# Notebook from akkarimi/arxiv-ngram-analysis
Path: acl2019.ipynb

<code>
from bs4 import BeautifulSoup as bs
import requests
from nltk import ngrams
from nltk.tokenize import word_tokenize
from nltk.corpus import stopwords
from nltk import FreqDist
from collections import Counter

import matplotlib.pylab as plt
plt.rcParams['figure.dpi'] = 150_____no_output_____url = "https://acl2019.org/EN/program.xhtml.html"
html = requests.get(url).text
soup = bs(html, 'html.parser')_____no_output_____
all_tags = soup.find_all('p', attrs={'class':'paper-item'})

for tags in all_tags:
    tag_text = tags.text
    print(tag_text)SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation EmbeddingsChengyu Wang, XIAOFENG HE and Aoying Zhou
Learning from Dialogue after Deployment: Feed Yourself, Chatbot!Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazare and Jason Weston
MOROCO: The Moldavian and Romanian Dialectal CorpusAndrei Butnaru and Radu Tudor Ionescu
Improved Language Modeling by Decoding the PastSiddhartha Brahma
Generating Responses with a Specific Emotion in DialogZhenqiao Song, Xiaoqing Zheng, Lu Liu, Mu Xu and Xuanjing Huang
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-AttentionWenhu Chen, Jianshu Chen, Pengda Qin, Xifeng Yan and William Yang Wang
Inferring Concept Hierarchies from Text Corpora via Hyperbolic EmbeddingsMatthew Le, Stephen Roller, Laetitia Papaxanthos, Douwe Kiela and Maximilian Nickel
Open Vocabulary Learning for Neural Chinese Pinyin IMEZhuosheng Zhang, Yafang Huang and Hai Zhao
Head-Driven Phrase Structure Grammar Parsing on Penn TreebankJunru Zhou and Hai Zhao
Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in VideoZhenfang Chen, Lin Ma, Wenhan Luo and Kwan-Yee Kenneth Wong
Reinforced Training Data Selection for Domain AdaptationMiaofeng Liu, Yan Song, Hongbin Zou and Tong Zhang
Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine DecodingJunyi Li, Wayne Xin Zhao, Ji-Rong Wen and Yang Song
Neural News Recommendation with Long- and Short-term User RepresentationsMingxiao An, Fangzhao Wu, Chuhan Wu, Kun Zhang, Zheng Liu and Xing Xie
Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from TextJianxing YU, Zhengjun ZHA and Jian YIN
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence ModelWei Li, Jingjing Xu, Yancheng He, ShengLi Yan, Yunfang Wu and Xu SUN
Adversarial Attention Modeling for Multi-dimensional Emotion RegressionSuyang Zhu, Shoushan Li and Guodong Zhou
Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective ComputingSijie Mai, Haifeng Hu and Songlong Xing
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge GraphsSeungwhan Moon, Pararth Shah, Anuj Kumar and Rajen Subba
Joint Slot Filling and Intent Detection via Capsule Neural NetworksChenwei Zhang, Yaliang Li, Nan Du, Wei Fan and Philip Yu
Semi-supervised Domain Adaptation for Dependency ParsingZhenghua Li, Xue Peng, Min Zhang, Rui Wang and Luo Si
This Email Could Save Your Life: Introducing the Task of Email Subject Line GenerationRui Zhang and Joel Tetreault
Dense Procedure Captioning in Narrated Instructional VideosBotian Shi, Lei Ji, Yaobo Liang, Nan Duan, Peng Chen, Zhendong Niu and Ming Zhou
Incremental Learning from Scratch for Task-Oriented Dialogue SystemsWeikang Wang, Jiajun Zhang, Qian Li, Mei-Yuh Hwang, Chengqing Zong and Zhifei Li
Multi-Modal Sarcasm Detection in Twitter with Hierarchical Fusion ModelYitao Cai, Huiyu Cai and Xiaojun Wan
Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain AdaptationYftah Ziser and Roi Reichart
Deep Dominance - How to Properly Compare Deep Neural ModelsRotem Dror, Segev Shlomov and Roi Reichart
Zero-Shot Semantic Parsing for InstructionsOfer Givoli and Roi Reichart
Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial OutcomesMarina Sedinkina, Nikolas Breitkopf and Hinrich Schütze
Latent Variable Model for Multi-modal TranslationIacer Calixto, Miguel Rios and Wilker Aziz
Token-level Dynamic Self-Attention Network for Multi-Passage Reading ComprehensionYimeng Zhuang and Huadong Wang
PaperRobot: Incremental Draft Generation of Scientific IdeasQingyun Wang, Lifu Huang, Zhiying Jiang, Kevin Knight, Heng Ji, Mohit Bansal and Yi Luan
Reliability-aware Dynamic Feature Composition for Name TaggingYing Lin, Liyuan Liu, Heng Ji, Dong Yu and Jiawei Han
Topic Tensor Network for Implicit Discourse Relation Recognition in ChineseSheng Xu, Peifeng Li, Fang Kong, Qiaoming Zhu and Guodong Zhou
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching DatasetsGuanhua Zhang, Bing Bai, Jian Liang, Kun Bai, Shiyu Chang, Mo Yu, Conghui Zhu and Tiejun Zhao
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue GenerationHainan Zhang, Yanyan Lan, Liang Pang, Jiafeng Guo and Xueqi Cheng
AutoML strategy based on grammatical evolution: A case study about knowledge discovery from textSuilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo and Yudivián Almeida-Cruz
Manipulating the Difficulty of C-TestsJi-Ung Lee, Erik Schwan and Christian M. Meyer
Towards Unsupervised Text Classification Leveraging Experts and Word EmbeddingsZied Haj-Yahia, Adrien Sieg and Léa A. Deleris
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence MatchingJihun Choi, Taeuk Kim and Sang-goo Lee
Heuristic Authorship ObfuscationJanek Bevendorff, Martin Potthast, Matthias Hagen and Benno Stein
Learning Deep Transformer Models for Machine TranslationQiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong and Lidia S. Chao
Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical ModelAlexander Fabbri, Irene Li, Tianwei She, Suyi Li and Dragomir Radev
Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry GenerationZhiqiang Liu, Zuohui Fu, Jie Cao, Gerard de Melo, Yik-Cheung Tam, Cheng Niu and Jie Zhou
Automatic Generation of High Quality CCGbanks for Parser Domain AdaptationMasashi Yoshikawa, Hiroshi Noji, Koji Mineshima and Daisuke Bekki
Multi-Source Cross-Lingual Model Transfer: Learning What to ShareXilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang and Claire Cardie
Identifying Visible Actions in Lifestyle VlogsOana Ignat, Laura Burdick, Jia Deng and Rada Mihalcea
Augmenting Neural Networks with First-order LogicTao Li and Vivek Srikumar
Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing ModelsRuibo WANG and Jihong Li
Explicit Utilization of General Knowledge in Machine Reading ComprehensionChao Wang and Hui Jiang
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-ExtractionHuaishao Luo, Tianrui Li, Bing Liu and Junbo Zhang
Self-Attentional Models for Lattice InputsMatthias Sperber, Graham Neubig, Ngoc-Quan Pham and Alex Waibel
Multi-style Generative Reading ComprehensionKyosuke Nishida, Itsumi Saito, Kosuke Nishida, Kazutoshi Shinoda, Atsushi Otsuka, Hisako Asano and Junji Tomita
Joint Effects of Context and User History for Predicting Online Conversation Re-entriesXingshan Zeng, Jing Li, Lu Wang and Kam-Fai Wong
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph ModularityYoshinari Fujinuma, Jordan Boyd-Graber and Michael J. Paul
Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set ComprehensionDaesik Kim, Seonhoon Kim and Nojun Kwak
Multi-Level Matching and Aggregation Network for Few-Shot Relation ClassificationZhi-Xiu Ye and Zhen-Hua Ling
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading ComprehensionMinghao Hu, Yuxing Peng, Zhen Huang and Dongsheng Li
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak SupervisionHongliang Dai and Yangqiu Song
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic ParsingDaya Guo, Duyu Tang, Nan Duan, Ming Zhou and Jian Yin
Improving Abstractive Document Summarization with Salient Information ModelingYongjian You, Weijia Jia, Tianyi Liu and Wenmian Yang
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its RankingMasaru Isonuma, Junichiro Mori and Ichiro Sakata
Just "OneSeC" for Producing Multilingual Sense-Annotated DataBianca Scarlini, Tommaso Pasini and Roberto Navigli
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some MisconceptionsGoran Glavaš, Robert Litschko, Sebastian Ruder and Ivan Vulić
Learning from omissionBill McDowell and Noah Goodman
Topic Modeling with Wasserstein AutoencodersFeng Nan, Ran Ding, Ramesh Nallapati and Bing Xiang
Towards Language Agnostic Universal RepresentationsArmen Aghajanyan, Xia Song and Saurabh Tiwary
Meaning to Form: Measuring Systematicity as InformationTiago Pimentel, Arya D. McCarthy, Damian Blasi, Brian Roark and Ryan Cotterell
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich MorphologyRan Zmigrod, Sebastian J. Mielke, Hanna Wallach and Ryan Cotterell
Neural Text Simplification of Clinical Letters with a Domain Specific Phrase TableMatthew Shardlow and Raheel Nawaz
TIGS: An Inference Algorithm for Text Infilling with Gradient SearchDayiheng Liu, Jie Fu, Pengfei Liu and Jiancheng Lv
Stochastic Tokenization with a Language Model for Neural Text ClassificationTatsuya Hiraoka, Hiroyuki Shindo and Yuji Matsumoto
Generating Natural Language Adversarial Examples through Probability Weighted Word SaliencyShuhuai Ren, Yihe Deng, Kun He and Wanxiang Che
Modeling financial analysts’ decision making via the pragmatics and semantics of earnings callsKatherine Keith and Amanda Stent
Dialogue Natural Language InferenceSean Welleck, Jason Weston, Arthur Szlam and Kyunghyun Cho
Budgeted Policy Learning for Task-Oriented Dialogue SystemsZhirui Zhang, Xiujun Li, Jianfeng Gao and Enhong Chen
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment AnalysisRuidan He, Wee Sun Lee, Hwee Tou Ng and Daniel Dahlmeier
Extracting Symptoms and their Status from Clinical ConversationsNan Du, Kai Chen, Anjuli Kannan, Linh Tran, Yuhui Chen and Izhak Shafran
Comparison of Diverse Decoding Methods from Conditional Language ModelsDaphne Ippolito, Reno Kriz, Joao Sedoc, Maria Kustikova and Chris Callison-Burch
Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological ViewRenfen Hu, Shen Li and Shichen Liang
Retrieval-Enhanced Adversarial Training for Neural Response GenerationQingfu Zhu, Lei Cui, Wei-Nan Zhang, Furu Wei and Ting Liu
Argument Invention from First PrinciplesYonatan Bilu, Ariel Gera, Daniel Hershcovich, Benjamin Sznajder, Dan Lahav, Guy Moshkowich, Anael Malet, Assaf Gavron and Noam Slonim
ERNIE: Enhanced Language Representation with Informative EntitiesZhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun and Qun Liu
Revisiting Joint Modeling of Cross-document Entity and Event Coreference ResolutionShany Barhom, Vered Shwartz, Alon Eirew, Michael Bugert, Nils Reimers and Ido Dagan
Cognitive Graph for Multi-Hop Reading Comprehension at ScaleMing Ding, Chang Zhou, Qibin Chen, Hongxia Yang and Jie Tang
Knowledge-aware Pronoun Coreference ResolutionHongming Zhang, Yan Song, Yangqiu Song and Dong Yu
Unsupervised Question Answering by Cloze TranslationPatrick Lewis, Ludovic Denoyer and Sebastian Riedel
SP-10K: A Large-scale Evaluation Set for Selectional Preference AcquisitionHongming Zhang, Hantian Ding and Yangqiu Song
Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response GenerationCao Liu, Shizhu He, Kang Liu and Jun Zhao
Complex Question Decomposition for Semantic ParsingHaoyu Zhang, Jingjing Cai, Jianjun Xu and Ji Wang
A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and DomainsDominik Schlechtweg, Anna Hätty, Marco Del Tredici and Sabine Schulte im Walde
Miss Tools and Mr Fruit: Emergent communication in agents learning about object affordancesDiane Bouchacourt and Marco Baroni
Detecting Subevents using Discourse and Narrative FeaturesMohammed Aldawsari and Mark Finlayson
Sentence Centrality Revisited for Unsupervised SummarizationHao Zheng and Mirella Lapata
Transferable Multi-Domain State Generator for Task-Oriented Dialogue SystemsChien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher and Pascale Fung
Errudite: Scalable, Reproducible, and Testable Error AnalysisTongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer and Daniel Weld
Multi-Hop Paragraph Retrieval for Open-Domain Question AnsweringYair Feldman and Ran El-Yaniv
Towards Understanding Linear Word AnalogiesKawin Ethayarajh, David Duvenaud and Graeme Hirst
Multilingual and Cross-Lingual Graded Lexical EntailmentIvan Vulić, Simone Paolo Ponzetto and Goran Glavaš
When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical CohesionElena Voita, Rico Sennrich and Ivan Titov
The Language of Legal and Illegal Activity on the DarknetLeshem Choshen, Dan Eldad, Daniel Hershcovich, Elior Sulem and Omri Abend
What Kind of Language Is Hard to Language-Model?Sebastian J. Mielke, Ryan Cotterell, Kyle Gorman, Brian Roark and Jason Eisner
E3: Entailment-driven Extracting and Editing for Conversational Machine ReadingVictor Zhong and Luke Zettlemoyer
Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert DomainsClaudia Schulz, Christian M. Meyer, Jan Kiesewetter, Michael Sailer, Elisabeth Bauer, Martin R. Fischer, Frank Fischer and Iryna Gurevych
What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling ConversationsVerónica Pérez-Rosas, Xinyi Wu, Kenneth Resnicow and Rada Mihalcea
A Multilingual BPE Embedding Space for Universal Sentiment Lexicon InductionMengjie Zhao and Hinrich Schütze
LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term MemoriesIgnacio Iacobacci and Roberto Navigli
Word-order biases in deep-agent emergent communicationRahma Chaabouni, Evgeny Kharitonov, Alessandro Lazaric, Emmanuel Dupoux and Marco Baroni
Generating Question-Answer HierarchiesKalpesh Krishna and Mohit Iyyer
A Compact and Language-Sensitive Multilingual Translation MethodYining Wang, Long Zhou, Jiajun Zhang, Feifei Zhai, Jingfang Xu and Chengqing Zong
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence ExtractionKosuke Nishida, Kyosuke Nishida, Masaaki Nagata, Atsushi Otsuka, Itsumi Saito, Hisako Asano and Junji Tomita
Discourse Representation Parsing for Sentences and DocumentsJiangming Liu, Shay B. Cohen and Mirella Lapata
Enhance Topic-to-Essay Generation with External Commonsense KnowledgePengcheng Yang, Lei Li, Fuli Luo, Tianyu Liu and Xu SUN
Entity-Relation Extraction as Multi-Turn Question AnsweringXiaoya Li, Fan Yin, Zijun Sun, Xiayu Li, Arianna Yuan, Duo Chai, Mingxin Zhou and Jiwei Li
Robust Neural Machine Translation with Doubly Adversarial InputsYong Cheng, Lu Jiang and Wolfgang Macherey
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language InferenceYonatan Belinkov, Adam Poliak, Stuart Shieber, Benjamin Van Durme and Alexander Rush
Improving Neural Language Models by Segmenting, Attending, and Predicting the FutureHongyin Luo, Lan Jiang, Yonatan Belinkov and James Glass
A Corpus for Reasoning About Natural Language Grounded in PhotographsAlane Suhr, Stephanie Zhou, Ally Zhang, Iris Zhang, Huajun Bai and Yoav Artzi
Distantly Supervised Named Entity Recognition using Positive-Unlabeled LearningMinlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu and Xuanjing Huang
Dual Adversarial Neural Transfer for Low-Resource Named Entity RecognitionJoey Tianyi Zhou, Hao Zhang, Di Jin, Hongyuan Zhu, Meng Fang, Rick Siow Mong Goh and Kenneth Kwok
Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced DataWei Ye, Bo Li, Rui Xie, Zhonghao Sheng, Long Chen and Shikun Zhang
Topic-Aware Neural Keyphrase Generation for Social Media LanguageYue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu and Shuming Shi
Multi-hop reading comprehension across multiple documents by reasoning over heterogeneous graphsMing Tu, Guangtao Wang, Jing Huang, Yun Tang, Xiaodong He and Bowen Zhou
Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation LearningYaojie Lu, Hongyu Lin, Xianpei Han and Le Sun
Neural Relation Extraction for Knowledge Base EnrichmentBayu Distiawan Trisedya, Gerhard Weikum, Jianzhong Qi and Rui Zhang
Visually Grounded Neural Syntax AcquisitionHaoyue Shi, Jiayuan Mao, Kevin Gimpel and Karen Livescu
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming DataMoonsu Han, Minki Kang, Hyunwoo Jung and Sung Ju Hwang
On the Robustness of Self-Attentive ModelsYu-Lun Hsieh, Minhao Cheng, Da-Cheng Juan, wei wei, Wen-Lian Hsu and Cho-Jui Hsieh
Multimodal Transformer for Unaligned Multimodal Language SequencesYao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency and Ruslan Salakhutdinov
Joint Type Inference on Entities and Relations via Graph Convolutional NetworksChangzhi Sun, Yeyun Gong, Yuanbin Wu, Ming Gong, Daxin Jiang, Man Lan, Shiliang Sun and Nan Duan
Decompositional Argument Mining: A General Purpose Approach for Argument Graph ConstructionDebela Gemechu and Chris Reed
DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation ExtractionShun Zheng, Xu Han, Yankai Lin, Peilin Yu, Lu Chen, Ling Huang, Zhiyuan Liu and Wei Xu
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading ComprehensionAn Yang, Quan Wang, Jing Liu, KAI LIU, Yajuan Lyu, Hua Wu, Qiaoqiao She and Sujian Li
Learning Transferable Feature Representations Using Neural NetworksHimanshu Sharad Bhatt, Shourya Roy, Arun Rajkumar and Sriranjani Ramakrishnan
Understanding Undesirable Word Embedding AssociationsKawin Ethayarajh, David Duvenaud and Graeme Hirst
Exploring Sequence-to-Sequence Learning in Aspect Term ExtractionDehong Ma, Sujian Li, Fangzhao Wu, Xing Xie and Houfeng WANG
Towards Fine-grained Text Sentiment TransferFuli Luo, Peng Li, Pengcheng Yang, Jie Zhou, Yutong Tan, Baobao Chang, Zhifang Sui and Xu SUN
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsSoujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria and Rada Mihalcea
Inducing Document Structure for Aspect-based SummarizationLea Frermann and Alexandre Klementiev
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact VerificationJie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li and Maosong Sun
Shared-Private Bilingual Word Embeddings for Neural Machine TranslationXuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao and Jingbo Zhu
Relation Embedding with Dihedral Group in Knowledge GraphCanran Xu and Ruijiang Li
Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention NetworkJingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang and Guodong Zhou
On-device Structured and Context Partitioned Projection NetworksSujith Ravi and Zornitsa Kozareva
Multi-grained Named Entity RecognitionCongying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma and Philip Yu
What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal CuesYu Qin and Yi Yang
Unsupervised Parallel Sentence Extraction with Parallel Segment Detection Helps Machine TranslationViktor Hangya and Alexander Fraser
Empirical Linguistic Study of Sentence EmbeddingsKatarzyna Krasnowska-Kieraś and Alina Wróblewska
Multilingual Factor AnalysisFrancisco Vargas, Kamen Brestnichki, Alex Papadopoulos Korfiatis and Nils Hammerla
Is Word Segmentation Necessary for Deep Learning of Chinese Representations?Xiaoya Li, Yuxian Meng, Xiaofei Sun, Qinghong Han, Arianna Yuan and Jiwei Li
Interconnected Question Generation with Coreference Alignment and Conversation Flow ModelingYifan Gao, Piji Li, Irwin King and Michael R. Lyu
A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag HierarchyGenady Beryozkin, Yoel Drori, Oren Gilon, Tzvika Hartman and Idan Szpektor
Data-to-text Generation with Entity ModelingRatish Puduppully, Li Dong and Mirella Lapata
DocRED: A Large-Scale Document-Level Relation Extraction DatasetYuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Lixin Huang, Jie Zhou and Maosong Sun
Text Categorization by Learning Predominant Sense of Words as Auxiliary TaskKazuya Shimura, Jiyi Li and Fumiyo Fukumoto
Attention Guided Graph Convolutional Networks for Relation ExtractionZhijiang Guo, Yan Zhang and Wei Lu
Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine TranslationHaipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita and Tiejun Zhao
XQA: A Cross-lingual Open-domain Question Answering DatasetJiahua Liu, Yankai Lin, Zhiyuan Liu and Maosong Sun
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading ComprehensionAlon Talmor and Jonathan Berant
Proactive Human-Machine Conversation with Explicit Conversation GoalWenquan Wu, Zhen Guo, Xiangyang Zhou, Hua Wu, Xiyuan Zhang, Rongzhong Lian and Haifeng Wang
Neural Machine Translation with Reordering EmbeddingsKehai Chen, Rui Wang, Masao Utiyama and Eiichiro Sumita
Cross-Lingual Training for Automatic Question Generationvishwajeet kumar, Nitish Joshi, Arijit Mukherjee, Ganesh Ramakrishnan and Preethi Jyothi
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and ClassificationMinghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li and Yiwei Lv
BiSET: Bi-directional Selective Encoding with Template for Abstractive SummarizationKai Wang, Xiaojun Quan and Rui Wang
Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First StrategiesShuhei Kurita and Anders Søgaard
GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence LabelingYijin Liu, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen and Jie Zhou
Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue SystemsJiazhan Feng, Chongyang Tao, wei wu, Yansong Feng, Dongyan Zhao and Rui Yan
Hierarchical Transformers for Multi-Document SummarizationYang Liu and Mirella Lapata
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style TransferChen Wu, Xuancheng Ren, Fuli Luo and Xu SUN
GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation ExtractionTsu-Jui Fu, Peng-Hsuan Li and Wei-Yun Ma
Learning to Abstract for Memory-augmented Conversational Response GenerationZhiliang Tian, Wei Bi, Xiaopeng Li and Nevin L. Zhang
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithmsHenry Moss, Andrew Moore, David Leslie and Paul Rayson
Transfer Capsule Network for Aspect Level Sentiment ClassificationZhuang Chen and Tieyun Qian
Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple ReferencesLisong Qiu, Juntao Li, Wei Bi, Dongyan Zhao and Rui Yan
Asking the Crowd: Question Analysis, Evaluation and Generation for Open Discussion on Online ForumsZi Chai, Xinyu Xing, Xiaojun Wan and Bo Huang
Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description GenerationJiangjie Chen, Ao Wang, Haiyun Jiang, Suo Feng, Chenguang Li and Yanghua Xiao
Simple and Effective Text Matching with Richer Alignment FeaturesRunqi Yang, Jianhai Zhang, Xing Gao, Feng Ji and Haiqing Chen
Semantic Parsing with Dual LearningRuisheng Cao, Su Zhu, Chen Liu, Jieyu Li and Kai Yu
ChID: A Large-scale Chinese IDiom Dataset for Cloze TestChujie Zheng, Minlie Huang and Aixin Sun
Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine TranslationBram Bulte and Arda Tezcan
Are You Convinced? Choosing the More Convincing Evidence with a Siamese NetworkMartin Gleize, Eyal Shnarch, Leshem Choshen, Lena Dankin, GUY MOSHKOWICH, Ranit Aharonov and Noam Slonim
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared VocabulariesYunsu Kim, Yingbo Gao and Hermann Ney
Towards Explainable NLP: A Generative Explanation Framework for Text ClassificationHui Liu, Qingyu Yin and William Yang Wang
Automatic Evaluation of Local Topic QualityJeffrey Lund, Piper Armstrong, Wilson Fearn, Stephen Cowley, Courtni Byun, Jordan Boyd-Graber and Kevin Seppi
Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on TextLukas Ruff, Yury Zemlyanskiy, Robert Vandermeulen, Thomas Schnake and Marius Kloft
Are we there yet? Encoder-decoder neural networks as cognitive models of English past tense inflectionMaria Corkery, Yevgen Matusevych and Sharon Goldwater
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language InferenceMartin Schmitt and Hinrich Schütze
Neural Keyphrase Generation via Reinforcement Learning with Adaptive RewardsHou Pong Chan, Wang Chen, Lu Wang and Irwin King
#YouToo? Detection of Personal Recollections of Sexual Harassment on Social MediaArijit Ghosh Chowdhury, Ramit Sawhney, Rajiv Ratn Shah and Debanjan Mahata
Generating Question Relevant Captions to Aid Visual Question AnsweringJialin Wu, Zeyuan Hu and Raymond Mooney
Improving the Robustness of Question Answering Systems to Question ParaphrasingWee Chung Gan and Hwee Tou Ng
Continual and Multi-Task Architecture SearchRamakanth Pasunuru and Mohit Bansal
Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical RecordsMax Friedrich, Arne Köhn, Gregor Wiedemann and Chris Biemann
Crowdsourcing and Aggregating Nested Markable AnnotationsChris Madge, Juntao Yu, Jon Chamberlain, Udo Kruschwitz, Silviu Paun and Massimo Poesio
ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation ClassificationWei Jia, Dai Dai, Xinyan Xiao and Hua Wu
The PhotoBook Dataset: Building Common Ground through Visually-Grounded DialogueJanosch Haber, Tim Baumgärtner, Ece Takmaz, Lieke Gelderloos, Elia Bruni and Raquel Fernández
Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationBhuwan Dhingra, Manaal Faruqui, Ankur Parikh, Ming-Wei Chang, Dipanjan Das and William Cohen
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text GenerationShuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou and Xu SUN
Sparse Sequence-to-Sequence ModelsBen Peters, Vlad Niculae and André F. T. Martins
Learning Attention-based Embeddings for Relation Prediction in Knowledge GraphsDeepak Nathani, Jatin Chauhan, Charu Sharma and Manohar Kaul
Morphological Irregularity Correlates with FrequencyShijie Wu, Ryan Cotterell and Timothy O'Donnell
On the Compositionality Prediction of Noun Phrases using Poincaré EmbeddingsAbhik Jana, Dima Puzyrev, Alexander Panchenko, Pawan Goyal, Chris Biemann and Animesh Mukherjee
Robust Representation Learning of Biomedical NamesMinh C. Phan, Aixin Sun and Yi Tay
Semantic expressive capacity with bounded memoryAntoine Venant and Alexander Koller
Abstractive text summarization based on deep learning and semantic content generalizationPanagiotis Kouris, Georgios Alexandridis and Andreas Stafylopatis
Pretraining Methods for Dialog Context Representation LearningShikib Mehri, Evgeniia Razumovskaia, Tiancheng Zhao and Maxine Eskenazi
CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate SpeechYi-Ling Chung, Elizaveta Kuzmenko, Serra Sinem Tekiroglu and Marco Guerini
Correlating neural and symbolic representations of languageGrzegorz Chrupała and Afra Alishahi
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedElena Voita, David Talbot, Fedor Moiseev, Rico Sennrich and Ivan Titov
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading ComprehensionYichen Jiang, Nitish Joshi, Yen-Chun Chen and Mohit Bansal
Low-resource Deep Entity Resolution with Transfer and Active LearningJungo Kasai, Kun Qian, Sairam Gurajada, Yunyao Li and Lucian Popa
A Large-Scale Corpus for Conversation DisentanglementJonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph J. Peper, Vignesh Athreya, Chulaka Gunasekara, Jatin Ganhotra, Siva Sankalp Patel, Lazaros C Polymenakos and Walter Lasecki
Hubless Nearest Neighbor Search for Bilingual Lexicon InductionJiaji Huang, Qiang Qiu and Kenneth Church
A Cross-Domain Transferable Neural Coherence ModelPeng Xu, Hamidreza Saghir, Jin Sung Kang, Teng Long, Avishek Joey Bose, Yanshuai Cao and Jackie Chi Kit Cheung
Zero-Shot Entity Linking by Reading Entity DescriptionsLajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin and Honglak Lee
Detecting Concealed Information in Text and SpeechShengli Hu
Zero-shot Word Sense Disambiguation using Sense Definition EmbeddingsSawan Kumar, Sharmistha Jat, Karan Saxena and Partha Talukdar
Unsupervised Neural Text SimplificationSai Surya, Abhijit Mishra, Anirban Laha, Parag Jain and Karthik Sankaranarayanan
Self-Supervised Dialogue LearningJiawei Wu, Xin Wang and William Yang Wang
Chinese Relation Extraction with Multi-Grained Information and External Linguistic KnowledgeZiran Li, Ning Ding, Zhiyuan Liu, Haitao Zheng and Ying Shen
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language ModelingAlex Wang, Jan Hula, Patrick Xia, Raghavendra Pappagari, R. Thomas Mccoy, Roma Patel, Najoung Kim, Ian Tenney, Yinghui Huang, Katherin Yu, Shuning Jin, Berlin Chen, Benjamin Van Durme, Edouard Grave, Ellie Pavlick and Samuel R. Bowman
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic ProgrammingCaio Corro and Ivan Titov
Evidence-based TrustworthinessYi Zhang, Zachary Ives and Dan Roth
ELI5: Long Form Question AnsweringAngela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston and Michael Auli
Fine-Grained Temporal Relation ExtractionSiddharth Vashishtha, Benjamin Van Durme and Aaron Steven White
Distant Learning for Entity Linking with Automatic Noise DetectionPhong Le and Ivan Titov
AMR Parsing as Sequence-to-Graph TransductionSheng Zhang, Xutai Ma, Kevin Duh and Benjamin Van Durme
Boosting Entity Linking Performance by Leveraging Unlabeled DocumentsPhong Le and Ivan Titov
Gender-preserving Debiasing for Pre-trained Word EmbeddingsMasahiro Kaneko and Danushka Bollegala
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched TextBidisha Samanta, Niloy Ganguly and Soumen Chakrabarti
Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment AnalysisJialong Tang, Ziyao Lu, Jinsong SU, Yubin Ge, Linfeng Song, Le Sun and Jiebo Luo
End-to-End Sequential Metaphor Identification Inspired by Linguistic TheoriesRui Mao, Chenghua Lin and Frank Guerin
Like a Baby: Visually Situated Neural Language AcquisitionAlexander Ororbia, Ankur Mali, Matthew Kelly and David Reitter
Learning to Discover, Ground and Use Words with Segmental Neural Language ModelsKazuya Kawakami, Chris Dyer and Phil Blunsom
Relational Word EmbeddingsJose Camacho-Collados, Luis Espinosa Anke and Steven Schockaert
Transformer-XL: Attentive Language Models Beyond a Fixed-Length ContextZihang Dai, Zhilin Yang, Yiming Yang, Jaime Carbonell, Quoc Le and Ruslan Salakhutdinov
Optimal Transport-based Alignment of Learned Character Representations for String SimilarityDerek Tam, Nicholas Monath, Ari Kobren, Aaron Traylor, Rajarshi Das and Andrew McCallum
Exploring Pre-trained Language Models for Event Extraction and GenerationSen Yang, Dawei Feng, Linbo Qiao, Zhigang Kan and Dongsheng Li
What should I ask? Using conversationally informative rewards for goal-oriented visual dialog.pushkar shukla, Carlos Elmadjian, Richika Sharan, Vivek Kulkarni, Matthew Turk and William Yang Wang
Syntax-Infused Variational Autoencoder for Text GenerationXinyuan Zhang, Yi Yang, Siyang Yuan, Dinghan Shen and Lawrence Carin
Generating Logical Forms from Graph Representations of Text and EntitiesPeter Shaw, Philip Massey, Angelica Chen, Francesco Piccinno and Yasemin Altun
Interpretable Neural Predictions with Differentiable Binary VariablesJoost Bastings, Wilker Aziz and Ivan Titov
RankQA: Neural Question Answering with Answer Re-RankingBernhard Kratzwald, Anna Eigenmann and Stefan Feuerriegel
Self-Regulated Interactive Sequence-to-Sequence LearningJulia Kreutzer and Stefan Riezler
Symbolic inductive bias for visually grounded learning of spoken languageGrzegorz Chrupała
Merge and Label: A novel neural network architecture for nested NERJoseph Fisher and Andreas Vlachos
Classification and Clustering of Arguments with Contextualized Word EmbeddingsNils Reimers, Benjamin Schiller, Tilman Beck, Johannes Daxenberger, Christian Stab and Iryna Gurevych
A Spreading Activation Framework for Tracking Conceptual Complexity of TextsIoana Hulpuș, Sanja Štajner and Heiner Stuckenschmidt
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language InferenceTom McCoy, Ellie Pavlick and Tal Linzen
Bridging the Gap between Training and Inference for Neural Machine TranslationWen Zhang, Yang Feng, Fandong Meng, Di You and Qun Liu
Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference LearningEdwin Simpson, Erik-Lân Do Dinh, Tristan Miller and Iryna Gurevych
A Simple Theoretical Model of Importance for SummarizationMaxime Peyrard
Relating Simple Sentence Representations in Deep Neural Networks and the BrainSharmistha Jat, Hao Tang, Partha Talukdar and Tom Mitchell
Spatial Aggregation Facilitates Discovery of Spatial TopicsAniruddha Maiti and Slobodan Vucetic
Argument Generation with Retrieval, Planning, and RealizationXinyu Hua, Zhe Hu and Lu Wang
Improved Zero-shot Neural Machine Translation via Ignoring Spurious CorrelationsJiatao Gu, Yong Wang, Kyunghyun Cho and Victor O.K. Li
The (Non-)Utility of Structural Features in BiLSTM-based Dependency ParsersAgnieszka Falenska and Jonas Kuhn
Strategies for Structuring Story GenerationAngela Fan, Mike Lewis and Yann Dauphin
Learning Compressed Sentence Representations for On-Device Text ProcessingDinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz and Lawrence Carin
Multi-task Pairwise Neural Ranking for Hashtag SegmentationMounica Maddela, Wei Xu and Daniel Preoţiuc-Pietro
Towards Generating Long and Coherent Text with Multi-Level Latent Variable ModelsDinghan Shen, Asli Celikyilmaz, Yizhe Zhang, Liqun Chen, Xin Wang, Jianfeng Gao and Lawrence Carin
Using LSTMs to Assess the Obligatoriness of Phonological Distinctive Features for Phonotactic LearningNicole Mirea and Klinton Bicknell
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral CodesJie Cao, Michael Tanana, Zac Imel, Eric Poitras, David Atkins and Vivek Srikumar
Entity-Centric Contextual Affective AnalysisAnjalie Field and Yulia Tsvetkov
Multi-step Reasoning via Recurrent Dual Attention for Visual DialogZhe Gan, Yu Cheng, Ahmed Kholy, Linjie Li, Jingjing Liu and Jianfeng Gao
Lattice Transformer for Speech TranslationPei Zhang, Niyu Ge, Boxing Chen and Kai Fan
Generalized Data Augmentation for Low-Resource TranslationMengzhou Xia, Xiang Kong, Antonios Anastasopoulos and Graham Neubig
Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense DisambiguationDaniel Loureiro and Alípio Jorge
Probing for Semantic Classes: Diagnosing the Meaning Content of Word EmbeddingsYadollah Yaghoobzadeh, Katharina Kann, T. J. Hazen, Eneko Agirre and Hinrich Schütze
Multi-Task Learning for Coherence ModelingYoumna Farag and Helen Yannakoudakis
One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in DialoguesChongyang Tao, wei wu, Can Xu, Wenpeng Hu, Dongyan Zhao and Rui Yan
Disentangled Representation Learning for Non-Parallel Text Style TransferVineet John, Lili Mou, Hareesh Bahuleyan and Olga Vechtomova
HighRES: Highlight-based Reference-less Evaluation of SummarizationHardy Hardy, Shashi Narayan and Andreas Vlachos
Unraveling Antonym's Word Vectors through a Siamese-like NetworkMathias Etcheverry and Dina Wonsever
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringKenton Lee, Ming-Wei Chang and Kristina Toutanova
Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language ModelsTakashi Wada, Tomoharu Iwata and Yuji Matsumoto
Improving Textual Network Embedding with Global Attention via Optimal TransportLiqun Chen, Guoyin Wang, Chenyang Tao, Dinghan Shen, Pengyu Cheng, Xinyuan Zhang, Wenlin Wang, Yizhe Zhang and Lawrence Carin
Sentiment Tagging with Partial Labels using Modular ArchitecturesXiao Zhang and Dan Goldwasser
Open Domain Event Extraction Using Neural Latent Variable ModelsXiao Liu, Heyan Huang and Yue Zhang
Choosing Transfer Languages for Cross-Lingual LearningYu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell and Graham Neubig
Unsupervised Discovery of Gendered Language through Latent-Variable ModelingAlexander Miserlis Hoyle, Lawrence Wolf-Sonkin, Hanna Wallach, Isabelle Augenstein and Ryan Cotterell
Informative Image Captioning with External Sources of InformationSanqiang Zhao, Piyush Sharma, Tomer Levinboim and Radu Soricut
Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region NetworksHongyu Lin, Yaojie Lu, Xianpei Han and Le Sun
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long NarrativesYi Tay, Shuohang Wang, Anh Tuan Luu, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui and Aston Zhang
Neural Network Alignment for Sentential ParaphrasesJessica Ouyang and Kathy McKeown
A Unified Linear-Time Framework for Sentence-Level Discourse ParsingXiang Lin, Shafiq Joty, Prathyusha Jwalapuram and M Saiful Bari
Literary Event DetectionMatthew Sims, Jong Ho Park and David Bamman
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven CommunicationJin-Hwa Kim, Nikita Kitaev, Xinlei Chen, Marcus Rohrbach, Byoung-Tak Zhang, Yuandong Tian, Dhruv Batra and Devi Parikh
Syntactically Supervised Transformers for Faster Neural Machine TranslationNader Akoury, Kalpesh Krishna and Mohit Iyyer
Duality of Link Prediction and Entailment Graph InductionMohammad Javad Hosseini, Shay B. Cohen, Mark Johnson and Mark Steedman
Lightweight and Efficient Neural Natural Language Processing with Quaternion NetworksYi Tay, Aston Zhang, Anh Tuan Luu, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu and Siu Cheung Hui
Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention NetworksJing Ma, Wei Gao, Shafiq Joty and Kam-Fai Wong
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards ConstructionYufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin and Debasis Ganguly
Towards Empathetic Open-domain Conversation Models: a New Benchmark and DatasetHannah Rashkin, Eric Michael Smith, Margaret Li and Y-Lan Boureau
Predicting Human Activities from User-Generated ContentSteven Wilson and Rada Mihalcea
Scaling Up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product TitleHuimin Xu, Wenting Wang, Xin Mao, Xinyu Jiang and Man Lan
Multi-hop Reading Comprehension through Question Decomposition and RescoringSewon Min, Victor Zhong, Luke Zettlemoyer and Hannaneh Hajishirzi
Incremental Transformer with Deliberation Decoder for Document Grounded ConversationsZekang Li, Cheng Niu, Fandong Meng, Yang Feng, Qian Li and Jie Zhou
Matching the Blanks: Distributional Similarity for Relation LearningLivio Baldini Soares, Nicholas FitzGerald, Jeffrey Ling and Tom Kwiatkowski
Stay on the Path: Instruction Fidelity in Vision-and-Language NavigationVihan Jain, Gabriel Magalhaes, Alexander Ku, Ashish Vaswani, Eugene Ie and Jason Baldridge
Compound Probabilistic Context-Free Grammars for Grammar InductionYoon Kim, Chris Dyer and Alexander Rush
Jointly Learning Semantic Parser and Natural Language Generator via Dual Information MaximizationHai Ye, Wenjie Li and Lu Wang
Accelerating Sparse Matrix Operations in Neural Networks on Graphics Processing UnitsArturo Argueta and David Chiang
Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema ChallengeAshok Prakash, Arpit Sharma, Arindam Mitra and Chitta Baral
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationXingxing Zhang, Furu Wei and Ming Zhou
Multi-Task Deep Neural Networks for Natural Language UnderstandingXiaodong Liu, Pengcheng He, Weizhu Chen and Jianfeng Gao
DisSent: Learning Sentence Representations from Explicit Discourse RelationsAllen Nie, Erin Bennett and Noah Goodman
Massively Multilingual Transfer for NERAfshin Rahimi, Yuan Li and Trevor Cohn
COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAntoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz and Yejin Choi
Unsupervised Pivot Translation for Distant LanguagesYichong Leng, Xu Tan, Tao QIN, Xiang-Yang Li and Tie-Yan Liu
CogNet: a Large-Scale Cognate DatabaseKhuyagbaatar Batsuren, Gabor Bella and Fausto Giunchiglia
Semi-supervised Stochastic Multi-Domain Learning using Variational InferenceYitong Li, Timothy Baldwin and Trevor Cohn
Tree Communication Models for Sentiment AnalysisYuan Zhang and Yue Zhang
Dynamically Composing Domain-Data Selection with Clean-Data Selection by ``Co-Curricular Learning" for Neural Machine TranslationWei Wang, Isaac Caswell and Ciprian Chelba
Modeling affirmative and negated action processing in the brain with lexical and compositional semantic modelsVesna Djokic, Jean Maillard, Luana Bulat and Ekaterina Shutova
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation ModelsXiaolei Huang and Michael J. Paul
Careful Selection of Knowledge to solve Open Book Question AnsweringPratyay Banerjee, Kuntal Kumar Pal, Arindam Mitra and Chitta Baral
Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media ConversationsSumeet Kumar and Kathleen Carley
Learning to Select, Track, and Generate for Data-to-TextHayate Iso, Yui Uehara, Tatsuya Ishigaki, Hiroshi Noji, Eiji ARAMAKI, Ichiro Kobayashi, Yusuke Miyao, Naoaki Okazaki and Hiroya Takamura
Scoring Sentence Singletons and Pairs for Abstractive SummarizationLogan Lebanoff, Kaiqiang Song, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang and Fei Liu
SParC: Cross-Domain Semantic Parsing in ContextTao Yu, Rui Zhang, Michihiro Yasunaga, Yi Chern Tan, Xi Victoria Lin, Suyi Li, Heyang Er, Irene Li, Bo Pang, Tao Chen, Emily Ji, Shreya Dixit, David Proctor, Sungrok Shim, Jonathan Kraft, Vincent Zhang, Caiming Xiong, Richard Socher and Dragomir Radev
Scalable Syntax-Aware Language Models Using Knowledge DistillationAdhiguna Kuncoro, Chris Dyer, Laura Rimell, Stephen Clark and Phil Blunsom
HellaSwag: Can a Machine Really Finish Your Sentence?Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi and Yejin Choi
Pre-Learning Environment Representations for Data-Efficient Neural Instruction FollowingDavid Gaddy and Dan Klein
Multi-Relational Script Learning for Discourse RelationsI-Ta Lee and Dan Goldwasser
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit EditingYue Dong, Zichao Li, Mehdi Rezagholizadeh and Jackie Chi Kit Cheung
Deep Neural Model Inspection and Comparison via Functional Neuron PathwaysJames Fiacco, Samridhi Choudhary and Carolyn Rose
Learning Representation Mapping for Relation Detection in Knowledge Base Question AnsweringPeng Wu, Shujian Huang, Rongxiang Weng, Zaixiang Zheng, Jianbing Zhang, Xiaohui Yan and Jiajun CHEN
Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional NetworksShikhar Vashishth, Manik Bhandari, Prateek Yadav, Piyush Rai, Chiranjib Bhattacharyya and Partha Talukdar
Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological ModelingNasser Zalmout and Nizar Habash
Bridging by Word: Image Grounded Vocabulary Construction for Visual CaptioningZhihao Fan, Zhongyu Wei, Siyuan Wang and Xuanjing Huang
Assessing the Ability of Self-Attention Networks to Learn Word OrderBaosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao and Zhaopeng Tu
The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora ResolutionAli Emami, Paul TRICHELAIR, Adam Trischler, Kaheer Suleman, Hannes Schulz and Jackie Chi Kit Cheung
Reinforced Dynamic Reasoning for Conversational Question GenerationBoyuan Pan, Hao Li, Ziyu Yao, Deng Cai and Huan Sun
StRE: Self Attentive Edit Quality Prediction in WikipediaSoumya Sarkar, Bhanu Prakash Reddy, Sandipan Sikdar and Animesh Mukherjee
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document SummarizationSangwoo Cho, Logan Lebanoff, Hassan Foroosh and Fei Liu
Dynamically Fused Graph Network for Multi-hop ReasoningLin Qiu, Yunxuan Xiao, Yanru Qu, Hao Zhou, Lei Li, Weinan Zhang and Yong Yu
On the Word Alignment from Neural Machine TranslationXintong Li, Guanlin Li, Lemao Liu, Max Meng and Shuming Shi
Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-ray ReportBaoyu Jing, Zeya Wang and Eric Xing
The Linguistic Development of Mental Health CounselorsJustine Zhang, Robert Filbin, Christine Morrison, Jaclyn Weiser and Cristian Danescu-Niculescu-Mizil
Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, Roger Zimmermann, Rada Mihalcea and Soujanya Poria
Curate and Generate: A Corpus and Method for Joint Control of Semantics and Style in Neural NLGShereen Oraby, Vrindavan Harrison, Abteen Ebrahimi and Marilyn Walker
Variational Pretraining for Semi-supervised Text ClassificationSuchin Gururangan, Tam Dang, Dallas Card and Noah A. Smith
Imitation Learning for Non-Autoregressive Neural Machine TranslationBingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin and Xu SUN
Second-Order Semantic Dependency Parsing with End-to-End Neural NetworksXinyu Wang, Jingxian Huang and Kewei Tu
Automated Chess Commentator Powered by Neural Chess EngineHongyu Zang, Zhiwei Yu and Xiaojun Wan
Domain Adaptive Dialog Generation via Meta LearningKun Qian and Zhou Yu
Cross-Sentence Grammatical Error CorrectionShamil Chollampatt, Weiqi Wang and Hwee Tou Ng
Course Concept Expansion in MOOCs with External Knowledge and Interactive GameJifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Zhiyuan Liu and Jie Tang
Word and Document Embedding with vMF-Mixture Priors on Context Word VectorsShoaib Jameel and Steven Schockaert
Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QAYichen Jiang and Mohit Bansal
TWEETQA: A Social Media Focused Question Answering DatasetWenhan Xiong, Jiawei Wu, Hong Wang, Vivek Kulkarni, Mo Yu, Shiyu Chang, Xiaoxiao Guo and William Yang Wang
Is Attention Interpretable?Sofia Serrano and Noah A. Smith
Exploiting Explicit Paths for Multi-hop Reading ComprehensionSouvik Kundu, Tushar Khot, Ashish Sabharwal and Peter Clark
Incorporating Priors with Feature Attribution on Text ClassificationFrederick Liu and Besim Avci
Explain Yourself! Leveraging Language Models for Commonsense ReasoningNazneen Fatema Rajani, Bryan McCann, Caiming Xiong and Richard Socher
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual EvaluationBenjamin Heinzerling and Michael Strube
Multimodal and Multi-view Models for Emotion RecognitionGustavo Aguilar, Viktor Rozgic, Weiran Wang and Chao Wang
Learning How to Active Learn by DreamingThuy-Trang Vu, Ming Liu, Dinh Phung and Gholamreza Haffari
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible ProjectionsJunxian He, Zhisong Zhang, Taylor Berg-Kirkpatrick and Graham Neubig
Handling Domain Shift in Coreference Evaluation by Using Automatically Extracted Minimum SpansNafise Sadat Moosavi, Leo Born, Massimo Poesio and Michael Strube
Interpretable Question Answering on Knowledge Bases and TextAlona Sydorova, Nina Poerner and Benjamin Roth
Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence TextsElizabeth Clark, Asli Celikyilmaz and Noah A. Smith
Know More about Each Other: Evolving Dialogue Strategy via Compound AssessmentSiqi Bao, Huang He, Fan Wang, Rongzhong Lian and Hua Wu
DeepSentiPeer: Harnessing Sentiment in Review Texts To Recommend Peer Review DecisionsTirthankar Ghosal, Rajeev Verma, Asif Ekbal and Pushpak Bhattacharyya
Unified Semantic Parsing with Weak SupervisionPriyanka Agrawal, Ayushi Dalmia, Parag Jain, Abhishek Bansal, Ashish Mittal and Karthik Sankaranarayanan
How Large Are Lions? Inducing Distributions over Quantitative AttributesYanai Elazar, Abhijit Mahabal, Deepak Ramachandran, Tania Bedrax-Weiss and Dan Roth
Combating Adversarial Misspellings with Robust Word RecognitionDanish Pruthi, Bhuwan Dhingra and Zachary C. Lipton
Barack's Wife Hillary: Using Knowledge Graphs for Fact-Aware Language ModelingRobert Logan, Nelson F. Liu, Matthew E. Peters, Matt Gardner and Sameer Singh
Unsupervised Learning of PCFGs with Normalizing FlowLifeng Jin, Finale Doshi-Velez, Timothy Miller, Lane Schwartz and William Schuler
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate RepresentationJiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang LOU, Ting Liu and Dongmei Zhang
Variance of average surprisal: a better predictor for quality of grammar from unsupervised PCFG inductionLifeng Jin and William Schuler
Training Neural Response Selection for Task-Oriented Dialogue SystemsMatthew Henderson, Ivan Vulić, Daniela Gerz, Iñigo Casanueva, Paweł Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrkšić and Pei-Hao Su
Cross-Domain NER using Cross-Domain Language ModelingChen Jia, Xiaobo Liang and Yue Zhang
Improving Multi-turn Dialogue Modelling with Utterance ReWriterHui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu and Jie Zhou
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation ExtractionChristoph Alt, Marc Hübner and Leonhard Hennig
Controllable Paraphrase Generation with a Syntactic ExemplarMingda Chen, Qingming Tang, Sam Wiseman and Kevin Gimpel
Collaborative Dialogue in MinecraftAnjali Narayan-Chen, Prashant Jayannavar and Julia Hockenmaier
Conversing by Reading: Contentful Neural Conversation with On-demand Machine ReadingLianhui Qin, Michel Galley, Chris Brockett, Xiaodong Liu, Xiang Gao, Bill Dolan, Yejin Choi and Jianfeng Gao
Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsWei Zhao, Haiyun Peng, Steffen Eger, Erik Cambria and Min Yang
Decomposable Neural Paraphrase GenerationZichao Li, Xin Jiang, Lifeng Shang and Qun Liu
Incorporating Linguistic Constraints into Keyphrase GenerationJing Zhao and Yuxiang Zhang
Few-Shot Representation Learning for Out-Of-Vocabulary WordsZiniu Hu, Ting Chen, Kai-Wei Chang and Yizhou Sun
An automated framework for fast cognate detection and Bayesian phylogenetic inference in computational historical linguisticsTaraka Rama and Johann-Mattis List
Determining Relative Argument Specificity and Stance for Complex Argumentative StructuresEsin Durmus, Faisal Ladhak and Claire Cardie
Learning Morphosyntactic Analyzers from the Bible via Iterative Annotation Projection across 26 LanguagesGarrett Nicolai and David Yarowsky
Keeping Notes: Conditional Natural Language Generation with a Scratchpad EncoderRyan Benmalek, Madian Khabsa, Suma Desu, Claire Cardie and Michele Banko
Fine-Grained Sentence Functions for Short-Text ConversationWei Bi, Jun Gao, Xiaojiang Liu and Shuming Shi
From Surrogacy to Adoption; From Bitcoin to Cryptocurrency: Debate Topic ExpansionRoy Bar-Haim, Dalia Krieger, Orith Toledo-Ronen, Lilach Edelstein, Yonatan Bilu, Alon Halfon, Yoav Katz, Amir Menczel, Ranit Aharonov and Noam Slonim
Monotonic Infinite Lookback Attention for Simultaneous Machine TranslationNaveen Arivazhagan, Colin Cherry, Wolfgang Macherey, Chung-Cheng Chiu, Semih Yavuz, Ruoming Pang, Wei Li and Colin Raffel
Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution LossesÉtienne Simon, Vincent Guigue and Benjamin Piwowarski
Soft Representation Learning for Sparse TransferHaeju Park, Jinyoung Yeo, Gengyu Wang and Seung-won Hwang
Word2Sense: Sparse Interpretable Word EmbeddingsAbhishek Panigrahi, Harsha Vardhan Simhadri and Chiranjib Bhattacharyya
Domain Adaptation of Neural Machine Translation by Lexicon InductionJunjie Hu, Mengzhou Xia, Graham Neubig and Jaime Carbonell
EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode DecompositionSubhradeep Kayal and George Tsatsaronis
Multi-task Learning with Task, Group, and Universe Feature LearningShiva Pentyala, Mengwen Liu and Markus Dreyer
Automatically Identifying Complaints in Social MediaDaniel Preoţiuc-Pietro, Mihaela Gaman and Nikolaos Aletras
Matching Article Pairs with Graphical Decomposition and ConvolutionsBang Liu, Di Niu, Haojie Wei, Jinghong Lin, Yancheng He, Kunfeng Lai and Yu Xu
Neural Decipherment via Minimum-Cost Flow: From Ugaritic to Linear BJiaming Luo, Yuan Cao and Regina Barzilay
Exploiting Invertible Decoders for Unsupervised Sentence Representation LearningShuai Tang and Virginia R. de Sa
Neural Response Generation with Meta-wordsCan Xu, wei wu, Chongyang Tao, Huang Hu, Matt Schuerman and Ying Wang
Towards Comprehensive Description Generation from Factual Attribute-value TablesTianyu Liu, Fuli Luo, Pengcheng Yang, Wei Wu, Baobao Chang and Zhifang Sui
Categorizing and Inferring the Relationship between the Text and Image of Twitter PostsAlakananda Vempala and Daniel Preoţiuc-Pietro
Expressing Visual Relationships via LanguageHao Tan, Franck Dernoncourt, Zhe Lin, Trung Bui and Mohit Bansal
Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and AttentionXiangyu Duan, Mingming Yin, Min Zhang, Boxing Chen and Weihua Luo
Beyond BLEU:Training Neural Machine Translation with Semantic SimilarityJohn Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel and Graham Neubig
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodXuewei Wang, Weiyan Shi, Richard Kim, Yoojung Oh, Sijia Yang, Jingwen Zhang and Zhou Yu
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding SpacesBarun Patra, Joel Ruben Antony Moniz, Sarthak Garg, Matthew R. Gormley and Graham Neubig
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented DialogueAnusha Balakrishnan, Jinfeng Rao, Kartikeya Upasani, Michael White and Rajen Subba
Quantifying Similarity between Relations with Fact DistributionWeize Chen, Hao Zhu, Xu Han, Zhiyuan Liu and Maosong Sun
An Effective Approach to Unsupervised Machine TranslationMikel Artetxe, Gorka Labaka and Eneko Agirre
NLProlog: Reasoning with Weak Unification for Question Answering in Natural LanguageLeon Weber, Pasquale Minervini, Jannes Münchmeyer, Ulf Leser and Tim Rocktäschel
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue SystemsHung Le, Doyen Sahoo, Nancy Chen and Steven Hoi
Graph-based Dependency Parsing with Graph Neural NetworksTao Ji, Yuanbin Wu and Man Lan
You Write Like You Eat: Stylistic Variation as a Predictor of Social StratificationAngelo Basile, Albert Gatt and Malvina Nissim
Transforming Complex Sentences into a Semantic HierarchyChristina Niklaus, Matthias Cetto, André Freitas and Siegfried Handschuh
Global Optimization under Length Constraint for Neural Text SummarizationTakuya Makino, Tomoya Iwakura, Hiroya Takamura and Manabu Okumura
Latent Variable Sentiment GrammarLiwen Zhang, Kewei Tu and Yue Zhang
Wide-Coverage Neural A* Parsing for Minimalist GrammarsJohn Torr, Milos Stanojevic, Mark Steedman and Shay B. Cohen
Enhancing Unsupervised Generative Dependency Parser with Contextual InformationWenjuan Han, Yong Jiang and Kewei Tu
Open-Domain Why-Question Answering with Adversarial Learning to Encode Answer TextsJong-Hoon Oh, Kazuma Kadowaki, Julien Kloetzer, Ryu Iida and Kentaro Torisawa
Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in TextsRui Xia and Zixiang Ding
Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task AnalysisJunyi Du, He Jiang, Jiaming Shen and Xiang Ren
Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic ChangeHaim Dubossarsky, Simon Hengchen, Nina Tahmasebi and Dominik Schlechtweg
Language Modeling with Shared GrammarYuyu Zhang and Le Song
Ordinal and Attribute Aware Response Generation in a Multimodal Dialogue SystemHardik Chauhan, Mauajama Firdaus, Asif Ekbal and Pushpak Bhattacharyya
Improving Neural Conversational Models with Entropy-Based Data FilteringRichárd Csáky, Patrik Purgai and Gábor Recski
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent RepresentationNing Dai, Jianze Liang, Xipeng Qiu and Xuanjing Huang
Distilling Translations with Visual AwarenessJulia Ive, Pranava Madhyastha and Lucia Specia
Encoding Social Information with Graph Convolutional Networks forPolitical Perspective Detection in News MediaChang Li and Dan Goldwasser
Reference Network for Neural Machine TranslationHan Fu, Chenghao Liu and Jianling Sun
Target-Guided Open-Domain ConversationJianheng Tang, Tiancheng Zhao, Chenyan Xiong, Xiaodan Liang, Eric Xing and Zhiting Hu
Mitigating Gender Bias in Natural Language Processing: Literature ReviewTony Sun, Andrew Gaut, Shirlyn Tang, Yuxin Huang, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth Belding, Kai-Wei Chang and William Yang Wang
VIFIDEL: Evaluating the Visual Fidelity of Image DescriptionsPranava Madhyastha, Josiah Wang and Lucia Specia
Searching for Effective Neural Extractive Summarization: What Works and What’s NextMing Zhong, Pengfei Liu, Danqing Wang, Xipeng Qiu and Xuanjing Huang
Give Me More Feedback II: Annotating Thesis Strength and Related Attributes in Student EssaysZixuan Ke, Hrishikesh Inamdar, Hui Lin and Vincent Ng
Retrieving Sequential Information for Non-Autoregressive Neural Machine TranslationChenze Shao, Yang Feng, Jinchao Zhang, Fandong Meng, Xilin Chen and Jie Zhou
Modeling Semantic Compositionality with Sememe KnowledgeFanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu and Maosong Sun
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained EmbeddingsVihari Piratla, Sunita Sarawagi and Soumen Chakrabarti
Learning to Ask Unanswerable Questions for Machine Reading ComprehensionHaichao Zhu, Li Dong, Furu Wei, Wenhui Wang, Bing Qin and Ting Liu
Graph Neural Networks with Generated Parameters for Relation ExtractionHao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua and Maosong Sun
A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance MiningShweta Yadav, Asif Ekbal, Sriparna Saha and Pushpak Bhattacharyya
Gated Embeddings in End-to-End Speech Recognition for Conversational-Context FusionSuyoun Kim, Siddharth Dalmia and Florian Metze
A Lightweight Recurrent Network for Sequence ModelingBiao Zhang and Rico Sennrich
STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix FrameworkMingbo Ma, Liang Huang, Hao Xiong, Renjie Zheng, Kaibo Liu, Baigong Zheng, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Hua Wu and Haifeng Wang
Generating Sentences from Disentangled Syntactic and Semantic SpacesYu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, XIN-YU DAI and Jiajun CHEN
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (DenSPI)Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur Parikh, Ali Farhadi and Hannaneh Hajishirzi
Multi-Channel Graph Neural Network for Entity AlignmentYixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li and Tat-Seng Chua
Neural-based Chinese Idiom Recommendation for Enhancing Elegance in Essay Writingyuanchao liu
Figurative Usage Detection of Symptom Words to Improve Personal Health Mention DetectionAdith Iyer, Aditya Joshi, Sarvnaz Karimi, Ross Sparks and Cecile Paris
Better Exploiting Latent Variables in Text ModelingCanasai Kruengkrai
Crowdsourcing and Validating Event-focused Emotion Corpora for German and EnglishEnrica Troiano, Sebastian Padó and Roman Klinger
Hierarchical Transfer Learning for Multi-label Text ClassificationSiddhartha Banerjee, Cem Akkaya, Francisco Perez-Sorrosal and Kostas Tsioutsiouliklis
Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting SummarizationManling Li, Lingyu Zhang, Heng Ji and Richard J. Radke
Adversarial Domain Adaptation Using Artificial Titles for Abstractive Title GenerationFrancine Chen and Yan-Ying Chen
SemBleu: A Robust Metric for AMR Parsing EvaluationLinfeng Song and Daniel Gildea
Look Harder: A Neural Machine Translation Model with Hard AttentionSathish Reddy Indurthi, Insoo Chung and Sangha Kim
Are You Looking? Grounding to Multiple Modalities in Vision-and-Language NavigationRonghang Hu, Daniel Fried, Anna Rohrbach, Dan Klein, Trevor Darrell and Kate Saenko
Robust Neural Machine Translation with Joint Textual and Phonetic EmbeddingHairong Liu, Mingbo Ma, Liang Huang, hao xiong and Zhongjun He
The Referential Reader: A Recurrent Entity Network for Anaphora ResolutionFei Liu, Luke Zettlemoyer and Jacob Eisenstein
A Neural Multi-digraph Model for Chinese NER with GazetteersRuixue Ding, Pengjun Xie, Xiaoyan Zhang, Wei Lu, Linlin Li and Luo Si
Neural Architectures for Nested NER through LinearizationJana Straková, Milan Straka and Jan Hajic
Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity DatasetsNicole Peinelt, Maria Liakata and Dong Nguyen
Bias Analysis and Mitigation in the Evaluation of Authorship VerificationJanek Bevendorff, Matthias Hagen, Benno Stein and Martin Potthast
Self-Supervised Neural Machine TranslationDana Ruiter, Cristina España-Bonet and Josef van Genabith
Who Sides With Whom? Towards Computational Construction of Discourse Networks for Political DebatesSebastian Padó, Andre Blessing, Nico Blokker, Erenay Dayanik, Sebastian Haunss and Jonas Kuhn
Visual Story Post-EditingTing-Yao Hsu, Chieh-Yang Huang, Yen-Chia Hsu and Ting-Hao Huang
Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word ProblemsYanyan Zou and Wei Lu
Numeracy-600K: Learning Numeracy for Detecting Exaggerated Information in Market CommentsChung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura and Hsin-Hsi Chen
Adaptive Attention Span in TransformersSainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski and Armand Joulin
Extracting Multiple-Relations in One-Pass with Pre-Trained TransformersHaoyu Wang, Ming Tan, Mo Yu, Shiyu Chang, Dakuo Wang, Kun Xu, Xiaoxiao Guo and Saloni Potdar
Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical EntailmentGoran Glavaš and Ivan Vulić
Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural NetworkSunil Kumar Sahu, Fenia Christopoulou, Makoto Miwa and Sophia Ananiadou
NNE: A Dataset for Nested Named Entity Recognition in English NewswireNicky Ringland, Xiang Dai, Ben Hachey, Sarvnaz Karimi, Cecile Paris and James R. Curran
Misleading Failures of Partial-input BaselinesShi Feng, Eric Wallace and Jordan Boyd-Graber
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual RepresentationsRui Zhang, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander Fabbri, William Hu, Neha Verma and Dragomir Radev
Online Infix Probability Computation for Probabilistic Finite AutomataMarco Cognetta, Yo-Sub Han and Soon Chan Kwon
Exact Hard Monotonic Attention for Character-Level TransductionShijie Wu and Ryan Cotterell
Soft Contextual Data Augmentation for Neural Machine TranslationFei Gao, Jinhua Zhu, Lijun Wu, Yingce Xia, Tao Qin, Xueqi Cheng, Wengang Zhou and Tie-Yan Liu
How to best use Syntax in Semantic Role LabellingYufei Wang, Mark Johnson, Stephen Wan, Yifang Sun and Wei Wang
Leveraging Meta Information in Short Text AggregationHe Zhao, Lan Du, Guanfeng Liu and Wray Buntine
Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic InferenceHe Bai, Yu Zhou, Jiajun Zhang and Chengqing Zong
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural NetworkKun Xu, liwei wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang and Dong Yu
A Simple and Effective Approach to Automatic Post-Editing with Transfer LearningGonçalo M. Correia and André F. T. Martins
The Risk of Racial Bias in Hate Speech DetectionMaarten Sap, Dallas Card, Saadia Gabriel, Yejin Choi and Noah A. Smith
Pay attention when you pay the bills. A multilingual corpus with dependency-based and semantic annotation of collocations.Marcos Garcia, Marcos García Salido, Susana Sotelo Docío, Estela Mosqueira and Margarita Alonso-Ramos
CNNs found to jump around more skillfully than RNNs: Compositional generalization in seq2seq convolutional networksRoberto Dessì and Marco Baroni
Do you know that Florence is packed with visitors? Evaluating state-of-the-art models of speaker commitmentNanjiang Jiang and Marie-Catherine de Marneffe
An Imitation Learning Approach to Unsupervised ParsingBowen Li, Lili Mou and Frank Keller
Domain Adaptive Inference for Neural Machine TranslationDanielle Saunders, Felix Stahlberg, Adrià de Gispert and Bill Byrne
Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative NormalizationMozhi Zhang, Keyulu Xu, Ken-ichi Kawarabayashi, Stefanie Jegelka and Jordan Boyd-Graber
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent SummarizationEva Sharma, Chen Li and Lu Wang
A Deep Reinforced Sequence-to-Set Model for Multi-Label ClassificationPengcheng Yang, Fuli Luo, Shuming Ma, Junyang Lin and Xu SUN
Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal InformationPengcheng Yang, Zhihan Zhang, Fuli Luo, Lei Li, Chengyang Huang and Xu SUN
Learning to Control the Fine-grained Sentiment for Story Ending GenerationFuli Luo, Damai Dai, Pengcheng Yang, Tianyu Liu, Baobao Chang, Zhifang Sui and Xu SUN
Reranking for Neural Semantic ParsingPengcheng Yin and Graham Neubig
An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency ParsingZhisong Zhang, Xuezhe Ma and Eduard Hovy
PTB Graph Parsing with Tree ApproximationYoshihide Kato and Shigeki Matsubara
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical StudyChinnadhurai Sankar, Sandeep Subramanian, Chris Pal, Sarath Chandar and Yoshua Bengio
Cost-sensitive Regularization for Label Confusion-aware Event DetectionHongyu Lin, Yaojie Lu, Xianpei Han and Le Sun
Using Human Attention to Extract Keyphrase from Microblog PostYingyi Zhang and Chengzhi Zhang
Does It Make Sense And Why A Pilot Study for Sense Making and ExplanationCunxiang Wang, Shuailong Liang, Yue Zhang, Xiaonan Li and Tian Gao
Delta Embedding LearningXiao Zhang, Ji Wu and Dejing Dou
Personalizing Dialogue Agents via Meta-LearningAndrea Madotto, Zhaojiang Lin, Chien-Sheng Wu and Pascale Fung
Fine-Grained Spoiler Detection from Large-Scale Review CorporaMengting Wan, Rishabh Misra, Ndapa Nakashole and Julian McAuley
An Investigation of Transfer Learning-Based Sentiment Analysis in JapaneseEnkhbold Bataa and Joshua Wu
MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon InductionPengcheng Yang, Fuli Luo, Peng Chen, Tianyu Liu and Xu SUN
Better Character Language Modeling Through MorphologyTerra Blevins and Luke Zettlemoyer
Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue ComprehensionZhengyuan Liu and Nancy Chen
Data Programming for Learning Discourse StructureSonia Badene, Kate Thompson, Jean-Pierre Lorré and Nicholas Asher
Complex Word Identification as a Sequence Labelling TaskSian Gooding and Ekaterina Kochmar
Annotation and automatic classification of aspectual categoriesMarkus Egg, Helena Prepens and Will Roberts
Probing Neural Network Comprehension of Natural Language ArgumentsTimothy Niven and Hung-Yu Kao
Uncovering Probabilistic Implications in Typological Knowledge BasesJohannes Bjerva, Yova Kementchedjhieva, Ryan Cotterell and Isabelle Augenstein
Recognising Agreement and Disagreement between Stances with Reason Comparing NetworksChang Xu, Cecile Paris, Surya Nepal and Ross Sparks
Sequence Labeling Parsing by Learning Across RepresentationsMichalina Strzyz, David Vilares and Carlos Gómez-Rodríguez
Confusionset-guided Pointer Networks for Chinese Spelling CheckDingmin Wang, Yi Tay and Li Zhong
Historical Text Normalization with Delayed RewardsSimon Flachs, Marcel Bollmann and Anders Søgaard
Multi-grained Attention with Object-level Grounding for Visual Question AnsweringPingping Huang, Jianhui Huang, Yuqing Guo, Min Qiao and Yong Zhu
Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head AttentionsJierui Li, Lei Wang, Jipeng Zhang, Yan Wang, Bing Tian Dai and Dongxiang Zhang
Representing Schema Structure with Graph Neural Networks for Text-to-SQL ParsingBen Bogin, Jonathan Berant and Matt Gardner
Analyzing the limitations of cross-lingual word embedding mappingsAitor Ormazabal, Mikel Artetxe, Gorka Labaka, Aitor Soroa and Eneko Agirre
Large Dataset and Language Model Fun-Tuning for Humor RecognitionVladislav Blinov, Valeria Bolotova-Baranova and Pavel Braslavski
A Working Memory Model for Task-oriented Dialog Response GenerationXiuyi Chen, Jiaming Xu and Bo Xu
Towards Automating Healthcare Question Answering in a Noisy Multilingual Low-Resource SettingJeanne E. Daniel, Willie Brink, Ryan Eloff and Charles Copley
HEAD-QA: A Healthcare Dataset for Complex ReasoningDavid Vilares and Carlos Gómez-Rodríguez
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot FillingHaihong E, Peiqing Niu, Zhongfu Chen and Meina Song
Improving Open Information Extraction via Iterative Rank-Aware LearningZhengbao Jiang, Pengcheng Yin and Graham Neubig
Joint Entity Extraction and Assertion Detection for Clinical TextParminder Bhatia, Busra Celikkaya and Mohammed Khalilia
Neural News Recommendation with Topic-Aware News RepresentationChuhan Wu, Fangzhao Wu, Mingxiao An, Yongfeng Huang and Xing Xie
Revisiting Low-Resource Neural Machine Translation: A Case StudyRico Sennrich and Biao Zhang
Putting words in context: LSTM language models and lexical ambiguityLaura Aina, Kristina Gulordava and Gemma Boleda
Interpolated Spectral NGram Language ModelsAriadna Quattoni and Xavier Carreras
Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine TranslationXinyi Wang and Graham Neubig
Evaluating Discourse in Structured Text RepresentationsElisa Ferracane, Greg Durrett, Junyi Jessy Li and Katrin Erk
Know What You Don't Know: Modeling a Pragmatic Speaker that Refers to Objects of Unknown CategoriesSina Zarrieß and David Schlangen
Corpus-based Check-up for ThesaurusNatalia Loukachevitch
Poetry to Prose Conversion in Sanskrit as a Linearisation Task: A case for Low-Resource LanguagesAmrith Krishna, Vishnu Sharma, Bishal Santra, Aishik Chakraborty, Pavankumar Satuluri and Pawan Goyal
Self-Attention Architectures for Answer-Agnostic Neural Question GenerationThomas Scialom, Benjamin Piwowarski and Jacopo Staiano
Toward Comprehensive Understanding of a Sentiment Based on Human MotivesNaoki Otani and Eduard Hovy
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE BenchmarkNikita Nangia and Samuel R. Bowman
Context-aware Embedding for Targeted Aspect-based Sentiment AnalysisBin Liang, Jiachen Du, Ruifeng Xu, Binyang Li and Hejiao Huang
Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning ApproachZonghan Yang, Yong Cheng, Yang Liu and Maosong Sun
Towards Improving Neural Named Entity Recognition with GazetteersTianyu Liu, Jin-Ge Yao and Chin-Yew Lin
Large-Scale Multi-Label Text Classification on EU LegislationIlias Chalkidis, Emmanouil Fergadiotis, Prodromos Malakasiotis and Ion Androutsopoulos
Celebrity ProfilingMatti Wiegmann, Benno Stein and Martin Potthast
Translating Translationese: A Two-Step Approach to Unsupervised Machine TranslationNima Pourdamghani, Nada Aldarrab, Marjan Ghazvininejad, Kevin Knight and Jonathan May
Compositional Semantic Parsing Across GraphbanksMatthias Lindemann, Jonas Groschwitz and Alexander Koller
A2N: Attending to Neighbors for Knowledge Graph InferenceTrapit Bansal, Da-Cheng Juan, Sujith Ravi and Andrew McCallum
You Only Need Attention to Traverse TreesMahtab Ahmed, Muhammad Rifayat Samee and Robert E. Mercer
Studying Summarization Evaluation Metrics in the Appropriate Scoring RangeMaxime Peyrard
BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingKevin Clark, Minh-Thang Luong, Urvashi Khandelwal, Christopher D. Manning and Quoc V. Le
Making Fast Graph-based Algorithms with Graph Metric EmbeddingsAndrey Kutuzov, Mohammad Dorgham, Oleksiy Oliynyk, Chris Biemann and Alexander Panchenko
Is word segmentation child's play in all languages?Georgia R. Loukatou, Steven Moran, Damian Blasi, Sabine Stoll and Alejandrina Cristia
Every child should have parents: a taxonomy refinement algorithm based on hyperbolic term embeddingsRami Aly, Shantanu Acharya, Alexander Ossa, Arne Köhn, Chris Biemann and Alexander Panchenko
What does BERT learn about the structure of language?Ganesh Jawahar, Benoît Sagot and Djamé Seddah
Neural Legal Judgment Prediction in EnglishIlias Chalkidis, Ion Androutsopoulos and Nikolaos Aletras
Dual Supervised Learning for Natural Language Understanding and GenerationShang-Yu Su, Chao-Wei Huang and Yun-Nung Chen
Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign DebatesShohreh Haddadan, Elena Cabrio and Serena Villata
Unsupervised Paraphrasing without TranslationAurko Roy and David Grangier
Reversing Gradients in Adversarial Domain Adaptation for Question Deduplication and Textual Entailment TasksAnush Kamath, Sparsh Gupta and Vitor Carvalho
Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic StructuresAmir Pouran Ben Veyseh, Thien Huu Nguyen and Dejing Dou
Training Hybrid Language Models by Marginalizing over SegmentationsEdouard Grave, Sainbayar Sukhbaatar, Piotr Bojanowski and Armand Joulin
Psycholinguistics meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question AnsweringClaudio Greco, Barbara Plank, Raquel Fernández and Raffaella Bernardi
On the distribution of deep clausal embeddings: a large cross-linguistic studyDamian Blasi, Ryan Cotterell, Lawrence Wolf-Sonkin, Sabine Stoll, Balthasar Bickel and Marco Baroni
Margin-based Parallel Corpus Mining with Multilingual Sentence EmbeddingsMikel Artetxe and Holger Schwenk
JW300: A Wide-Coverage Parallel Corpus for Low-Resource LanguagesŽeljko Agić and Ivan Vulić
Embedding Imputation with Grounded Language InformationZiyi Yang, Chenguang Zhu, Vin Sachidananda and Eric Darve
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement LearningTahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos and Miguel Ballesteros
Compositional Questions Do Not Necessitate Multi-hop ReasoningSewon Min, Eric Wallace, Sameer Singh, Matt Gardner, Hannaneh Hajishirzi and Luke Zettlemoyer
Boosting Dialog Response GenerationWenchao Du and Alan W Black
Embedding time expressions for deep temporal ordering modelsTanya Goyal and Greg Durrett
Learning to Rank for Plausible PlausibilityZhongyang Li, Tongfei Chen and Benjamin Van Durme
Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label DistributionsAmirreza Shirani, Franck Dernoncourt, Paul Asente, Nedim Lipka, Seokhwan Kim, Jose Echevarria and Thamar Solorio
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief TrackingHwaran Lee, Jinsik Lee and Tae-Yoon Kim
Towards Integration of Statistical Hypothesis Tests into Deep Neural NetworksAhmad Aghaebrahimian and Mark Cieliebak
Why Didn’t You Listen to Me? Comparing User Control of Human-in-the-Loop Topic ModelsVarun Kumar, Alison Smith-Renner, Leah Findlater, Kevin Seppi and Jordan Boyd-Graber
Synthetic QA Corpora Generation with Roundtrip ConsistencyChris Alberti, Daniel Andor, Emily Pitler, Jacob Devlin and Michael Collins
Attention-based Conditioning Methods for External Knowledge IntegrationKaterina Margatina, Christos Baziotis and Alexandros Potamianos
Generating Diverse Translations with Sentence CodesRaphael Shu, Hideki Nakayama and Kyunghyun Cho
A Transparent Framework for Evaluating Unintended Demographic Bias in Word EmbeddingsChris Sweeney and Maryam Najafian
End-to-end Deep Reinforcement Learning Based Coreference ResolutionHongliang Fei, Xu Li, Dingcheng Li and Ping Li
Exploring Phoneme-Level Speech Representations for End-to-End Speech TranslationElizabeth Salesky, Matthias Sperber and Alan W Black
A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity RecognitionRavneet Arora, Chen-Tse Tsai, Ketevan Tsereteli, Prabhanjan Kambadur and Yi Yang
Robust Zero-Shot Cross-Domain Slot Filling with Example ValuesDarsh Shah, Raghav Gupta, Amir Fayazi and Dilek Hakkani-Tur
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves ClassificationTu Vu and Mohit Iyyer
Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label EmbeddingsLinh The Nguyen, Linh Van Ngo, Khoat Than and Thien Huu Nguyen
Multimodal Abstractive Summarization for How2 VideosShruti Palaskar, Jindřich Libovický, Spandana Gella and Florian Metze
Rumor Detection By Exploiting User Credibility Information, Attention and Multi-task LearningQuanzhi Li, Qiong Zhang and Luo Si
Deep Unknown Intent Detection with Margin LossTing-En Lin and Hua Xu
A Simple Recipe towards Reducing Hallucination in Neural Surface RealisationFeng Nie, Jin-Ge Yao, Jinpeng Wang, Rong Pan and Chin-Yew Lin
Training Neural Machine Translation To Apply Terminology ConstraintsGeorgiana Dinu, Prashant Mathur, Marcello Federico and Yaser Al-Onaizan
BERT Rediscovers the Classical NLP PipelineIan Tenney, Dipanjan Das and Ellie Pavlick
Exploiting Sentential Context for Neural Machine TranslationXing Wang, Zhaopeng Tu, Longyue Wang and Shuming Shi
Multilingual Constituency Parsing with Self-Attention and Pre-TrainingNikita Kitaev, Steven Cao and Dan Klein
Simple Unsupervised Summarization by Contextual MatchingJiawei Zhou and Alexander Rush
Women's Syntactic Resilience and Men's Grammatical Luck: Gender-Bias in Part-of-Speech Tagging and Dependency ParsingAparna Garimella, Carmen Banea, Dirk Hovy and Rada Mihalcea
Storyboarding of Recipes: Grounded Contextual GenerationKhyathi Chandu, Eric Nyberg and Alan W Black
Energy and Policy Considerations for Deep Learning in NLPEmma Strubell, Ananya Ganesh and Andrew McCallum
Depth Growing for Neural Machine TranslationLijun Wu, Yiren Wang, Yingce Xia, Fei Tian, Fei Gao, Tao QIN, Jianhuang Lai and Tie-Yan Liu
Effective Adversarial Regularization for Neural Machine TranslationMotoki Sato, Jun Suzuki and Shun Kiyono
Improving Question Answering over Incomplete KBs with Knowledge-Aware ReaderWenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo and William Yang Wang
Span-Level Model for Relation ExtractionKalpit Dixit and Yaser Al-Onaizan
Evaluating Gender Bias in Machine TranslationGabriel Stanovsky, Noah A. Smith and Luke Zettlemoyer
Learning to Relate from Captions and Bounding BoxesSarthak Garg, Joel Ruben Antony Moniz, Anshu Aviral and Priyatham Bollimpalli
Attention Is (not) All You Need for Commonsense ReasoningTassilo Klein and Moin Nabi
How Multilingual is Multilingual BERT?Telmo Pires, Eva Schlinger and Dan Garrette
Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceTobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, Ido Dagan and Iryna Gurevych
Dataset Creation for Ranking Constructive News CommentsSoichiro Fujita, Hayato Kobayashi and Manabu Okumura
Global Textual Relation Embedding for Relational UnderstandingZhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan and Yu Su
Self-Supervised Learning for Contextualized Extractive SummarizationHong Wang, Xin Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang and William Yang Wang
Unsupervised Joint Training of Bilingual Word EmbeddingsBenjamin Marie and Atsushi Fujita
A Just and Comprehensive Strategy for Using NLP to Address Online AbuseDavid Jurgens, Libby Hemphill and Eshwar Chandrasekharan
Towards Near-imperceptible Steganographic TextFalcon Dai and Zheng Cai
Analyzing Linguistic Differences between Owner and Staff Attributed TweetsDaniel Preoţiuc-Pietro and Rita Devlin Marier
AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic ParsingXiang Zhang, Shizhu He, Kang Liu and Jun Zhao
Cross-Domain Generalization of Neural Constituency ParsersDaniel Fried, Nikita Kitaev and Dan Klein
Are Red Roses Red? Evaluating Consistency of Question-Answering ModelsMarco Tulio Ribeiro, Carlos Guestrin and Sameer Singh
Learning Representations from Imperfect Time Series Data via Tensor Rank RegularizationPaul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov and Louis-Philippe Morency
Enhancing Air Quality Prediction with Social Media and Natural Language ProcessingJyun-Yu Jiang, Xue Sun, Wei Wang and Sean Young
Improving Visual Question Answering by Referring to Generated Paragraph CaptionsHyounghun Kim and Mohit Bansal
Putting Evaluation in Context: Contextual Embeddings improve Machine Translation EvaluationNitika Mathur, Timothy Baldwin and Trevor Cohn
Context-specific Language Modeling for Human Trafficking Detection from Online AdvertisementsSaeideh Shahrokh Esfahani, Michael J. Cafarella, Maziyar Baran Pouyan, Gregory DeAngelo, Elena Eneva and Andy E. Fano
Leveraging Local and Global Patterns for Self-Attention NetworksMingzhou Xu, Derek F. Wong, Baosong Yang, Yue Zhang and Lidia S. Chao
Implicit Discourse Relation Identification for Open-domain DialoguesMingyu Derek Ma, Kevin Bowden, Jiaqi Wu, Wen Cui and Marilyn Walker
Sentence-Level Agreement for Neural Machine TranslationMingming Yang, Rui Wang, Kehai Chen, Masao Utiyama, eiichiro sumita, Min Zhang and Tiejun Zhao
Negative Lexically Constrained Decoding for Paraphrase GenerationTomoyuki Kajiwara
Wetin dey with these comments? Modeling Sociolinguistic Factors Affecting Code-switching Behavior in Nigerian Online DiscussionsInnocent Ndubuisi-Obi, Sayan Ghosh and David Jurgens
Towards Lossless Encoding of SentencesGabriele Prato, Mathieu Duchesneau, Sarath Chandar and Alain Tapp
A Corpus for Modeling User and Language Effects in Argumentation on Online DebatingEsin Durmus and Claire Cardie
The Effectiveness of Simple Hybrid Systems for Hypernym DiscoveryWilliam Held and Nizar Habash
Multilingual Unsupervised NMT using Shared Encoder and Language-Specific DecodersSukanta Sen, Kamal Kumar Gupta, Asif Ekbal and Pushpak Bhattacharyya
TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference TalksGuy Lev, Michal Shmueli-Scheuer, Jonathan Herzig, Achiya Jerbi and David Konopnicki
On the Summarization of Consumer Health QuestionsAsma Ben Abacha and Dina Demner-Fushman
Exploring Author Context for Detecting Intended vs Perceived SarcasmSilviu Oprea and Walid Magdy
Simple and Effective Paraphrastic Similarity from Parallel TranslationsJohn Wieting, Kevin Gimpel, Graham Neubig and Taylor Berg-Kirkpatrick
Bilingual Lexicon Induction through Unsupervised Machine TranslationMikel Artetxe, Gorka Labaka and Eneko Agirre
A Surprisingly Robust Trick for the Winograd Schema ChallengeVid Kocijan, Ana-Maria Cretu, Oana-Maria Camburu, Yordan Yordanov and Thomas Lukasiewicz
Large-Scale Transfer Learning for Natural Language GenerationSergey Golovanov, Rauf Kurbanov, Sergey Nikolenko, Kyryl Truskovskyi, Alexander Tselousov and Thomas Wolf
Better OOV Translation with Bilingual Terminology MiningMatthias Huck, Viktor Hangya and Alexander Fraser
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Label-Agnostic Sequence Labeling by Copying Nearest NeighborsSam Wiseman and Karl Stratos
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Coreference Resolution with Entity EqualizationBen Kantor and Amir Globerson
Simultaneous Translation with Flexible Policy via Restricted Imitation LearningBaigong Zheng, Renjie Zheng, Mingbo Ma and Liang Huang
Twitter Homophily: Network Based Prediction of User's OccupationJiaqi Pan, Rishabh Bhardwaj, Wei Lu, Hai Leong Chieu, Xinghao Pan and Ni Yi Puay
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MC^2: Multi-perspective Convolutional Cube for Conversational Machine Reading ComprehensionXuanyu Zhang
Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses SelectionJunyu Lu, Chenbin Zhang, Zeying Xie, Guang Ling, Tom Chao Zhou and Zenglin Xu
Sakura: Large-scale Incorrect Example Retrieval System for Learners of Japanese as a Second LanguageMio Arai, Tomonori Kodaira and Mamoru Komachi
SLATE: A Super-Lightweight Annotation Tool for ExpertsJonathan K. Kummerfeld
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SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document TriageElizabeth Boschee, Joel Barry, Jayadev Billa, Marjorie Freedman, Thamme Gowda, Constantine Lignos, Chester Palen-Michel, Michael Pust, Banriskhem Kayang Khonglah, Srikanth Madikeri, Jonathan May and Scott Miller
Jiuge: A Human-Machine Cooperative Chinese Classical Poetry Generation SystemGuo Zhipeng, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Jiannan Liang, Huimin Chen, Yuhui Zhang and Ruoyu Li
Rapid Customization for Event ExtractionYee Seng Chan, Joshua Fasching, Haoling Qiu and Bonan Min
A Multiscale Visualization of Attention in the Transformer ModelJesse Vig
PostAc : A Visual Interactive Search, Exploration, and Analysis Platform for PhD Intensive Job PostingsChenchen Xu, Inger Mewburn, Will J Grant and Hanna Suominen
An adaptable task-oriented dialog system for stand-alone embedded devicesLong Duong, Vu Cong Duy Hoang, Tuyen Quang Pham, Yu-Heng Hong, Vladislavs Dovgalecs, Guy Bashkansky, Jason Black, Andrew Bleeker, Serge Le Huitouze and Mark Johnson
AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence TaggingBill Yuchen Lin, Dong-Ho Lee, Frank F. Xu, Ouyu Lan and Xiang Ren
ConvLab: Multi-Domain End-to-End Dialog System PlatformSungjin Lee, Qi Zhu, Ryuichi Takanobu, Xiang Li, Yaoqin Zhang, Zheng Zhang, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang and Jianfeng Gao
Demonstration of a Neural Machine Translation System with Online Learning for TranslatorsMiguel Domingo, Mercedes García-Martínez, Amando Estela Pastor, Laurent Bié, Alexander Helle, Álvaro Peris, Francisco Casacuberta and Manuel Herranz Pérez
FASTDial: Abstracting Dialogue Policies for Fast Development of Task Oriented AgentsSerra Sinem Tekiroglu, Bernardo Magnini and Marco Guerini
A Neural, Interactive-predictive System for Multimodal Sequence to Sequence TasksÁlvaro Peris and Francisco Casacuberta
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification ToolkitLiqun Liu, Funan Mu, Pengyu Li, Xin Mu, Jing Tang, Xingsheng Ai, Ran Fu, Lifeng Wang and Xing Zhou
ADVISER: A Dialog System Framework for Education & ResearchDaniel Ortega, Dirk Väth, Gianna Weber, Lindsey Vanderlyn, Maximilian Schmidt, Moritz Völkel, Zorica Karacevic and Ngoc Thang Vu
KCAT: A Knowledge-Constraint Typing Annotation ToolSheng Lin, Luye Zheng, Bo Chen, Siliang Tang, Zhigang Chen, Guoping Hu, Yueting Zhuang, Fei Wu and Xiang Ren
An Environment for the Relational Annotation of Political DebatesAndre Blessing, Nico Blokker, Sebastian Haunss, Jonas Kuhn, Gabriella Lapesa and Sebastian Padó
GLTR: Statistical Detection and Visualization of Generated TextSebastian Gehrmann, Hendrik Strobelt and Alexander Rush
OpenKiwi: An Open Source Framework for Quality EstimationFabio Kepler, Jonay Trenous, Marcos Treviso, Miguel Vera and André F. T. Martins
Microsoft Icecaps: An Open-Source Toolkit for Conversation ModelingVighnesh Leonardo Shiv, Chris Quirk, Anshuman Suri, Xiang Gao, Khuram Shahid, Nithya Govindarajan, Yizhe Zhang, Jianfeng Gao, Michel Galley, Chris Brockett, Tulasi Menon and Bill Dolan
PerspectroScope: A Window to the World of Diverse PerspectivesSihao Chen, Daniel Khashabi, Chris Callison- Burch and Dan Roth
HEIDL: Learning Linguistic Expressions with Deep Learning and Human-in-the- LoopPrithviraj Sen, Yunyao Li, Eser Kandogan, Yiwei Yang and Walter Lasecki
My Turn To Read: An Interleaved E-book Reading Tool for Developing and Struggling ReadersNitin Madnani, Beata Beigman Klebanov, Anastassia Loukina, Binod Gyawali, John Sabatini, Patrick Lange, Michael Flor
GrapAL: Connecting the Dots in Scientific LiteratureChristine Betts, Joanna Power and Waleed Ammar
ClaimPortal: Integrated Monitoring, Searching, Checking, and Analytics of Factual Claims on TwitterSarthak Majithia, Fatma Arslan, Sumeet Lubal, Damian Jimenez, Priyank Arora, Josue Caraballo and Chengkai Li
Texar: A Modularized, Versatile, and Extensible Toolkit for Text GenerationZhiting Hu, Haoran Shi, Bowen Tan, Wentao Wang, Zichao Yang, Tiancheng Zhao, Junxian He, Lianhui Qin, Di Wang, Xuezhe Ma, Zhengzhong Liu, Xiaodan Liang, Wanrong Zhu, Devendra Sachan and Eric Xing
Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic FormulaePiero Molino, Yang Wang and Jiawei Zhang
Flambé: A Customizable Framework for Multistage Natural Language Processing ExperimentsJeremy Wohlwend, Nicholas Matthews and Ivan Itzcovich
A Modular Tool for Automatic SummarizationValentin Nyzam and Aurélien Bossard
TARGER: Neural Argument Mining at Your FingertipsArtem Chernodub, Oleksiy Oliynyk, Philipp Heidenreich, Alexander Bondarenko, Matthias Hagen, Chris Biemann and Alexander Panchenko
MoNoise: A Multi-lingual and Easy-to-use Lexical Normalization ToolRob van der Goot
Level-Up: Learning to Improve Proficiency Level of EssaysWen-Bin Han, Jhih-Jie Chen, Chingyu Yang and Jason Chang
Learning to Link Grammar and Encyclopedic Information of Assist ESL LearnersJhih-Jie Chen, Chingyu Yang, Peichen Ho, Ming Chiao Tsai, Chia-Fang Ho, Kai-Wen Tuan, Chung- Ting Tsai, Wen-Bin Han and Jason Chang
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A Japanese Word Segmentation ProposalStalin Aguirre and Josafá Aguiar
A Strong and Robust Baseline for Text-Image MatchingFangyu Liu and Rongtian Ye
Active Reading Comprehension: A dataset for learning the Question-Answer Relationship strategyDiana Galvan
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Automatic Generation of Personalized Comment Based on User ProfileWenhuan Zeng, Abulikemu Abuduweili, Lei Li and Pengcheng Yang
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n_grams = [1, 2, 3]
all_grams = {1: [], 2: [], 3: []}
for tag in all_tags[:-1]:
    tokenized_tag = word_tokenize(tag.text)
    for n in n_grams:
        for grams in ngrams(tag.text.lower().split(), n):
            all_grams[n].append(' '.join(grams))
    _____no_output_____remove_these = set(stopwords.words('english'))_____no_output_____unigrams = [w for w in all_grams[1] if w not in remove_these]_____no_output_____fq_dist_unigrams = FreqDist(unigrams)_____no_output_____

c = Counter(fq_dist_unigrams)
grams = []
values = []
number_most_commons = 20
for k, v in c.most_common(number_most_commons):
    grams.append(k)
    values.append(v)

grams.reverse()
values.reverse()

fig, ax = plt.subplots()
ax.set_yticks(range(len(grams)))
ax.set_yticklabels(grams)

plt.barh(range(len(grams)), values)_____no_output_____bigrams = [w for w in all_grams[2] if w not in remove_these]
fq_dist_bigrams = FreqDist(bigrams)
c = Counter(fq_dist_bigrams)
grams = []
values = []
number_most_commons = 20
for k, v in c.most_common(number_most_commons):
    grams.append(k)
    values.append(v)

grams.reverse()
values.reverse()

fig, ax = plt.subplots()
ax.set_yticks(range(len(grams)))
ax.set_yticklabels(grams)

plt.barh(range(len(grams)), values)_____no_output_____
trigrams = [w for w in all_grams[3] if w not in remove_these]
fq_dist_trigrams = FreqDist(trigrams)

c = Counter(fq_dist_trigrams)
grams = []
values = []
number_most_commons = 20
for k, v in c.most_common(number_most_commons):
    grams.append(k)
    values.append(v)

grams.reverse()
values.reverse()

fig, ax = plt.subplots()
ax.set_yticks(range(len(grams)))
ax.set_yticklabels(grams)

plt.barh(range(len(grams)), values)_____no_output_____
</code>