Video Creation by Demonstration
Paper
• 2412.09551 • Published
• 9
Pending Papers
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DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
Paper • 2412.07589 • Published • 48 -
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
Paper • 2412.06531 • Published • 72 -
APOLLO: SGD-like Memory, AdamW-level Performance
Paper • 2412.05270 • Published • 37 -
Ultra-Sparse Memory Network
Paper • 2411.12364 • Published • 23 -
Agent Workflow Memory
Paper • 2409.07429 • Published • 32 -
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
Paper • 2408.03615 • Published • 31 -
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
Paper • 2407.12784 • Published • 51 -
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
Paper • 2407.04363 • Published • 34 -
VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding
Paper • 2403.11481 • Published • 13 -
Evaluating Very Long-Term Conversational Memory of LLM Agents
Paper • 2402.17753 • Published • 19 -
ChatQA: Building GPT-4 Level Conversational QA Models
Paper • 2401.10225 • Published • 36 -
Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement
Paper • 2401.14215 • Published • 2 -
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries
Paper • 2402.13043 • Published • 2 -
Evaluating and Aligning CodeLLMs on Human Preference
Paper • 2412.05210 • Published • 50 -
UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics
Paper • 2412.07774 • Published • 30 -
Granite Guardian
Paper • 2412.07724 • Published • 18 -
Fully Open Source Moxin-7B Technical Report
Paper • 2412.06845 • Published • 11 -
Training Large Language Models to Reason in a Continuous Latent Space
Paper • 2412.06769 • Published • 94 -
ProcessBench: Identifying Process Errors in Mathematical Reasoning
Paper • 2412.06559 • Published • 86 -
Maya: An Instruction Finetuned Multilingual Multimodal Model
Paper • 2412.07112 • Published • 28 -
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Paper • 2412.05271 • Published • 160 -
EXAONE 3.5: Series of Large Language Models for Real-world Use Cases
Paper • 2412.04862 • Published • 50 -
Evaluating Language Models as Synthetic Data Generators
Paper • 2412.03679 • Published • 47 -
Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection
Paper • 2412.04455 • Published • 38 -
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
Paper • 2310.08992 • Published • 12 -
Densing Law of LLMs
Paper • 2412.04315 • Published • 19 -
Discriminative Fine-tuning of LVLMs
Paper • 2412.04378 • Published • 10 -
MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation
Paper • 2412.04448 • Published • 10 -
PaliGemma 2: A Family of Versatile VLMs for Transfer
Paper • 2412.03555 • Published • 133 -
Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models
Paper • 2412.02980 • Published • 15 -
Balancing Speed and Stability: The Trade-offs of FP8 vs. BF16 Training in LLMs
Paper • 2411.08719 • Published • 1 -
Little Giants: Synthesizing High-Quality Embedding Data at Scale
Paper • 2410.18634 • Published -
A Survey on Data Synthesis and Augmentation for Large Language Models
Paper • 2410.12896 • Published • 1 -
Self-Improvement in Language Models: The Sharpening Mechanism
Paper • 2412.01951 • Published -
Large Language Models Can Self-Improve in Long-context Reasoning
Paper • 2411.08147 • Published • 65 -
Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability
Paper • 2411.19943 • Published • 62 -
MALT: Improving Reasoning with Multi-Agent LLM Training
Paper • 2412.01928 • Published • 45 -
Multi-Agent Large Language Models for Conversational Task-Solving
Paper • 2410.22932 • Published -
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning
Paper • 2412.03248 • Published • 26 -
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation
Paper • 2412.02592 • Published • 24 -
Scaling Image Tokenizers with Grouped Spherical Quantization
Paper • 2412.02632 • Published • 10 -
X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models
Paper • 2412.01824 • Published • 64 -
o1-Coder: an o1 Replication for Coding
Paper • 2412.00154 • Published • 44 -
Open-Sora Plan: Open-Source Large Video Generation Model
Paper • 2412.00131 • Published • 33 -
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
Paper • 2412.00568 • Published • 24 -
PhysGame: Uncovering Physical Commonsense Violations in Gameplay Videos
Paper • 2412.01800 • Published • 6 -
A Simple and Provable Scaling Law for the Test-Time Compute of Large Language Models
Paper • 2411.19477 • Published • 6 -
Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting
Paper • 2412.00869 • Published • 4 -
World-consistent Video Diffusion with Explicit 3D Modeling
Paper • 2412.01821 • Published • 4 -
Yi-Lightning Technical Report
Paper • 2412.01253 • Published • 28 -
Reverse Thinking Makes LLMs Stronger Reasoners
Paper • 2411.19865 • Published • 23 -
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset
Paper • 2411.15640 • Published • 5 -
Large Language Model-Brained GUI Agents: A Survey
Paper • 2411.18279 • Published • 30 -
Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens
Paper • 2411.17691 • Published • 13 -
Learning 3D Representations from Procedural 3D Programs
Paper • 2411.17467 • Published • 9 -
Star Attention: Efficient LLM Inference over Long Sequences
Paper • 2411.17116 • Published • 53 -
O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?
Paper • 2411.16489 • Published • 45 -
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
Paper • 2411.16594 • Published • 39 -
Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry
Paper • 2411.15221 • Published • 30 -
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages
Paper • 2411.16508 • Published • 10 -
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models
Paper • 2411.15671 • Published • 8 -
LLMs Do Not Think Step-by-step In Implicit Reasoning
Paper • 2411.15862 • Published • 9 -
Predicting Emergent Capabilities by Finetuning
Paper • 2411.16035 • Published • 7 -
TÜLU 3: Pushing Frontiers in Open Language Model Post-Training
Paper • 2411.15124 • Published • 67 -
A Flexible Large Language Models Guardrail Development Methodology Applied to Off-Topic Prompt Detection
Paper • 2411.12946 • Published • 22 -
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games
Paper • 2411.13543 • Published • 19 -
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions
Paper • 2411.14405 • Published • 61 -
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
Paper • 2411.14199 • Published • 34 -
Hymba: A Hybrid-head Architecture for Small Language Models
Paper • 2411.13676 • Published • 47 -
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
Paper • 2411.14257 • Published • 14 -
Patience Is The Key to Large Language Model Reasoning
Paper • 2411.13082 • Published • 7 -
VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models
Paper • 2411.13503 • Published • 34 -
SageAttention2 Technical Report: Accurate 4 Bit Attention for Plug-and-play Inference Acceleration
Paper • 2411.10958 • Published • 57 -
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training
Paper • 2411.13476 • Published • 16 -
Continuous Speculative Decoding for Autoregressive Image Generation
Paper • 2411.11925 • Published • 16 -
Building Trust: Foundations of Security, Safety and Transparency in AI
Paper • 2411.12275 • Published • 11 -
Evaluating Tokenizer Performance of Large Language Models Across Official Indian Languages
Paper • 2411.12240 • Published • 7 -
Generative World Explorer
Paper • 2411.11844 • Published • 77 -
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices
Paper • 2411.10640 • Published • 46 -
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering
Paper • 2411.11504 • Published • 24 -
Drowning in Documents: Consequences of Scaling Reranker Inference
Paper • 2411.11767 • Published • 19 -
Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering
Paper • 2411.09213 • Published • 7 -
Evaluating the role of `Constitutions' for learning from AI feedback
Paper • 2411.10168 • Published • 5 -
The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use
Paper • 2411.10323 • Published • 34 -
LLaVA-o1: Let Vision Language Models Reason Step-by-Step
Paper • 2411.10440 • Published • 129 -
LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models
Paper • 2411.09595 • Published • 77 -
Hardware and Software Platform Inference
Paper • 2411.05197 • Published • 4 -
Stronger Models are NOT Stronger Teachers for Instruction Tuning
Paper • 2411.07133 • Published • 38 -
Scaling Properties of Diffusion Models for Perceptual Tasks
Paper • 2411.08034 • Published • 13 -
GRS-QA -- Graph Reasoning-Structured Question Answering Dataset
Paper • 2411.00369 • Published • 7 -
GPT or BERT: why not both?
Paper • 2410.24159 • Published • 14 -
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
Paper • 2410.13080 • Published -
What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective
Paper • 2410.23743 • Published • 64 -
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
Paper • 2410.21465 • Published • 11 -
RARe: Retrieval Augmented Retrieval with In-Context Examples
Paper • 2410.20088 • Published • 4 -
Autoregressive Models in Vision: A Survey
Paper • 2411.05902 • Published • 19 -
Game-theoretic LLM: Agent Workflow for Negotiation Games
Paper • 2411.05990 • Published • 9 -
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding
Paper • 2411.04282 • Published • 37 -
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
Paper • 2411.04905 • Published • 127 -
BitNet a4.8: 4-bit Activations for 1-bit LLMs
Paper • 2411.04965 • Published • 69 -
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Paper • 2411.04996 • Published • 50 -
Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model
Paper • 2411.04496 • Published • 22 -
Self-Consistency Preference Optimization
Paper • 2411.04109 • Published • 19 -
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
Paper • 2411.03562 • Published • 69 -
"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization
Paper • 2411.02355 • Published • 51 -
How Far is Video Generation from World Model: A Physical Law Perspective
Paper • 2411.02385 • Published • 34 -
Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent
Paper • 2411.02265 • Published • 25 -
Adaptive Caching for Faster Video Generation with Diffusion Transformers
Paper • 2411.02397 • Published • 23 -
Constrained Diffusion Implicit Models
Paper • 2411.00359 • Published • 6 -
Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks
Paper • 2411.01192 • Published • 5 -
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
Paper • 2410.23218 • Published • 49 -
Personalization of Large Language Models: A Survey
Paper • 2411.00027 • Published • 33 -
Survey of User Interface Design and Interaction Techniques in Generative AI Applications
Paper • 2410.22370 • Published • 12 -
BitStack: Fine-Grained Size Control for Compressed Large Language Models in Variable Memory Environments
Paper • 2410.23918 • Published • 21 -
SelfCodeAlign: Self-Alignment for Code Generation
Paper • 2410.24198 • Published • 24 -
AAAR-1.0: Assessing AI's Potential to Assist Research
Paper • 2410.22394 • Published • 16 -
On Memorization of Large Language Models in Logical Reasoning
Paper • 2410.23123 • Published • 18 -
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
Paper • 2410.20424 • Published • 40 -
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization
Paper • 2410.19609 • Published • 18 -
A Survey of Small Language Models
Paper • 2410.20011 • Published • 46 -
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant
Paper • 2410.18603 • Published • 32 -
Counting Ability of Large Language Models and Impact of Tokenization
Paper • 2410.19730 • Published • 11 -
Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss
Paper • 2410.17243 • Published • 92 -
Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch
Paper • 2410.18693 • Published • 42 -
Unbounded: A Generative Infinite Game of Character Life Simulation
Paper • 2410.18975 • Published • 37 -
Multi-Draft Speculative Sampling: Canonical Architectures and Theoretical Limits
Paper • 2410.18234 • Published • 4 -
WorldSimBench: Towards Video Generation Models as World Simulators
Paper • 2410.18072 • Published • 19 -
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module
Paper • 2311.05556 • Published • 87 -
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
Paper • 2310.04378 • Published • 22 -
Conditional Diffusion Distillation
Paper • 2310.01407 • Published • 20 -
Aligning Text-to-Image Diffusion Models with Reward Backpropagation
Paper • 2310.03739 • Published • 22 -
Large Concept Models: Language Modeling in a Sentence Representation Space
Paper • 2412.08821 • Published • 17 -
The Role of Summarization in Generative Agents: A Preliminary Perspective
Paper • 2305.01253 • Published • 1 -
Generative Agents: Interactive Simulacra of Human Behavior
Paper • 2304.03442 • Published • 15 -
SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents
Paper • 2403.08715 • Published • 21 -
Generative Agent Simulations of 1,000 People
Paper • 2411.10109 • Published • 5 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 152 -
DRLC: Reinforcement Learning with Dense Rewards from LLM Critic
Paper • 2401.07382 • Published • 2 -
Secrets of RLHF in Large Language Models Part II: Reward Modeling
Paper • 2401.06080 • Published • 28 -
Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs
Paper • 2403.05020 • Published • 2 -
Improving Reinforcement Learning from Human Feedback Using Contrastive Rewards
Paper • 2403.07708 • Published -
Large Language Model-based Human-Agent Collaboration for Complex Task Solving
Paper • 2402.12914 • Published -
Interactive Agents: Simulating Counselor-Client Psychological Counseling via Role-Playing LLM-to-LLM Interactions
Paper • 2408.15787 • Published • 2 -
Building Cooperative Embodied Agents Modularly with Large Language Models
Paper • 2307.02485 • Published • 12 -
Natural Language Reinforcement Learning
Paper • 2411.14251 • Published • 31 -
Challenges in Human-Agent Communication
Paper • 2412.10380 • Published • 2 -
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents
Paper • 2412.03563 • Published • 1 -
AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios
Paper • 2410.19346 • Published -
ReSpAct: Harmonizing Reasoning, Speaking, and Acting Towards Building Large Language Model-Based Conversational AI Agents
Paper • 2411.00927 • Published • 2 -
Simulating User Agents for Embodied Conversational-AI
Paper • 2410.23535 • Published • 1 -
Positive Experience Reflection for Agents in Interactive Text Environments
Paper • 2411.02223 • Published -
From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons
Paper • 2412.08442 • Published -
OpenDevin: An Open Platform for AI Software Developers as Generalist Agents
Paper • 2407.16741 • Published • 76 -
Agentless: Demystifying LLM-based Software Engineering Agents
Paper • 2407.01489 • Published • 65 -
Scaling Instructable Agents Across Many Simulated Worlds
Paper • 2404.10179 • Published • 28 -
CodeNav: Beyond tool-use to using real-world codebases with LLM agents
Paper • 2406.12276 • Published -
Code Agents are State of the Art Software Testers
Paper • 2406.12952 • Published • 1 -
HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale
Paper • 2409.16299 • Published • 11 -
Reinforcement Learning: An Overview
Paper • 2412.05265 • Published • 8 -
Automated Reinforcement Learning: An Overview
Paper • 2201.05000 • Published -
3DGraphLLM: Combining Semantic Graphs and Large Language Models for 3D Scene Understanding
Paper • 2412.18450 • Published • 36 -
3D Scene Graph Guided Vision-Language Pre-training
Paper • 2411.18666 • Published -
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
Paper • 2412.17739 • Published • 41 -
GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models
Paper • 2412.12735 • Published -
Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models
Paper • 2412.07171 • Published • 1 -
In Case You Missed It: ARC 'Challenge' Is Not That Challenging
Paper • 2412.17758 • Published • 17 -
Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation
Paper • 2412.15255 • Published • 4 -
Rethinking Thinking Tokens: Understanding Why They Underperform in Practice
Paper • 2411.11371 • Published -
Are Your LLMs Capable of Stable Reasoning?
Paper • 2412.13147 • Published • 93 -
A NotSo Simple Way to Beat Simple Bench
Paper • 2412.12173 • Published -
Are You Doubtful? Oh, It Might Be Difficult Then! Exploring the Use of Model Uncertainty for Question Difficulty Estimation
Paper • 2412.11831 • Published -
ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
Paper • 2412.14711 • Published • 16 -
A Survey on Inference Optimization Techniques for Mixture of Experts Models
Paper • 2412.14219 • Published -
PERFT: Parameter-Efficient Routed Fine-Tuning for Mixture-of-Expert Model
Paper • 2411.08212 • Published -
RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response
Paper • 2412.14922 • Published • 88 -
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
Paper • 2412.17256 • Published • 47 -
Deliberation in Latent Space via Differentiable Cache Augmentation
Paper • 2412.17747 • Published • 32 -
Diving into Self-Evolving Training for Multimodal Reasoning
Paper • 2412.17451 • Published • 42 -
OpenAI o1 System Card
Paper • 2412.16720 • Published • 37 -
Revisiting In-Context Learning with Long Context Language Models
Paper • 2412.16926 • Published • 32 -
LearnLM: Improving Gemini for Learning
Paper • 2412.16429 • Published • 22 -
Outcome-Refining Process Supervision for Code Generation
Paper • 2412.15118 • Published • 19 -
DRT-o1: Optimized Deep Reasoning Translation via Long Chain-of-Thought
Paper • 2412.17498 • Published • 22 -
PC Agent: While You Sleep, AI Works -- A Cognitive Journey into Digital World
Paper • 2412.17589 • Published • 14 -
A Survey on Human-Centric LLMs
Paper • 2411.14491 • Published -
Agent-SafetyBench: Evaluating the Safety of LLM Agents
Paper • 2412.14470 • Published • 13 -
NILE: Internal Consistency Alignment in Large Language Models
Paper • 2412.16686 • Published • 8 -
Parallelized Autoregressive Visual Generation
Paper • 2412.15119 • Published • 53 -
Offline Reinforcement Learning for LLM Multi-Step Reasoning
Paper • 2412.16145 • Published • 38 -
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation
Paper • 2412.13649 • Published • 21 -
DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
Paper • 2412.14838 • Published -
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
Paper • 2412.10319 • Published • 11 -
Progressive Multimodal Reasoning via Active Retrieval
Paper • 2412.14835 • Published • 73 -
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Paper • 2412.15204 • Published • 38 -
Token-Budget-Aware LLM Reasoning
Paper • 2412.18547 • Published • 46 -
MMFactory: A Universal Solution Search Engine for Vision-Language Tasks
Paper • 2412.18072 • Published • 18 -
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression
Paper • 2412.17483 • Published • 34 -
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era
Paper • 2412.18702 • Published • 8 -
Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment
Paper • 2412.19326 • Published • 18 -
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey
Paper • 2412.18619 • Published • 60 -
1.58-bit FLUX
Paper • 2412.18653 • Published • 86 -
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs
Paper • 2412.18925 • Published • 107 -
On the Compositional Generalization of Multimodal LLMs for Medical Imaging
Paper • 2412.20070 • Published • 42 -
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
Paper • 2501.00958 • Published • 109 -
VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control
Paper • 2501.01427 • Published • 53 -
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings
Paper • 2501.01257 • Published • 51 -
Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models
Paper • 2501.01423 • Published • 44 -
ProgCo: Program Helps Self-Correction of Large Language Models
Paper • 2501.01264 • Published • 26 -
Unifying Specialized Visual Encoders for Video Language Models
Paper • 2501.01426 • Published • 20 -
Dynamic Scaling of Unit Tests for Code Reward Modeling
Paper • 2501.01054 • Published • 16 -
Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing
Paper • 2501.00658 • Published • 7 -
Attamba: Attending To Multi-Token States
Paper • 2411.17685 • Published -
Xmodel-2 Technical Report
Paper • 2412.19638 • Published • 27 -
Deep Learning-based Approaches for State Space Models: A Selective Review
Paper • 2412.11211 • Published -
On the Expressiveness and Length Generalization of Selective State-Space Models on Regular Languages
Paper • 2412.19350 • Published -
Test-time Computing: from System-1 Thinking to System-2 Thinking
Paper • 2501.02497 • Published • 45 -
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
Paper • 2501.02506 • Published • 10 -
Scaling Laws for Floating Point Quantization Training
Paper • 2501.02423 • Published • 26 -
Graph Generative Pre-trained Transformer
Paper • 2501.01073 • Published • 18 -
Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements
Paper • 2501.00773 • Published • 1 -
Personalized Graph-Based Retrieval for Large Language Models
Paper • 2501.02157 • Published • 31 -
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling
Paper • 2408.16737 • Published • 1 -
A Comparative Study on Reasoning Patterns of OpenAI's o1 Model
Paper • 2410.13639 • Published • 19 -
Reinforcement Learning Enhanced LLMs: A Survey
Paper • 2412.10400 • Published -
Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks
Paper • 2403.05185 • Published • 23 -
Dynamic graph neural networks for enhanced volatility prediction in financial markets
Paper • 2410.16858 • Published • 1 -
Cooperative Graph Neural Networks
Paper • 2310.01267 • Published • 1 -
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection
Paper • 2307.03759 • Published • 1 -
Spatio-Temporal Graph Neural Networks: A Survey
Paper • 2301.10569 • Published • 1 -
A Survey of Graph Neural Networks for Social Recommender Systems
Paper • 2212.04481 • Published • 1 -
Multi-Reranker: Maximizing performance of retrieval-augmented generation in the FinanceRAG challenge
Paper • 2411.16732 • Published • 1 -
FinGen: A Dataset for Argument Generation in Finance
Paper • 2405.20708 • Published -
'Finance Wizard' at the FinLLM Challenge Task: Financial Text Summarization
Paper • 2408.03762 • Published • 1 -
MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning
Paper • 2411.03314 • Published • 1 -
A Survey of Large Language Models in Finance (FinLLMs)
Paper • 2402.02315 • Published • 1 -
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models
Paper • 2402.10986 • Published • 81 -
GeAR: Generation Augmented Retrieval
Paper • 2501.02772 • Published • 21 -
Agent Laboratory: Using LLM Agents as Research Assistants
Paper • 2501.04227 • Published • 95 -
LLM4SR: A Survey on Large Language Models for Scientific Research
Paper • 2501.04306 • Published • 35 -
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though
Paper • 2501.04682 • Published • 99 -
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics
Paper • 2501.04686 • Published • 53 -
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
Paper • 2501.04519 • Published • 288 -
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models
Paper • 2501.03262 • Published • 104 -
Cosmos World Foundation Model Platform for Physical AI
Paper • 2501.03575 • Published • 82 -
DeepSeek-V3 Technical Report
Paper • 2412.19437 • Published • 76 -
Synthetic Vision: Training Vision-Language Models to Understand Physics
Paper • 2412.08619 • Published -
Large Action Models: From Inception to Implementation
Paper • 2412.10047 • Published • 36 -
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models
Paper • 2501.02955 • Published • 44 -
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
Paper • 2501.03936 • Published • 23 -
Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback
Paper • 2501.03916 • Published • 16 -
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers
Paper • 2501.02393 • Published • 7 -
VideoRAG: Retrieval-Augmented Generation over Video Corpus
Paper • 2501.05874 • Published • 75 -
Infecting Generative AI With Viruses
Paper • 2501.05542 • Published • 13 -
Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains
Paper • 2501.05707 • Published • 20 -
Demystifying Domain-adaptive Post-training for Financial LLMs
Paper • 2501.04961 • Published • 11 -
Enhancing Human-Like Responses in Large Language Models
Paper • 2501.05032 • Published • 61 -
An Empirical Study of Autoregressive Pre-training from Videos
Paper • 2501.05453 • Published • 41 -
The Lessons of Developing Process Reward Models in Mathematical Reasoning
Paper • 2501.07301 • Published • 100 -
Tensor Product Attention Is All You Need
Paper • 2501.06425 • Published • 90 -
O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning
Paper • 2501.06458 • Published • 31 -
O1 Replication Journey: A Strategic Progress Report -- Part 1
Paper • 2410.18982 • Published • 3 -
Transformer^2: Self-adaptive LLMs
Paper • 2501.06252 • Published • 55 -
VideoAuteur: Towards Long Narrative Video Generation
Paper • 2501.06173 • Published • 31 -
Towards Best Practices for Open Datasets for LLM Training
Paper • 2501.08365 • Published • 62 -
MMDocIR: Benchmarking Multi-Modal Retrieval for Long Documents
Paper • 2501.08828 • Published • 30 -
Re-ranking the Context for Multimodal Retrieval Augmented Generation
Paper • 2501.04695 • Published • 1 -
CityDreamer4D: Compositional Generative Model of Unbounded 4D Cities
Paper • 2501.08983 • Published • 22 -
MiniMax-01: Scaling Foundation Models with Lightning Attention
Paper • 2501.08313 • Published • 300 -
AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages
Paper • 2501.08284 • Published • 7 -
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps
Paper • 2501.09732 • Published • 72 -
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
Paper • 2501.09751 • Published • 46 -
Learnings from Scaling Visual Tokenizers for Reconstruction and Generation
Paper • 2501.09755 • Published • 35 -
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Paper • 2501.09686 • Published • 41 -
Do generative video models learn physical principles from watching videos?
Paper • 2501.09038 • Published • 34 -
ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario
Paper • 2501.10132 • Published • 22 -
PaSa: An LLM Agent for Comprehensive Academic Paper Search
Paper • 2501.10120 • Published • 54 -
Evolving Deeper LLM Thinking
Paper • 2501.09891 • Published • 115 -
FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces
Paper • 2501.12909 • Published • 74 -
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Paper • 2501.12948 • Published • 440 -
Autonomy-of-Experts Models
Paper • 2501.13074 • Published • 44 -
Kimi k1.5: Scaling Reinforcement Learning with LLMs
Paper • 2501.12599 • Published • 126 -
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training
Paper • 2501.11425 • Published • 109 -
UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Paper • 2501.12326 • Published • 64 -
TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space
Paper • 2501.12224 • Published • 48 -
Reasoning Language Models: A Blueprint
Paper • 2501.11223 • Published • 33 -
Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation
Paper • 2501.12202 • Published • 49 -
Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments
Paper • 2501.10893 • Published • 26 -
The Geometry of Tokens in Internal Representations of Large Language Models
Paper • 2501.10573 • Published • 9 -
VideoWorld: Exploring Knowledge Learning from Unlabeled Videos
Paper • 2501.09781 • Published • 27 -
GameFactory: Creating New Games with Generative Interactive Videos
Paper • 2501.08325 • Published • 67 -
SRMT: Shared Memory for Multi-agent Lifelong Pathfinding
Paper • 2501.13200 • Published • 69 -
Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models
Paper • 2501.13629 • Published • 48 -
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
Paper • 2501.17161 • Published • 124 -
Optimizing Large Language Model Training Using FP4 Quantization
Paper • 2501.17116 • Published • 36 -
Open Problems in Mechanistic Interpretability
Paper • 2501.16496 • Published • 22 -
Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling
Paper • 2501.16975 • Published • 32 -
Baichuan-Omni-1.5 Technical Report
Paper • 2501.15368 • Published • 60 -
Qwen2.5-1M Technical Report
Paper • 2501.15383 • Published • 72 -
Towards General-Purpose Model-Free Reinforcement Learning
Paper • 2501.16142 • Published • 31 -
CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Paper • 2501.14723 • Published • 10 -
Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models
Paper • 2501.12370 • Published • 11 -
Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity
Paper • 2501.16295 • Published • 8 -
OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas
Paper • 2501.15427 • Published • 6 -
Return of the Encoder: Maximizing Parameter Efficiency for SLMs
Paper • 2501.16273 • Published • 5 -
Chain-of-Retrieval Augmented Generation
Paper • 2501.14342 • Published • 58 -
RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques
Paper • 2501.14492 • Published • 27 -
RL + Transformer = A General-Purpose Problem Solver
Paper • 2501.14176 • Published • 28 -
Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
Paper • 2501.18585 • Published • 61