NeoMME Collection Meet NeoMME: a family of 260M and 800M Multimodal-Native Multilingual Encoders • 12 items • Updated 2 days ago • 33
view article Article After the party comes the free lunch: regularizing ColBERT models to enhance pooling capabilities and reduce index footprint lightonai • Jul 6 • 17
Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models Paper • 2506.05176 • Published Jun 5, 2025 • 86
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents Paper • 2407.18901 • Published Jul 26, 2024 • 36
view article Article Party is over: regularizing ColBERT models to fix efficient ANN methods lightonai • Jun 16 • 24
view article Article Ettin Suite: SoTA Paired Encoders and Decoders +4 orionweller, kdricci, mmarone, NohTow, dlawrie, vandurme • Jul 16, 2025 • 83
view article Article Gaia2 and ARE: Empowering the community to study agents +9 clefourrier, gregmialz, mlcu, mortimerp9, XciD, tfrere, evijit, RomainFroger, dheeraj7596, CarolinePascal, upiter • Sep 22, 2025 • 138
Experiential Reflective Learning for Self-Improving LLM Agents Paper • 2603.24639 • Published Mar 25 • 3
Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models Paper • 2603.26259 • Published Mar 27 • 6
GLiNER2 family Collection GLiNER2 extends the original GLiNER architecture to support multi-task information extraction with a schema-driven interface. • 9 items • Updated Aug 11 • 59
view article Article A framework and leaderboard for Retrieval Pipelines evaluation on ViDoRe v3 antoineedy • Feb 27 • 13
view article Article Nemotron ColEmbed V2: Raising the Bar for Multimodal Retrieval with ViDoRe V3’s Top Model nvidia • Feb 4 • 29
view article Article RexRerankers: SOTA Rankers for Product Discovery and AI Assistants thebajajra • Jan 24 • 46
ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios Paper • 2601.08620 • Published Jan 13 • 12
view article Article Llama‑Embed‑Nemotron‑8B Text Embedding Model Ranks First on Multilingual MTEB Leaderboard nvidia • Oct 21, 2025 • 15
view article Article ViDoRe Benchmark V2: Raising the Bar for Visual Retrieval manu • Mar 18, 2025 • 16