Key papers

• The Distracting Effect: Understanding Irrelevant Passages in RAG (2025)
  Chen Amiraz et al.
  4.47
• Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection (2026)
  Zhiwei Liu et al.
  1.94
• ResearchGym: Evaluating Language Model Agents on Real-World AI Research (2026)
  Aniketh Garikaparthi et al.
  1.94
• Audio Flamingo Next: Next-Generation Open Audio-Language Models for Speech, Sound, and Music (2026)
  Sreyan Ghosh et al.
  1.94
• Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction (2026)
  Zhuofeng Li et al.
  1.94
• Little Brains, Big Feats: Exploring Compact Language Models (2026)
  Dari Baturova et al.
  1.94
• DocAtlas: Multilingual Document Understanding Across 80+ Languages (2026)
  Ahmed Heakl et al.
  1.89
• ViPO: Visual Preference Optimization at Scale (2026)
  Ming Li et al.
  1.83
• Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation (2025)
  Mohammad Mahdi Abootorabi et al.
  1.28
• GIMMICK -- Globally Inclusive Multimodal Multitask Cultural Knowledge Benchmarking (2025)
  Florian Schneider et al.
  1.28
• Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance (2025)
  Xueqing Peng et al.
  1.28
• VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation (2025)
  Wenhao Wang et al.
  1.28
• SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion (2025)
  Ahmed Nassar et al.
  1.28
• Instruction-Guided Autoregressive Neural Network Parameter Generation (2025)
  Soro Bedionita et al.
  1.28
• LawFlow : Collecting and Simulating Lawyers' Thought Processes (2025)
  Debarati Das et al.
  1.28
• Language Specific Knowledge: Do Models Know Better in X than in English? (2025)
  Ishika Agarwal et al.
  1.28
• Explaining Sources of Uncertainty in Automated Fact-Checking (2025)
  Jingyi Sun et al.
  1.28
• CoRT: Code-integrated Reasoning within Thinking (2025)
  Chengpeng Li et al.
  1.28
• CAMS: A CityGPT-Powered Agentic Framework for Urban Human Mobility Simulation (2025)
  Yuwei Du et al.
  1.28
• DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design (2025)
  Xiwei Hu et al.
  1.28
• Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination (2025)
  Mingqi Wu et al.
  1.28
• STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models (2025)
  Cheng-Han Chiang et al.
  1.28
• MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning (2025)
  Run-Ze Fan et al.
  1.28
• Video Reasoning without Training (2025)
  Deepak Sridhar et al.
  1.28
• Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents (2025)
  Yueqi Song et al.
  1.28
• ChartM^3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension (2025)
  Duo Xu et al.
  1.28
• Can Visual Input Be Compressed? A Visual Token Compression Benchmark for Large Multimodal Models (2025)
  Tianfan Peng et al.
  1.28
• TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval (2025)
  Özay Ezerceli et al.
  1.28
• DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI (2023)
  Jianguo Zhang et al.
  —
• Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency (2023)
  Tianhong Li et al.
  —
• Video-LLaVA: Learning United Visual Representation by Alignment Before Projection (2023)
  Bin Lin et al.
  —
• Paint by Inpaint: Learning to Add Image Objects by Removing Them First (2024)
  Navve Wasserman et al.
  —
• DOCCI: Descriptions of Connected and Contrasting Images (2024)
  Yasumasa Onoe et al.
  —
• SpeechVerse: A Large-scale Generalizable Audio Language Model (2024)
  Nilaksh Das et al.
  —
• MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens (2024)
  Anas Awadalla et al.
  —
• SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation (2024)
  Zijun Yao et al.
  —
• Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study (2024)
  Zahra Sepasdar et al.
  —
• LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning (2024)
  Yiming Shi et al.
  —
• A Survey of Small Language Models (2024)
  Chien Van Nguyen et al.
  —
• HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems (2024)
  Jiejun Tan et al.
  —
• Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation (2024)
  Shivalika Singh et al.
  —
• MapQaTor: A System for Efficient Annotation of Map Query Datasets (2024)
  Mahir Labib Dihan et al.
  —