Key papers

• BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation (2025)
  Yuyang Peng et al.
  3.81
• More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG (2025)
  Shahar Levy et al.
  2.87
• A-RAG: Scaling Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces (2026)
  Mingxuan Du et al.
  1.94
• Panini: Continual Learning in Token Space via Structured Memory (2026)
  Shreyas Rajesh et al.
  1.94
• Process Reward Agents for Steering Knowledge-Intensive Reasoning (2026)
  Jiwoong Sohn et al.
  1.94
• Understanding the Behaviors of Environment-aware Information Retrieval (2026)
  Ruifeng Yuan et al.
  1.94
• SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG (2026)
  Amirhossein Abaskohi et al.
  1.94
• Hierarchical Abstract Tree for Cross-Document Retrieval-Augmented Generation (2026)
  Ziwen Zhao et al.
  1.89
• Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation (2026)
  Peiyang Liu et al.
  1.89
• Fanar-Sadiq: A Multi-Agent Architecture for Grounded Islamic QA (2026)
  Ummar Abbas et al.
  1.78
• Search-o1: Agentic Search-Enhanced Large Reasoning Models (2025)
  Xiaoxi Li et al.
  1.28
• SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model (2025)
  Xun Liang et al.
  1.28
• PlainQAFact: Automatic Factuality Evaluation Metric for Biomedical Plain Language Summaries Generation (2025)
  Zhiwen You et al.
  1.28
• Typed-RAG: Type-aware Multi-Aspect Decomposition for Non-Factoid Question Answering (2025)
  DongGeon Lee et al.
  1.28
• Even Small Reasoners Should Quote Their Sources: Introducing the Pleias-RAG Model Family (2025)
  Pierre-Carl Langlais et al.
  1.28
• FREESON: Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS (2025)
  Chaeeun Kim et al.
  1.28
• MMSearch-R1: Incentivizing LMMs to Search (2025)
  Jinming Wu et al.
  1.28
• Epistemic Diversity and Knowledge Collapse in Large Language Models (2025)
  Dustin Wright 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
• A Decentralized Retrieval Augmented Generation System with Source Reliabilities Secured on Blockchain (2025)
  Yining Lu et al.
  1.28
• Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding (2023)
  Mingqiu Wang et al.
  —
• RAVEN: In-Context Learning with Retrieval Augmented Encoder-Decoder Language Models (2023)
  Jie Huang et al.
  —
• Weaver: Foundation Models for Creative Writing (2024)
  Tiannan Wang et al.
  —
• RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval (2024)
  Parth Sarthi et al.
  —
• Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation (2024)
  Jirui Qi et al.
  —
• Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence (2024)
  Weize Chen et al.
  —
• AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases (2024)
  Zhaorun Chen et al.
  —
• ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities (2024)
  Peng Xu et al.
  —
• AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? (2024)
  Ori Yoran et al.
  —
• Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation (2024)
  Satyapriya Krishna et al.
  —
• Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study (2024)
  Zahra Sepasdar et al.
  —
• BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented Generation (2024)
  Bryan Li et al.
  —
• M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding (2024)
  Jaemin Cho et al.
  —