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1 paper in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Page-Aware Retrieval-Augmented Generation for EvalLLM 2026: A Five-Variant Study on French PDFs

    Sep 28, 2026Abdelhak keliousRetrieval-Augmented GenerationQuestion Decomposition

    Capsens, France

  2. Hi-Q: Hierarchical Evidence-guided Query Refinement for Multi-Hop Question Answering

    Aug 31, 2026Jueun Kim, Sungho Park, Wook-Shin HanMulti-Hop QAQuestion Decomposition

    Department of Computer Science and Engineering, POSTECH · Graduate School of Artificial Intelligence, POSTECH

  3. Better Decomposition, Free Aggregation: A Synthesizer-Folding Framework for Multilingual Multi-Hop Question Answering

    Aug 13, 2026Yilin Wang, Yuchun Fan, Weidong Bao +5Multi-Hop QARetrieval-Augmented Generation

    School of Computer Science and Engineering, Northeastern University, Shenyang, China · Yunnan Key Laboratory of Artificial Intelligence, Kunming University of Science and Technology, Kunming, China

  4. D2^2F-ReAG: Dynamic Decomposition and Filtering for Multi-Hop Reasoning-Augmented Generation

    Aug 5, 2026Jiaoyang Li, Junhao Ruan, Shengwei Tang +4Multi-Hop QARetrieval-Augmented Generation

    Northeastern University, Shenyang, China · Kunming University of Science and Technology, Kunming, China · NiuTrans Research, Shenyang, China

  5. Verification Without Sufficiency: Per-Chunk Filtering Fails on Multi-Hop RAG, and Decomposition Repairs It

    Aug 1, 2026Randhir KumarMulti-Hop QALLM Answer Verification

    Independent Researcher

  6. Hierarchical Evidence-Driven Reasoning for Long Document Understanding

    Jul 6, 2026Junyu Xiong, Yonghui Wang, Rongjian Gu +4Multi-Hop QADocument Understanding

    University of Science and Technology of China · iFLYTEK Research

  7. Dissecting Agentic RAG: A Component Ablation for Multi-Hop QA with a Local 7B Model

    Jun 19, 2026Sheroz ShaikhMulti-Hop QACross-Encoder Reranking

    Independent Researcher

  8. Compositional Skill Routing for LLM Agents: Decompose, Retrieve, and Compose

    Jun 16, 2026Xueping GaoTool-Augmented Language Model AgentsLLM Planning

    Alibaba Cloud Hangzhou, China

  9. DecoSearch: Complexity-Aware Routing and Plan-Level Repair for Text-to-SQL

    Jun 16, 2026Esteban Schafir, Xu Zheng, Hojat Allah Salehi +4Schema LinkingQuestion Decomposition

    Florida International University · NEC-Labs · Singapore Management University

  10. Self-Questioning Vision-Language Models: Reinforcement Learning for Compositional Visual Reasoning

    Jun 14, 2026Saraswathy AmjithVisual Question AnsweringVisual Reasoning

    Massachusetts Institute of Technology

  11. Operads for compositional reasoning in LLMs

    Jun 11, 2026Nathaniel Bottman, Kyle RichardsonMulti-Hop QACompositional Reasoning

    Incubilate, Seattle, USA · Allen Institute for Artificial Intelligence, Seattle, USA

  12. Agent-Orchestrated Adaptive RAG: A Comparative Study on Structured and Multi-Hop Retrieval

    Jun 4, 2026Anuj Maharjan, Devinder Kaur, Richard MolyetRetrieval-Augmented GenerationAdaptive RAG

    Dept. of Electrical Engineering and Computer Science University of Toledo Toledo, OH, USA

  13. DeSQ: Decomposition-based SPARQL Query Generation

    May 29, 2026Papa Abdou Karim Karou Diallo, Aditya Sharma, Neshat Elhami Fard +1Question DecompositionEntity Linking

    LAMA-WeST · Mila – Quebec AI Institute · Polytechnique Montréal

  14. DecomposeRL: Learning to Ask Useful, Informative, and Diverse Questions for Semi-Supervised, Traceable Claim Verification

    May 27, 2026Shubhashis Roy Dipta, Ankur Padia, Francis FerraroClaim VerificationRL for Language Model Reasoning

    Department of Computer Science and Electrical Engineering · University of Maryland Baltimore County · Baltimore, MD 21250 USA

  15. Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching

    May 25, 2026Bo Lv, Jingbo SunOOD GeneralizationQuestion Decomposition

    Tencent Hunyuan · University of Chinese Academy of Sciences

  16. Decompose-and-Refine: Structured Legal Question Answering with Parametric Retrieval

    May 23, 2026Jihyung lee, Hyounghun Kim, Gary LeeMulti-Hop QALegal IR

    Graduate School of Artificial Intelligence, POSTECH, Republic of Korea · Department of Computer Science and Engineering, POSTECH, Republic of Korea

  17. Decomposing Queries into Tool Calls for Long-Video Keyframe Retrieval

    May 22, 2026Michal Shlapentokh-Rothman, Prachi Garg, Yu-Xiong Wang +1Tool Use in VLMsTemporal IR

    University of Illinois at Urbana-Champaign

  18. Toward Multi-Database Query Reasoning for Text2Cypher

    May 11, 2026Makbule Gulcin OzsoyQuestion Decomposition

    Neo4j, London, UK

  19. SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering

    Apr 27, 2026Yuqing Fu, Yimin Deng, Wanyu Wang +9Multi-Hop QAQuestion Decomposition

    City University of Hong Kong · Xi’an Jiaotong University · Michigan State University +2

  20. STRIDE: Strategic Iterative Decision-Making for Retrieval-Augmented Multi-Hop Question Answering

    Apr 19, 2026Wei Chen, Lili Zhao, Zhi Zheng +2Multi-Hop QASelf-Training for Language Models

    University of Science and Technology of China & State Key Laboratory of Cognitive Intelligence Hefei, Anhui, China · NIO Hefei, Anhui, China

  21. Decomposed Prompting Does Not Fix Knowledge Gaps, But Helps Models Say "I Don't Know"

    Feb 4, 2026Dhruv Madhwal, Lyuxin David Zhang, Dan Roth +2LLM PromptingQuestion Decomposition

    Arizona State University · University of Pennsylvania · Oracle AI