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32 papers in the last four weeks, up 68% on the four weeks before. 0.4% of all new papers.

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  1. UniHEAR: Unified Heterogeneous-Source Attentive Retrieval for Knowledge-Based Visual Question Answering

    Aug 2, 2026Ganzhong Luo, Yang Ren, Hanyong Wang +2Knowledge-Based Visual Question AnsweringReranking

    School of Aeronautics and Astronautics, Sichuan University

  2. PMMC: Prospective Multimodal Memory Compilation for Long-Term LVLM Agents

    Aug 2, 2026Jingyu Sun, Yan Lin, Yuyang Xue +10Multimodal MemoryVisual Evidence

    The University of Manchester · The University of Newcastle · The University of Edinburgh +5

  3. Exploiting Intrinsic Duality for Multi-Hop Question Generation

    Aug 1, 2026Maodong Li, Xinyue Kang, Yuanchen Shi +1Multi-Hop ReasoningFaithful Question Generation

    School of Computer Science and Technology, Soochow University, China · Jiangsu Key Lab of Language Computing, Suzhou 215123, China

  4. Evidence-Based Scientific Question Discovery: A Framework with Historical Backtesting

    Jul 29, 2026Hui MaoScientific DiscoveryEvidence-Grounded Questions

    Independent Researcher

  5. Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering

    Jul 25, 2026Hieu Man, Thien Huu NguyenGraph-Based Retrieval Augmented GenerationGraph-Structured Memories

    University of Oregon, OR, USA

  6. One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies

    Jul 23, 2026Minh Ngoc Ta, My Anh Tran Nguyen, Duong D. Nguyen +2ClarificationQuestion

    MBZUAI · BKAI Research Center, Hanoi University of Science and Technology · INSAIT, Sofia University "St. Kliment Ohridski"

  7. Overview of FinMMEval 2026 Task 2: Multilingual Financial Short-Answer Question Answering

    Jul 22, 2026Zhuohan Xie, Xueqing Peng, Georgi Georgiev +18Financial Question AnsweringQuestion

    Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates · The Fin AI, United States · FMI, Sofia University “St. Kliment Ohridski”, Sofia, Bulgaria +7

  8. Reference-Free Evaluation of Reasoning in Open-Ended Question Answering

    Jul 22, 2026Guneet Singh Kohli, Yuxiang Zhou, Michael Sejr Schlichtkrull +2LLM Reasoning StrategiesNatural Language Inference

    Queen Mary University of London · Temple University

  9. AILQA: Evaluating AI-Driven Legal Question Answering Systems for the Indian Legal System

    Jul 21, 2026Shubham Kumar Nigam, Shubham Kumar Mishra, Noel Shallum +2Legal Reasoning TasksQuestion

    Computer Science and Engineering, Indian Institute of Technology, Kanpur, 208016, Uttar Pradesh, India. · School of Computer Science, University of Birmingham, Dubai, UAE. · Law, Symbiosis Law School, Pune, 411014, Maharashtra, India. +1

  10. FinSAgent: Corpus-Aligned Multi-Agent RAG Framework for Evidence-Grounded SEC Filing Question Answering

    Jul 20, 2026Jijun Chi, Zhenghan Tai, Hanwei Wu +21Financial Question AnsweringQuestion

    University of Toronto · McMaster University · University of California, Los Angeles +8

  11. Committed Before Reasoning: Behavioral Reproduction and Preliminary Activation-Level Evidence of Answer Pre-Commitment in an Open-Weight LLM

    Jul 17, 2026Heejin JoCommitmentPreliminary Study

  12. High-Order Question Generation in a Multilingual Educational Context

    Jul 15, 2026Suna-Şeyma Uçar, Itziar Aldabe, Nora Aranberri +1Faithful Question GenerationMultilingual

    HiTZ Basque Center for Language Technology Ixa NLP Group, University of the Basque Country UPV/EHU · LT3, Language and Translation Technology Team, Ghent University, Ghent, Belgium

  13. Evidence-Backed Video Question Answering

    Jul 13, 2026Shijie Wang, Honglu Zhou, Ziyang Wang +5Long Video Question AnsweringVideo Understanding

    Salesforce, Palo Alto, CA, USA · Brown University, Providence, RI, USA

  14. Confidently Wrong: Detecting Hallucinations in Financial Question Answering from LLM Internal States

    Jul 13, 2026Richard Zhe WangFinancial Question AnsweringQuestion

    St. John Fisher University Rochester, NY, USA

  15. WasteAssistant: Regulation-Guided Visual Question Answering Framework for Intelligent Waste Segregation and Sustainable Managemen

    Jul 12, 2026Khush Kataruka, Harshit Maurya, Anuja Vats +3WasteKnowledge-Based Visual Question Answering

    Sardar Vallabhbhai National Institute of Technology, Surat, 395007, Gujarat, India · Norwegian University of Science and Technology, Gjøvik, Norway · Kalinga Institute of Industrial Technology, Bhubaneswar, Odisha, India

  16. Two Axes of LLM Abstention: Answer Correctness and Question Answerability

    Jul 9, 2026Benedikt J. WagnerAnswerInstruction-Tuned Models

    City St George’s, University of London

  17. Healthier LLMs: Retrieval-Augmented Generation for Public Health Question Answering

    Jul 7, 2026Felix Feldman, Joshua Harris, Timothy Laurence +7Question-Answering BenchmarksClinical Reasoning Training

  18. Incentivizing Vision Language Models to Search for Long Video Question Answering

    Jul 3, 2026Harsh Goel, S P Sharan, Sahil Shah +4Long Video Question AnsweringVideo Understanding

    The University of Texas at Austin, Austin, TX, USA

  19. LuxSQA: Ask Me in Luxembourgish with TTS-Augmented Spoken Question Answering

    Jul 2, 2026Nina Hosseini-Kivanani, Marco Matassoni, Alessio BruttiQuestion-Answer PairsLuxembourgish

    Radio Télévisioun Lëtzebuerg (RTL) · University of Luxembourg · Fondazione Bruno Kessler (FBK)

  20. Self-Study Reconsidered: The Hidden Fragility of Learning from Self-Generated QA

    Jun 30, 2026Ekaterina Alimaskina, Denis Shveykin, Gleb Molodtsov +3Faithful Question GenerationQuestion

    BRAIn Lab · Yandex Research

  21. Clinically Structured Rank-Gated LoRA for Cross-Benchmark Medical Question Answering

    Jun 30, 2026Hao Gong, Ruilin Gong, Yining HuangMedical Visual Question AnsweringClinical Reasoning Training

    University of Chinese Academy of Sciences · Henan University of Technology · Meta Emergence Laboratory

  22. Prompting GPT-5 on Scrum Certification Questions: An Empirical Accuracy Study

    Jun 29, 2026Mirko Perkusich, Danyllo Albuquerque, João Paiva +6Large Language Model ResponsesQuestion

    ISE Group, VIRTUS/UFCG, Campina Grande, Brazil · Federal University of Campina Grande, Brazil

  23. Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns

    Jun 29, 2026Robson Alves Vilar, Emanuel Dantas Filho, Ademar França de Sousa Neto +5Multiple-Choice QuestionsQuestion

    VIRTUS Research, Development and Innovation Center, Federal University of Campina Grande, Campina Grande, PB, Brazil

  24. AB-RAG: Adaptive Budgeted Retrieval-Augmented Generation for Reliable Question Answering

    Jun 27, 2026Ansh KamthanAgentic Retrieval-Augmented Generation SystemsQuestion-Answering Benchmarks

    Department of Artificial Intelligence and Machine Learning Manipal University Jaipur Jaipur, India

  25. Latent Bridges for Multi-Table Question Answering

    Jun 27, 2026Simone Varriale, Tamara Cucumides, Floris Geerts +1QuestionCompact Latent Sensor Tokens

    1EURECOM · University of Antwerp

  26. ProMSA:Progressive Multimodal Search Agents for Knowledge-Based Visual Question Answering

    Jun 26, 2026ZhengXian Wu, Hangrui Xu, Kai Shi +8Knowledge-Based Visual Question AnsweringMultimodal Search Agents

    OPPO AI Center, OPPO Inc. China · The Shenzhen International Graduate School, Tsinghua University · Nanyang Technological University, Singapore

  27. EG-VQA: Benchmarking Verifiable Video Question Answering with Grounded Temporal Evidence

    Jun 23, 2026Linpeng Huang, Weixing Chen, Zexin Chen +2Long Video Question AnsweringTemporal Grounding

    Sun Yat-sen University · Shenzhen University · Peng Cheng Laboratory

  28. BLUEX v2: Benchmarking LLMs on Open-Ended Questions from Brazilian University Entrance Exams

    Jun 21, 2026João Guilherme Alves Santos, Giovana Kerche Bonás, Thiago Laitz +2Open-Ended ResponsesPortuguese

    University of Campinas (UNICAMP), Campinas-SP, Brazil · Tropic AI, Campinas-SP, Brazil · Maritaca AI, Campinas-SP, Brazil

  29. Efficient Multimodal Clinical Question Answering for Pulmonary Embolism Risk Assessment

    Jun 21, 2026Xiangyuan Xue, Yang Yu, Yan Gao +5Multimodal Clinical DataElectronic Health Records

    University of Auckland, Auckland, New Zealand · University of Cambridge, Cambridge, United Kingdom · University of Adelaide, Adelaide, Australia +1

  30. OpenBioRQ: Unsolved Biomedical Research Questions for Agents

    Jun 20, 2026Minbyul JeongBiomedical TextAgentic Benchmarks

    Upstage AI

  31. EvidenceLens: A Claim-Evidence Matrix for Auditing Financial Question Answering

    Jun 19, 2026Fengchen Gu, Xiaotian Ren, Zhengyong Jiang +6Financial Question AnsweringCategory-Aware Atomic Claims

    School of AI and Advanced Computing, XJTLU Entrepreneur College (Taicang), Xi’an Jiaotong-Liverpool University, Suzhou, Jiangsu, China · ETSI de Telecomunicaci´on, Universidad Polit´ecnica de Madrid, Madrid, Spain

  32. RECOM: A Validity Discrimination Tradeoff in Automatic Metrics for Open Ended Reddit Question Answering

    Jun 17, 2026Pushwitha Krishnappa, Amit Das, Vinija Jain +2Large Language Model EvaluationPerformance Metric

    University of Alabama Huntsville · University of North Alabama · Stanford University +2

  33. Ensuring Trustworthy Online A/B Testing: Addressing Five Key Questions on CUPED

    Jun 17, 2026Yu Zhang, Bokui Wan, Yongli Qin +2Heterogeneous Treatment EffectsVariance

    ByteDance Beijing, China

  34. Lost at the End: Primacy Bias in Multimodal Retrieval-Augmented Question Answering

    Jun 15, 2026Jieyuan Liu, Jianyang Gu, Shijie Chen +2Knowledge-Based Visual Question AnsweringQuestion

    University of California, San Diego · The Ohio State University

  35. From Question Answering to Task Completion: A Survey on Agent System and Harness Design

    Jun 14, 2026Jianyuan Guo, Zhiwei Hao, Chengcheng Wang +14Agent HarnessArtificial Intelligence Agents

    Department of Computer Science, City University of Hong Kong, HKSAR, China

  36. VeriGeo: Controllable Geometry Question Generation with Numerical and Analytical Verification

    Jun 12, 2026Xiaoxian Duan, Zequn Liu, Yingce XiaTheorem ProvingSynthesis

    Institute of Automation, Chinese Academy of Sciences, Beijing, China · Zhongguancun Academy, Beijing, China

  37. Self-Evolving Visual Questioner

    Jun 11, 2026Yijun Liang, Hengguang Zhou, Ming Li +3Faithful Question GenerationQuestion

    University of Maryland, College Park · University of California, Los Angeles · Peking University +2

  38. Operadic consistency: a label-free signal for compositional reasoning failures in LLMs

    Jun 11, 2026Nathaniel Bottman, Yinhong Liu, Kyle RichardsonLLM Reasoning StrategiesSelf-Consistency

    Incubilate · University of Cambridge · Allen Institute for Artificial Intelligence

  39. Towards Fully Automated Exam Grading: Fairness-Aware Recognition of Handwritten Answers with Foundation Models

    Jun 9, 2026Hartwig GrabowskiGradingHandwriting

    Institute for Machine Learning and Analytics (IMLA), Offenburg University, Offenburg, Germany.

  40. Do Vision-Language Models See or Guess? Measuring and Reducing Textual-Prior Reliance with a Phrasing-Controlled Benchmark

    Jun 9, 2026Pratham Singla, Shivank Garg, Vihan Singh +1Textual PriorsQuestion

    Lossfunk · Indian Institute of Technology Roorkee · Raeth AI

  41. SPARC: A Multi-Agent System for Electrical Circuit Question Answering

    Jun 5, 2026Mushtari Sadia, Zhenning Yang, Umme Habiba Lamia +3CircuitsQuestion

    University of Michigan, Ann Arbor · Bangladesh University of Engineering and Technology

  42. EASE-TTT: Evidence-Aligned Selective Test-Time Training for Long-Context Question Answering

    Jun 5, 2026Xiaopeng Yuan, Zebin Wang, Suwen Wang +3Efficient Long-Context InferenceQuestion-Answering Benchmarks

    University of Illinois Urbana-Champaign · 2Harvard University · 3Brion, ASML US LP +1

  43. Reducing Hallucinations in Complex Question Answering using Simple Graph-based Retrieval-Augmented Generation (long version)

    Jun 4, 2026Christopher J. Wedge, Joshua Stutter, Danny Dixon +1Question-Answering BenchmarksHallucination Mitigation

    National Innovation Centre for Data, Newcastle University

  44. Synthetic Contrastive Reasoning for Multi-Table Q&A

    Jun 3, 2026Ankit Pratap Singh, Xin Su, Phillip HowardTable Reasoning DatasetsQuestion

    Iowa State University · Thoughtworks

  45. Zero-Shot 3D Question Answering via Hierarchical View-to-Token Transportation

    Jun 2, 2026Dongsheng Wang, Dawei Su, Hui Huang3D Scene Understanding3D Representation

    College of Computer Science and Software Engineering, Shenzhen University, China.

  46. RASER: Recoverability-Aware Selective Escalation Router for Multi-Hop Question Answering

    Jun 1, 2026Yuyang Li, Zihe Yan, Tobias KäferMulti-Hop ReasoningAgentic Retrieval-Augmented Generation Systems

    Institute AIFB, Karlsruhe Institute of Technology, Karlsruhe, Germany · Shanghai Jiao Tong University, Shanghai, China

  47. InsightVQA: High-Dimensional Emotion-Cognitive Visual Question Answering Benchmark

    Jun 1, 2026Shiyu Wang, Ziyu Liu, Chaoyi Yu +6Emotion RecognitionHuman-Annotated Benchmark

    East China Normal University, Shanghai, China

  48. Question Type, Cognitive Load, and CEFR Alignment: Evaluating LLM-Generated EFL Grammar Drill Exercises

    Jun 1, 2026Steve Woollaston, Brendan Flanagan, Yuko Toyokawa +1Cognitive LoadPedagogical Frameworks

    Kyoto University, Japan · Ritsumeikan University, Japan

  49. CA-BED: Conversation-Aware Bayesian Experimental Design

    May 31, 2026Daniel Arnould, Rashad Aziz, Zixuan Kang +5QuestionBayesian Experimental Design

  50. Ask4VG: Risk-Aware Question Selection for Reducing Prior-Driven Answers in Medical VQA

    May 31, 2026Xiaorong Zhu, Qiang Li, Zibo Xu +2Medical Visual Question AnsweringCitation Hallucination

    School of Microelectronics, Tianjin University, Tianjin 300072, China · DISI, University of Trento, Trento, Italy · School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, China

  51. CASTLE2026 Team WDL Technical Report

    May 30, 2026Zhengyang Li, Zhenglin Du, Yi Wen +3Long Video Question AnsweringEgocentric Video

    Key Laboratory of Intelligent Perception and Image Understanding

  52. OCC-RAG: Optimal Cognitive Core for Faithful Question Answering

    May 30, 2026Maksim Savkin, Mikhail Goncharov, Alexander Gambashidze +7Multi-Hop ReasoningLLM Reasoning Strategies

    OCC Team

  53. KG-Guard: Graph-Based Hallucination Detection for Knowledge Base Question Answering

    May 29, 2026Albert Sawczyn, Piotr Bielak, Tomasz KajdanowiczKnowledge GraphsHallucination Detection

    Department of Artificial Intelligence Wrocław University of Science and Technology Wrocław, Poland

  54. On Wednesdays, We Ask Questions: Optimizing "Active Listening" in Automated Legal Triage and Referral

    May 29, 2026Quinten Steenhuis, Jacqueline HarveyLegal Reasoning TasksLegal Domain

    Suffolk University Law School Boston, United States of America

  55. MAAT: Multi-phase Adapter-Aware Targeted Unlearning

    May 28, 2026Suryash Yagnik, Shubham Gaur, Saksham Thakur +3Exact UnlearningQuestion

    1Indian Institute of Information Technology, Bhopal, India · University of California, Santa Cruz, USA · 3Independent Researcher +2

  56. Citation-Closure Retrieval and Per-Rule Attribution for Real-World Regulatory Compliance Question Answering

    May 28, 2026Yeong-Joon Ju, Seong-Whan LeeComplianceCitations

    Department of Artificial Intelligence, Korea University

  57. ConRAG: Consensus-Driven Multi-View Retrieval for Multi-Hop Question Answering

    May 27, 2026Yikai Zhu, Kunfeng Chen, Qihuang Zhong +2Multi-Hop ReasoningQuestion

    School of Computer Science, Wuhan University Wuhan, China

  58. Knowledge Dependency Estimation for Reliable Question Answering

    May 27, 2026Chaodong Tong, Qi Zhang, Nannan Sun +2Knowledge GraphsQuestion-Answering Benchmarks

    Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China · China Industrial Control Systems Cyber Emergency Response Team, Beijing, China · School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China

  59. PetroBench: A Benchmark for Large Language Models in Petroleum Engineering

    May 27, 2026Xiang Wang, Tingting Zhang, Sen Wang +4Large Language Model BenchmarksQuestion

    School of Petroleum and Natural Gas Engineering, Changzhou University, Changzhou 213164, China · China University of Petroleum (East China), Qingdao, Shandong 266580, China

  60. Asking Is Not Enough: Protocol Sensitivity in LLM Confidence Calibration

    May 26, 2026Hankyeol Kim, Pilsung KangQuestionProvenance

    Seoul National University