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23 papers in the last four weeks, up 28% on the four weeks before. 0.2% of all new papers.

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  1. D3VL: Understanding Driving Scenes from 3D Time Series Data and Video with Language Models

    Jul 21, 2026Heesang Han, A. Lynn Abbott, Abhijit SarkarVLMs for Autonomous DrivingCamera-LiDAR Fusion

    Bradley Department of Electrical and Computer Engineering, Virginia Tech, USA · Sanghani Center for Artificial Intelligence and Data Analytics, USA · Virginia Tech Transportation Institute, USA

  2. Presentation, Not Mechanism: A Render Confound in Deprecation-Aware Memory Evaluation

    Jul 17, 2026Zhaoyang Jiang, Zhizhong Fu, Zicheng Li +5LLM MemoryQuestion Answering

    School of Health & Wellbeing, University of Glasgow, Glasgow, UK · School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China · Institute of Health Informatics, University College London, London, UK +1

  3. CoTu at EXACT 2026: Neuro-Symbolic Reasoning for Transparent Educational QA

    Jul 16, 2026Quoc-Khang Tran, Minh-Thien Nguyen, Phu-An Thai +3Explainable Artificial IntelligenceLLM-Based Program Synthesis

    Can Tho University, Can Tho city, Vietnam · Tay Do University, Can Tho city, Vietnam

  4. CityLLM: A framework for natural-language querying of semantic 3D city models

    Jul 16, 2026Rabindra Lamsal, Sisi Zlatanova, Johnson Xuesong ShenQuestion Answering

    GRID Lab, School of Built Environment, UNSW Sydney, NSW 2052, Australia · School of Civil and Environmental Engineering, UNSW Sydney, NSW 2052, Australia

  5. To Answer or to Abstain: Mitigating Search-Agent Hallucinations via Abstention-Aware Reinforcement Learning

    Jul 12, 2026Fengji Zhang, Tianyu Fan, Yuxiang Zheng +4AI Agent ReliabilityLLM Hallucination Mitigation

    City University of Hong Kong · Alibaba Group

  6. Task-Specific Multimodal Question Answering Agents via Confidence Calibration and Incremental Reasoning for QANTA 2026

    Jul 10, 2026Nirjhar Das, Md. Al-Mamun ProvathQuestion AnsweringMultimodal QA

    Department of Computer Science and Engineering, Chittagong University of Engineering & Technology, Chattogram, Bangladesh.

  7. PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs

    Jul 9, 2026Ying Liu, Yi Ye, Quanyu Feng +5Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    The Hong Kong Polytechnic University, Hong Kong SAR, China

  8. Comprehensive Evaluation of Large Language Model Responses: A Multi-Factor Scoring System

    Jul 8, 2026Yiming Gai, Junde Lu, Xuefei HuangLLM EvaluationQuestion Answering

    School of Computer Science and Engineering, Beihang University, Beijing, China · Data Science and Intelligent Computing Laboratory, Hangzhou International Innovation Institute, Beihang University, Hangzhou, Zhejiang 311115, P.R.China

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

    Jul 7, 2026Felix Feldman, Joshua Harris, Timothy Laurence +7Retrieval-Augmented GenerationQuestion Answering

  10. Mitigating Factual Hallucination in Large Reasoning Models via Mixed-Mode Advantage Regularization

    Jul 7, 2026Kaishen Wang, Tong Zheng, Xuehao Cui +3LLM Hallucination MitigationRL for Language Model Reasoning

    Department of Computer Science, University of Maryland, College Park

  11. Narrative World Model: Narratology-Grounded Writer Memory for Long-Form Fiction

    Jul 6, 2026Mohammad Saifullah, Thomas Kornmaier, Taaha Kazi +3Multi-Hop QAQuestion Answering

    PocketFM

  12. 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

  13. Uncertainty-Aware Abstention in Large Language Models with Provable Alignment Guarantees

    Jul 5, 2026Sijin Dong, Hiroyuki ShinnouSelective PredictionConfidence Estimation in Language Models

    1Ibaraki University, Japan.

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

    Jul 2, 2026Nina Hosseini-Kivanani, Marco Matassoni, Alessio BruttiSpoken Language UnderstandingSynthetic Data Augmentation

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

  15. NAVER LABS Europe Submission to the Instruction-following 2026 Short Track

    Jul 2, 2026Marcely Zanon Boito, Hemant Yadav, Jean-Luc Meunier +1Speech TranslationQuestion Answering

    1NAVER LABS Europe, France · 2IIIT Delhi, India

  16. Imprint: Online Memory Compression for Long-Horizon Egocentric QA

    Jul 1, 2026Kousik Das, Debaditya RoyQuestion AnsweringAgent Memory Management

    IIT, Kharagpur India

  17. HistoriQA-ThirdRepublic: Multi-Hop Question Answering Corpus for Historical Research, Parliamentary Debates from the French Third Republic (1870-1940)

    Jun 30, 2026Aurélien Pellet, Julien Perez, Marie PurenMulti-Hop QAHistorical Document Analysis

    LRE · LRE, EPITA · EPITECH +5

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

    Jun 29, 2026Mirko Perkusich, Danyllo Albuquerque, João Paiva +6Software EngineeringLLM Evaluation

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

  19. 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 +5Software EngineeringLLM Evaluation

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

  20. ARMOR: Adaptive Retriever Optimization for Low-Resource Telecom Question Answering

    Jun 29, 2026Heshan Fernando, Quan Xiao, Yan Xin +1Retrieval-Augmented GenerationAdaptive RAG

    1Rensselaer Polytechnic Institute, Troy, NY · 2Cornell University, New York, NY · 3Samsung Research America, Berkeley Heights, NJ

  21. Travel-Oriented Reasoning Large Language Model via Domain-Specific Knowledge Graphs

    Jun 28, 2026Vignesh Ram Nithin Kappagantula, Shayan Hassantabar, Samuel Simpson +1LLM GroundingLLM Reasoning with Graphs

    Expedia Group Seattle, Washington, USA

  22. KrishokChat: A Citation-Grounded Dataset and Benchmark for Bengali Agricultural Advisory

    Jun 28, 2026Khan Raiyan Ibne Reza, Omar Ibne ShahidLLM GroundingQuestion Answering

    North South University Dhaka, Bangladesh

  23. ConflictScore: Identifying and Measuring How Language Models Handle Conflicting Evidence

    Jun 24, 2026Siyi Liu, Aaron Halfaker, Dan Roth +1Knowledge Conflicts in Language ModelsFactual Consistency Evaluation

    University of Pennsylvania · Microsoft

  24. Matching Tasks to Objectives: Fine-Tuning and Prompt-Tuning Strategies for Encoder-Decoder Pre-trained Language Models

    Jun 23, 2026Ahmad Pouramini, Hesham FailiLanguage Model PretrainingFine-Tuning

    School of Electrical and Computer Engineering, College of Engineering, University of Tehran, North Kargar Street, Tehran, 515-14395, Tehran, Iran.

  25. TIPS: Topological Ill-Posedness Probing and Steering in Large Language Models

    Jun 22, 2026Guangyu Jiang, Sizhe Tang, Mahdi Imani +2Language Model SteeringQuestion Answering

    The George Washington University · Northeastern University

  26. Optimal Scheduling in a Question-Answering Forum of Knowledge Workers

    Jun 18, 2026Rohit Negi, Mustafa YilmazExpert Load BalancingQuestion Answering

    Carnegie Mellon University

  27. Beyond Tokenization: Direct Timestep Embedding and Contrastive Alignment for Time-Series Question Answering

    Jun 17, 2026Yafeng Wu, Huu Hiep Nguyen, Thin Nguyen +1Time Series ReasoningTime Series QA

    Deakin University

  28. The Benchmark Illusion: Pruned LLMs Can Pass Multiple Choice but Fail to Answer

    Jun 16, 2026Rui Wen, Lu Sun, Jiayang Liu +3Open-Ended GenerationLLM Evaluation

    Institute of Science Tokyo · Tohoku University · Nanyang Technological University +2

  29. Binary Tracking for Spatial QA and Navigation with Open Vision-Language Models

    Jun 15, 2026Dongbin Na, Chanwoo Kim, Soonbin Rho +3Robot NavigationEmbodied QA

    RGA Inc.

  30. Islamic Large Language Models: From Knowledge Acquisition to Trustworthy and Hallucination-Resistant AI

    Jun 15, 2026Mohammed Amine MouhoubQuestion AnsweringLLM Reliability

    Paris Dauphine University