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9 papers in the last four weeks, up 80% on the four weeks before. 0.1% of all new papers.

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  1. OSPD: On-Policy Self-Distillation for Persona-Consistent Dialogue

    Sep 28, 2026Rui Xu, Yikai Zhang, Aili Chen +3Role-Playing AgentsPersona Consistency

    Fudan University · Shanghai Innovation Institute

  2. AdaptDuplex: from static to adaptive full-duplex spoken dialogue

    Sep 24, 2026Zhiyang Zhou, Yingxin Shang, Zhou Wang +9Full-Duplex Speech ModelsDialogue

    Zuoyebang Education Technology

  3. Empath: Tracing Multi-Level Emotion Dynamics in Crisis Counseling Dialogues

    Sep 24, 2026Ziwei Gong, Yuchen Huang, Wen Liang +4EmpathyCrisis

    Columbia University, USA · Barnard College, USA

  4. Clarification Is Not Correction: LLMs Fail to Let Go

    Sep 21, 2026Jianzhe Lin, Xiaolin Li, Fei Wang +3Large Language Models FailClarification

    MetaAI

  5. From Wizard-of-Oz Human-Robot Dialogue Collection to a Taxonomy of Robot Response Decisions: A Retrospective Analysis of Assistive Pilot Interactions

    Sep 16, 2026Guangping Liu, Nicholas Hawkins, Tipu Sultan +2Human-Robot InteractionDialogue

    Department of Aerospace and Mechanical Engineering, 2Department of Computer Science, Saint Louis University, St. Louis, MO 63103, United States. · Department of Computer Science, Saint Louis University, St. Louis, MO 63103, United States.

  6. Gaze as Evidence for Common Grounding: A Cross-Corpus Analysis of MapTask and MUNDEX

    Sep 16, 2026Nan Li, Albert Gatt, Massimo PoesioGaze BehaviorContextual Grounding

    Utrecht University, Utrecht, The Netherlands · Queen Mary University of London, London, The United Kingdom

  7. SteerDuplex: Steerable Duplex Speech Dialogue Models

    Sep 14, 2026Utkarsh Tyagi, Ramaneswaran Selvakumar, Advait Gosai +13Full-Duplex Speech ModelsTurn-Taking

    Scale AI · University of Maryland

  8. Toward Robust Personalized Alignment for LLMs: Mitigating Persona Drift in Multi-Turn Dialogue

    Sep 14, 2026Youyuan Zhang, Siyuan Li, Fangming Liu +1Large Language Model AlignmentPersistent State

    Harbin Institute of Technology, Shenzhen, China · Peng Cheng Laboratory, China · Huazhong University of Science and Technology, China

  9. Encoded Early, Used Late: Where Transformers Begin to Act on an Inferred Partner's Expertise

    Sep 7, 2026Mika Okamoto, Gabriele SartiTransformer ArchitecturesDecoding

    Georgia Institute of Technology · Northeastern University

  10. FPCO-Dialog: A Multi-Turn False-Premise Benchmark for Correction and Cooperation in Vision-Language Models

    Sep 3, 2026Jiayuan Ma, Yuqi Lu, Weiyang Guo +5DialogueCooperation

    Harbin Institute of Technology, Shenzhen, China

  11. A Tri-Agent Framework for Evaluating and Aligning Question Clarification Capabilities of Large Language Models

    Sep 2, 2026Yikai Zhao, Saurabh Pandey, Pradeep Kumar MisraClarificationLarge Language Model Evaluation

    Amazon Dallas, Texas, USA · Amazon Seattle, Washington, USA

  12. AVERT: Audio-Verified Adjudication for Spoken Dialogue State Tracking

    Sep 1, 2026Chunggi Lee, Hanspeter PfisterDialogueKeys And Value

    Harvard University Cambridge, Massachusetts, USA

  13. ClinTraceBench: Source-Verifiable Longitudinal Clinical Reasoning over EHR-Derived Dialogues

    Sep 1, 2026Huimin Wang, Zhengyi Zhao, Yutian ZhaoPatient TrajectoriesMimic-Iv Datasets

    Shenzhen University · The Chinese University of Hong Kong · Dealism

  14. Ex-Omni-2D: Expressive Omni-Modal Dialogue Models with Native Visual Presence

    Aug 11, 2026Haoyu Zhang, Zhipeng Li, Xiaoying Tang +2Omni-ModalOmni

    The Chinese University of Hong Kong, Shenzhen · LIGHTSPEED · Independent Researcher

  15. Illusion of Alignment: Detecting Hidden Disagreement in Collaborative Dialogue

    Aug 8, 2026Kaiming Liu, Fuwen Luo, Ziyue Wang +6DisagreementCollaboration

    College of AI, Tsinghua University, Beijing, China · Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China · Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua University, Beijing, China

  16. ShiJianBench: From Dialogue to Decision for Long-Horizon Evaluation of Investment Advisors

    Aug 2, 2026Jie Gong, Maowei Jiang, Zhiwei Liu +14Financial Strategy ResearchLong-Horizon Task Planning

    School of Artificial Intelligence, Wuhan University · Nanjing Audit University · The University of Manchester +3

  17. Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding

    Jul 31, 2026Eileen Ye, Jiawen Tao, Yaoming Li +7Multi-Turn InteractionsDialogue

    Hunyuan Team, Tencent · Peking University

  18. Generative AI and linguistic diversity in academic writing and publishing: Perspectives from World Englishes

    Jul 30, 2026Kingsley Ugwuanyi, Christian Mair, Sender Dovchin +3WritingArtificial Intelligence Literacy

    SOAS University of London, UK · University of Freiburg, Germany · Curtin University, Australia +3

  19. Latent-IM: Latent Interaction Management for Speech LLMs

    Jul 29, 2026Adar Avsian, Atahan Dokme, Tony Woo +1DialogueSpeech Language Models

    Georgia Institute of Technology

  20. DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues

    Jul 28, 2026Takyoung Kim, Kang-wook Kim, Sang Hoon Woo +3Turn-TakingFull-Duplex Speech Models

    University of Illinois Urbana-Champaign · Seoul National University · University of California, Berkeley +2

  21. Everyone is unique: Towards Behaviorally Heterogeneous Negotiation Dialogue Systems for Debt Collection

    Jul 28, 2026Yuhang Yang, Kai Tang, Chao Ye +4NegotiationDialogue Benchmarks

    1State Key Laboratory of Blockchain and Data Security, Zhejiang University · 2Ant Group

  22. EII-SCL: Harnessing Emotional Inertia for Multimodal Emotion Recognition in Conversation

    Jul 19, 2026Zilong Huang, Kong Aik Lee, Chong-Xin Gan +3Emotion RecognitionContrastive Learning

    Dept. of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong SAR, China

  23. Candidate Attended Dialogue State Tracking Using BERT

    Jul 17, 2026Junyuan Zheng, Onkar Salvi, John ChanBert-Based ModelsDialogue

    OneConnect US Research Institute, New York, NY, 10019

  24. Real-time Generation of Listener Nodding via Prediction of Kinematic Parameters for Avatar Dialogue Systems

    Jul 14, 2026Kazushi Kato, Koji Inoue, Taiga Mori +2AvatarsNonverbal Cues

    Kyoto University Japan

  25. TRACER: Early Failure Detection for Task-Oriented Dialogue

    Jul 4, 2026Erfan Nourbakhsh, Rocky Slavin, Ke Yang +1DialogueDense Baseline

    The University of Texas at San Antonio

  26. Reasoning LLM Improves Speaker Recognition in Long-form TV Dramas

    Jul 2, 2026Yuxuan Li, Lingxi Xie, Xinyue Huo +6SpeakerVideo Understanding

    Tsinghua University, China · Huawei Inc., China · University of Chinese Academy of Sciences, China +1

  27. TurnNat: Automatic Evaluation of Turn-Taking Naturalness in Dyadic Spoken Dialogue

    Jul 1, 2026Hao Zhang, Thomas Thebaud, Georgi Tinchev +2Turn-TakingDialogue

    Center for Language and Speech Processing, Johns Hopkins University, USA · Amazon Research, UK · Amazon, USA

  28. How Far Can You Get Without a GPU? A Systematic Benchmark of Lightweight Hallucination Detection Across Question Answering, Dialogue, and Summarisation

    Jun 29, 2026Kriti Faujdar, Smit KadvaniCitation Hallucination DetectionNatural Language Inference

    Independent Researcher

  29. Dialogue to Detection: A Multimodal Hybrid NLP Pipeline for Insurance Fraud Detection

    Jun 26, 2026Muhammad Shakeel Akram, Amal Htait, Abdul Hamid Sadka +2Fraud DetectionFake News Detection

    Aston University, Birmingham,UK. · Domestic & General, Wimbledon, UK.

  30. Bridging Talk and Thought: Understanding Dialogue Dynamics Across Collaborative Problem-Solving Contexts

    Jun 25, 2026Zhengyuan Liu, Stella Xin Yin, Min-Yen Kan +1CollaborationDialogue

    Agency for Science, Technology and Research (A*STAR), Singapore · Nanyang Technological University, Singapore · National University of Singapore

  31. Dialogue to Discovery: Attribute-Aware Preference Elicitation for Conversational Product Search Assistants

    Jun 23, 2026Sarthak Harne, Natwar Modani, Debabrata Mahapatra +1Agentic CommerceDialogue

    2Microsoft Research · 1Adobe Research · 3UC Berkeley

  32. Self-Evolution for Multi-Turn Tool-Calling Agents via Divergence-Point Preference Learning

    Jun 22, 2026Jiaqiang TangPreference LearningSelf-Evolution

    The Hong Kong University of Science and Technology (Guangzhou)

  33. A Taxonomy of Conceptual Alignment in Human-Robot Dialogue

    Jun 21, 2026Shengchen Zhang, Xiaohua Sun, Weiwei GuoHuman-Robot InteractionArtificial Intelligence Alignment

    College of Design and Innovation, Tongji University, Shanghai, China. · School of Design, Southern University of Science and Technology, Shenzhen, Guangdong, China.

  34. Scalable Hierarchical Attention Transformers for Multi-Turn Jailbreak Detection in Long Conversations

    Jun 19, 2026Chenhui Hu, Muhammed Salih, Sudipto Guha +1JailbreaksBert-Based Models

    Zscaler, Inc.

  35. CATCH-ME if you RAG: a dataset of Contextually Annotated multi-Turn Counterspeech against Hate and Misinformation Exchanges

    Jun 18, 2026Helena Bonaldi, Genoveffa Martone, Marco GueriniHate SpeechMisinformation

    Fondazione Bruno Kessler, Italy · Università Cattolica del Sacro Cuore, Italy

  36. Creating Multilingual Mental Health Dialogue Datasets: Limits of Persona-Based Localization via Nationality and Language

    Jun 17, 2026Yunkai Xu, Saeed AbdullahMental HealthDialogue

    Pennsylvania State University, United States

  37. Dialogue SWE-Bench: A Benchmark for Dialogue-Driven Coding Agents

    Jun 12, 2026Brendan King, Jeffrey FlaniganCoding AgentsSwe-Bench Verified

    University of California, Santa Cruz

  38. RogueAI: A Reverse Turing Test for Detecting Licensed AI Deception in Dialogue

    Jun 11, 2026Sara Candussio, Emanuele Ballarin, Lorenzo Bonin +2DeceptionTrustworthy Artificial Intelligence

    1AILab, MIGe, University of Trieste, 34127 Trieste, IT · 2Computational Statistics and Machine Learning, Istituto Italiano di Tecnologia, Genova, IT · 3DIA, University of Trieste, 34127 Trieste, IT

  39. PRISM: Prosody-Integrated Multi-Agent Reasoning Framework for Empathetic Spoken Dialogue

    Jun 11, 2026Wen Zhang, Xiaocui Yang, Zhuoyue Gao +3EmpathyConversational Datasets

    School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China

  40. Context-Driven Incremental Compression for Multi-Turn Dialogue Generation

    Jun 10, 2026Yeongseo Jung, Jaehyeok Kim, Eunseo Jung +5Dialogue BenchmarksEfficient Long-Context Inference

    Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong · NVIDIA AI Technology Center, NVIDIA · University of Tsukuba, Japan +1

  41. Hey Chat, Can You Teach Me? Structuring Socratic Dialogue for Human Learning in the Wild

    Jun 10, 2026Sidney Tio, Arunesh Sinha, Pradeep VarakanthamSocratic DialogueTutors

    School of Computing and Information Systems Singapore Management University · Department of Management Science and Information Systems Rutgers Business School

  42. ParaBridge: Bridging Paralinguistic Perception and Dialogue Behavior in Speech Language Models

    Jun 9, 2026Yuxiang Wang, Qinke Ni, Shengbo Cai +3Paralinguistic CuesSpeech Language Models

    1The Chinese University of Hong Kong, Shenzhen · 2Tencent Hunyuan · 5Tsinghua University +2

  43. Beyond Individual Personas: Aligning Synthetic Dialogue to Population-Level Behavior Distributions

    Jun 5, 2026Xinyi Liu, Rinat Khaziev, Hooshang Nayyeri +3Conversational DatasetsDialogue

    1Amazon · University of Illinois Urbana–Champaign · University College London

  44. Fine-grained Fragment Retrieval in Multi-modal Long-form Dialogues

    Jun 3, 2026Hanbo Bi, Zhiqiang Yuan, Chongyang Li +7Multimodal RetrievalConversational Datasets

    Pattern Recognition Center, WeChat AI, Tencent Inc, China · Aerospace Information Research Institute, Chinese Academy of Sciences

  45. The Image Reconstruction Game: Drawing Common Ground Through Iterative Multimodal Dialogue

    Jun 1, 2026Sherzod Hakimov, Mattia D'Agostini, Ivan Samodelkin +1Vision-Language Foundation ModelsIterative Refinement

    Computational Linguistics, Department of Linguistics University of Potsdam, Germany · German Research Center for Artificial Intelligence (DFKI), Berlin, Germany

  46. When Seekers Are Hard to Help: Evaluating Emotional Support Dialogue Systems in Worst-Case Interactions

    May 27, 2026Jiajie Yang, Yangchun Li, Guanyi Chen +3Emotional Support Conversation TaskUser Simulation

    Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning · National Language Resources Monitoring and Research Center for Network Media · School of Computer Science, Central China Normal University +2

  47. STREAM: A Data-Centric Framework for Mining High-Value Task-Oriented Dialogues from Streaming Media

    May 24, 2026Liang Xue, Haoyu Liu, Cheng Wang +3Conversational DatasetsDialogue

    Harbin Institute of Technology Byering Technology Harbin, China · Harbin Institute of Technology Harbin, China

  48. MGRetrieval: Memory-Guided Reflective Retrieval for Long-Term Dialogue Agents

    May 22, 2026Tan Wang, Yunwei DongConversational MemoryRetrievers

    Northwestern Polytechnical University Xi’an, Shaanxi, China

  49. Embodied Multi-Agent Coordination by Aligning World Models Through Dialogue

    May 13, 2026Vardhan Dongre, Dilek Hakkani-TürEmbodied AgentsMulti-Agent Coordination

    Siebel School of Computing & Data Science University of Illinois Urbana-Champaign

  50. Moltbook Moderation: Uncovering Hidden Intent Through Multi-Turn Dialogue

    May 13, 2026Ali Al-Lawati, Nafis Tripto, Abolfazl Ansari +3Content ModerationMalicious Agents

    The Pennsylvania State University, USA

  51. An Annotation Scheme and Classifier for Personal Facts in Dialogue

    May 11, 2026Konstantin ZaitsevDialogueAnnotations

  52. How Should LLMs Listen While Speaking? A Study of User-Stream Routing in Full-Duplex Spoken Dialogue

    May 11, 2026Hui Lu, Xueyuan Chen, Huimeng Wang +4Full-Duplex Speech ModelsDialogue

    The Chinese University of Hong Kong · Tsinghua University · SenseTime Research

  53. Are you with me? A Framework for Detecting Mental Model Discrepancies in Task-Based Team Dialogues

    May 4, 2026Katharine Kowalyshyn, Matthias ScheutzTheory-Of-Mind ReasoningDialogue

    Department of Computer Science, Tufts University

  54. Surprisal Minimisation over Goal-directed Alternatives Predicts Production Choice in Dialogue

    May 1, 2026Tom Utting, Mario Giulianelli, Arabella SinclairUtterancesSurprisal

    University of Aberdeen · University College London

  55. On the Role of Artificial Intelligence in Human-Machine Symbiosis

    May 1, 2026Ching-Chun Chang, Yuchen Guo, Hanrui Wang +2Human-Ai CollaborationArtificial Intelligence Systems

    Information and Society Research Division, National Institute of Informatics, Tokyo, Japan · Graduate School of Information Science and Technology, University of Tokyo, Tokyo, Japan

  56. Cultural Benchmarking of LLMs in Standard and Dialectal Arabic Dialogues

    Apr 30, 2026Muhammad Dehan Al Kautsar, Saeed Almheiri, Momina Ahsan +13Arabic Natural Language ProcessingArabic

    Mohamed bin Zayed University of Artificial Intelligence · IBM Research AI · American University in the Emirates

  57. Reasoning over Object Descriptions Improves Coreference Resolution in Task-Based Dialogue Systems

    Apr 30, 2026Oier Ijurco, Oier Lopez de LacalleCoreference ResolutionDialogue

    HiTZ Center - Ixa, University of the Basque Country UPV/EHU

  58. Scalable LLM-based Coding of Dialogue in Healthcare Simulation: Balancing Coding Performance, Processing Time, and Environmental Impact

    Apr 25, 2026Kiyoshige Garces, Gloria Milena Fernandez-Nieto, Linxuan Zhao +4Simulated PatientsDialogue Benchmarks

    RMIT University · Monash University · Adelaide University +2

  59. Using Machine Mental Imagery for Representing Common Ground in Situated Dialogue

    Apr 22, 2026Biswesh Mohapatra, Giovanni Duca, Laurent Romary +1Multimodal AgentsDialogue

    Inria · University of Trento · Work done during Master’s thesis at Inria. +1

  60. Transition-Matrix Regularization for Next Dialogue Act Prediction in Counselling Conversations

    Apr 20, 2026Eric Rudolph, Philipp Steigerwald, Jens AlbrechtLatent PredictionDialogue Benchmarks

    Technische Hochschule Nürnberg Georg Simon Ohm