Conversational Datasets

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  1. Steering the Compass: Aligning Dynamic Psychological Counseling Conversations with Cognitive Behavioral Therapy Strategies

    Sep 17, 2026Zimu Wang, Yiwen Jiang, Xiangyu Zhao +10Cognitive Behavioral TherapyCounseling

    AIM for Health Lab, Monash University · University of Liverpool · Massachusetts Institute of Technology +2

  2. ER-EDF: A Psychology-Grounded Emotion Regulation Framework for Speech Empathetic Dialogue Generation in Large Audio-Language Models

    Sep 14, 2026Hongyu Jin, Wenda Zhang, Runqiu Fei +3EmpathyEmotional Regulation

  3. DuplexDrama: A Synthesized Dialogue Dataset with Scenarios, Full-Duplex Behaviors, Expressive Speech, and Sound Events

    Sep 11, 2026Qingxiang Guo, Wenke Fan, Shuofeng Zhao +9Full-Duplex Speech ModelsConversational Datasets

    Zuoyebang Education Technology, Beijing, China

  4. Candor-LR: A Dyadic Conversational Dataset for Audio-Visual Speech Recognition

    Sep 9, 2026Rishabh Jain, Aristeidis Papadopoulos, Zhaofeng Lin +1Automatic Speech Recognition EvaluationConversational Datasets

    Sigmedia Group, School of Engineering, Trinity College Dublin, Ireland

  5. IRWOZ 2.0: A Large Language Model-driven Dialogue Dataset for Industrial Robot Conversations

    Sep 3, 2026Chen Li, Dimitrios ChrysostomouConversational DatasetsLarge-Scale Robot Demonstration Datasets

    Department of Materials and Production, Aalborg University, Fibigerstraede 16, Aalborg, 9220, Denmark.

  6. PersuaRL: Reinforcement Learning-Driven Multi-Expert Selection for Persuasive Dialogue Generation in Insurance

    Sep 1, 2026Rohan Kirti, Akash Ghosh, Aryan Vats +5PersuasionLarge Language Model Policy Optimization

    Indian Institute of Technology Patna, India · Ramakrishna Mission Vivekananda Educational and Research Institute, India · Accenture Labs, Bangalore, India

  7. TEIDAN: A Multilingual Multiparty Dialogue Corpus

    Sep 1, 2026Taiga Mori, Koji Inoue, Mikey Elmers +2Conversational DatasetsDialogue Benchmarks

    Graduate School of Informatics, Kyoto University · Japan

  8. ConVAWG: A Retrieval-Grounded Framework for Controlled Synthetic Dialogue Generation in Violence Against Women and Girls

    Aug 11, 2026Chen Lyu, Xingwei Tan, Simon Cullen +4Conversational DatasetsChild Sexual Abuse Material

    University of Warwick, UK · University of Sheffield, UK · Forensic Capability Network, UK +1

  9. TIDES: A Longitudinal Bilingual Dataset for Modeling Multi-Party Social Dynamics

    Aug 3, 2026Heechan Lee, Jeonggyu Kang, Junho Myung +3Conversational DatasetsMultimodal Dataset

    KAIST1 · SkillBench2

  10. InteracVid: Building a Real Interactive Audio-Visual Response Dataset from Live-Chat Videos

    Aug 2, 2026Chi Zhang, Haoyang Shi, Yueyi Liu +4Video Multimodal Large Language ModelsInteractivity

    College of AI, Tsinghua University

  11. SoniSpeech: A Large-Scale Open-Vocabulary Tri-Modal Dataset for Wearable Silent Speech Interfaces

    Aug 1, 2026Ruidong Zhang, Jiacheng Liu, François Guimbretière +1Conversational DatasetsMultimodal Dataset

    Cornell University, Ithaca, NY, USA

  12. Indic DiarBench: A Multilingual Joint Diarization and ASR Benchmark for Indian Languages

    Jul 26, 2026Deovrat Mehendale, Aditya Mehndiratta, Dhruv Rathi +2Speaker DiarizationMultilingual Automatic Speech Recognition

    Sarvam AI, India · AI4Bharat, IIT Madras, India

  13. EmoTrace: An Emotion Trajectory-Centered Framework for Psychological Support Dialogue Generation

    Jul 26, 2026Kaitong Weng, Lixin Liu, Zihao Liu +2Emotional Support Conversation TaskEmpathy

    Shenzhen International Graduate School, Tsinghua University

  14. GEMCo: A Validated, Ethically Releasable Proxy for Inaccessible Counselling Data

    Jul 26, 2026Philipp Steigerwald, Eric Rudolph, Mara Stieler +3CounselingConversational Datasets

    Faculty of Computer Science, Center for Artificial Intelligence (KIZ) · Technische Hochschule Nürnberg Georg Simon Ohm, Nürnberg, Germany · Faculty of Social Sciences, Institute for E-Counselling

  15. IndicTalk: A Large-Scale Persona-Based Multilingual Conversational Corpus for Indic Languages

    Jul 25, 2026Sahil Deepak Gawande, Mayank SinghConversational DatasetsIndian Languages

    Lingo Research Group · IIT Gandhinagar

  16. Dialogue Summarization with Emotion Dynamics Using Topic- and Participant-Centric Decomposition

    Jul 16, 2026Linyun Xiang, Mark Neerincx, Stephanie TanSummarizationConversational Datasets

    Department of Intelligent Systems, Delft University of Technology

  17. DuplexChat: Constructing Speaker-Separated Full-Duplex Dialogue Speech at Scale for Spoken Dialogue Language Modeling

    Jul 6, 2026Wataru Nakata, Yuki Saito, Hiroshi SaruwatariFull-Duplex Speech ModelsConversational Datasets

    The University of Tokyo, Japan · National Institute of Advanced Industrial Science and Technology, Japan

  18. Conversational Human Audio-visual Talking Dialogue Generation

    Jul 2, 2026Junhao Song, Lluis Guasch, Xilin He +8Conversational DatasetsAudio-Video Generation

    Department of Computing, Imperial College London, UK · Department of Earth Science & Engineering, Imperial College London, UK · Mohamed bin Zayed University of Artificial Intelligence, UAE +8

  19. SIMAX: A Scalable and Interpretable Framework for Multi-Fidelity and Annotated Clinician-Patient Dialogue Simulation

    Jun 29, 2026Zhuhan Bao, Rui Yang, Bohao Yang +16Simulated PatientsConversational Datasets

    Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA · Duke-NUS AI + Medical Sciences Initiative, Duke-NUS Medical School, Singapore, Singapore · Centre for Biomedical Data Science, Duke-NUS Medical School, Singapore, Singapore +16

  20. DialogPII: A multilingual dataset of synthetic dialog transcripts to detect personal information

    Jun 29, 2026Roland Roller, Vera Czehmann, Derya Erman +13Conversational DatasetsTranscript

    German Research Center for Artificial Intelligence (DFKI), Berlin, Germany. · Technical University Berlin, Berlin, Germany. · Berlin Institute of Health (BIH), Berlin, Germany. +4

  21. A French OSCE Dialogue Dataset and Controllable Virtual Patient System for Clinical Training

    Jun 26, 2026Doria Bonzi, Tom Bourgeade, Fabrice Lefèvre +1Simulated PatientsConversational Datasets

    Lorraine Universit´e, CNRS, Inria, LORIA, Nancy, France · Avignon Universit´e, LIA, UPR 4128, Avignon, France

  22. PeerMathDial: A Middle School Dialogue Dataset for Student Collaborative Math Problem Solving

    Jun 19, 2026Murong Yue, Desmond Alexander Mcglone, Emily Slutz +4Conversational DatasetsClassrooms

    Department of Computer Science, George Mason University · College of Education & Human Development, George Mason University · Department of Computer Science, William & Mary

  23. The Significance of Style Diversity in Annotation-Free Synthetic Data Generation

    Jun 18, 2026Zahra Abbasiantaeb, Zeno Belligoli, Omar Essam +1Synthetic DataConversational Datasets

    University of Amsterdam, Amsterdam, The Netherlands · Booking.com, Amsterdam, The Netherlands

  24. 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

  25. Fast When, Careful Who: Dual-Process Multiparty Turn-Taking with Diffusion Augmentation

    Jun 15, 2026Rutherford A. Patamia, Ming Liu, Wei Luo +2Turn-TakingConversational Datasets

    Deakin University, Melbourne, Australia · Griffith University, Brisbane, Australia

  26. 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

  27. I Understand How You Feel: Enhancing Deeper Emotional Support Through Multilingual Emotional Validation in Dialogue System

    Jun 10, 2026Zi Haur Pang, Yahui Fu, Koji Inoue +1Emotional Support Conversation TaskEmotion Recognition

    Graduate School of Informatics, Kyoto University, Japan

  28. 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

  29. An Expanded Synthetic Conversation Dataset for Multi-Turn Smishing Detection

    Jun 5, 2026Carl Lochstampfor, Ayan RoyFraud DetectionSpoofing

    Department of Computer Science Old Dominion University Norfolk, VA, USA · Department of Computer Science Christopher Newport University Newport News, VA, USA

  30. Resonant Minds: Closed-Loop Social Avatars with Theory of Mind

    Jun 4, 2026Jianxu Shangguan, Jing Xu, Hang Ye +4Conversational DatasetsAvatars

    University of Washington · 2Peking University · 3Carnegie Mellon University +1

  31. DeliChess: A Multi-party Dialogue Dataset for Deliberation in Chess Puzzle Solving

    Jun 3, 2026Xiaochen Zhu, Georgi Karadzhov, Tom Stafford +1ChessDeliberation

    University of Cambridge · University of Sheffield

  32. 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

  33. The DeepSpeak-Agentic Dataset

    Jun 2, 2026Sarah Barrington, Maty Bohacek, Hany FaridConversational DatasetsEmbodied Agents

    University of California, Berkeley, USA · Stanford University, USA

  34. Structures Facilitate Retrieve, Rerank, and Generate

    Jun 2, 2026Yeqin Zhang, Haomin Fu, Xujie Zhang +1Graph-Based Retrieval Augmented GenerationCross-Encoder Reranking

    State Key Laboratory for Novel Software Technology, Nanjing University, China · School of Artificial Intelligence, Nanjing University, China

  35. Scaling Conversational Hungarian ASR: The BEA-Dialogue+ Corpus

    May 29, 2026Máté Gedeon, Piroska Zsófia Barta, Péter Mihajlik +1Conversational DatasetsText Corpora

    Department of Telecommunications and Artificial Intelligence, Budapest University of Technology and Economics, Hungary · Speechtex Ltd., Hungary · ELTE Research Centre for Linguistics, Hungary

  36. Dial HEALTHDIAL for Advice: A Multilingual and Multi-Parallel Spoken Dialogue Dataset for Knowledge-Grounded Information Seeking

    May 28, 2026Songbo Hu, Yinhong Liu, Ej Zhou +5Conversational DatasetsMultilingual Healthcare Q&A

    Language Technology Lab, University of Cambridge, UK · Independent Researcher · School of Computation, Information and Technology, Technical University of Munich, Germany

  37. A Dataset of Robot-Patient and Doctor-Patient Medical Dialogues for Spoken Language Processing Tasks

    May 26, 2026Heriberto Cuayahuitl, Grace JangConversational DatasetsDialogue Benchmarks

    School of Engineering and Physical Sciences University of Lincoln, UK · Lincoln Medical School Universities of Lincoln and Nothingham, UK

  38. CIRCLED: A Multi-turn CIR Dataset with Consistent Dialogues across Domains

    May 26, 2026Tomohisa Takeda, Yu-Chieh Lin, Yuji Nozawa +3Composed Image RetrievalConversational Datasets

    Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan · Kioxia Corporation, Tokyo, Japan

  39. 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

  40. Emotion Recognition in Sign Language Conversation

    May 22, 2026Yusong Wang, Keyu Mao, Takao Obi +2Sign Language TranslationEmotion Recognition

    Institute of Science Tokyo, Japan · New York University, New York, 11201, USA

  41. Psy-Chronicle:A Structured Pipeline for Synthesizing Long-Horizon Campus Psychological Counseling Dialogues

    May 21, 2026Chaogui GouCounselingConversational Datasets

    University of Science and Technology Beijing

  42. Towards Continuous Sign Language Conversation from Isolated Signs

    May 14, 2026Youngmin Kim, Kyobin Choo, Jiwoo Park +4Sign Language TranslationConversational Datasets

    1Yonsei University · 2LG Electronics · 3Emory University

  43. IndicMedDialog: A Parallel Multi-Turn Medical Dialogue Dataset for Accessible Healthcare in Indic Languages

    May 13, 2026Shubham Kumar Nigam, Suparnojit Sarkar, Piyush PatelMultilingual Healthcare Q&AConversational Datasets

    University of Birmingham, Dubai, United Arab Emirates · Heritage Institute of Technology, Kolkata, India · Madan Mohan Malaviya University of Technology, India

  44. MIST: Multimodal Interactive Speech-based Tool-calling Conversational Assistants for Smart Homes

    May 7, 2026Maximillian Chen, Xuanming Zhang, Michael Peng +3Voice AgentsSmart Homes

    Columbia University · Seoul National University

  45. Interpretable Difficulty-Aware Knowledge Tracing in Tutor-Student Dialogues

    May 1, 2026Shuyan Huang, Alexander Scarlatos, Jaewook Lee +1TutorsProblem Solving Capability

    University of Massachusetts Amherst

  46. 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

  47. Human-1 by Josh Talks: A Full-Duplex Conversational Modeling Framework in Hindi using Real-World Conversations

    Apr 25, 2026Bhaskar Singh, Shobhit Banga, Mahima Manik +1Full-Duplex Speech ModelsConversational Datasets

    JoshTalks · Independent

  48. Inter-Stance: A Dyadic Multimodal Corpus for Conversational Stance Analysis

    Apr 24, 2026Xiang Zhang, Xiaotian Li, Taoyue Wang +9Multi-Modal DataConversational Datasets

    State University of New York at Binghamton · Choate Rosemary Hall · Rensselaer Polytechnic Institute +2

  49. Adversarial Arena: Crowdsourcing Data Generation through Interactive Competition

    Apr 20, 2026Prasoon Goyal, Sattvik Sahai, Michael Johnston +14Large Language Model GenerationAdversarial Robustness

    Amazon Nova Responsible AI

  50. SimRPD: Optimizing Recruitment Proactive Dialogue Agents through Simulator-Based Data Evaluation and Selection

    Jan 6, 2026Zhiyong Cao, Dunqiang Liu, Qi Dai +9Conversational DatasetsUser Simulation

    Zhaopin Limited · Institute of Automation, Chinese Academy of Sciences · School of Automation,Beijing Institute of Technology +3