Conversational AI

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Period ending 2026-09-21

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39 new papers

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  1. Beyond Supervised Clarification: Input Rewriting with LLMs for Dialogue Discourse Parsing

    Jul 2, 2026Yiming Liu, Ziyue Zhang, Zhichao Xu +4RewriteDialogue

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

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

  3. Towards Developing a Multimodal Chat Assistant for University Stakeholders: RAG-based Approach

    Jul 1, 2026Md Abu Hanif Shaikh, Abdullah Al ShafiMulti-Source Retrieval-Augmented GenerationChatbots

  4. BayesBench: Evaluating LLM Belief Trajectories Under Multi-Turn Evidence Accumulation

    Jun 29, 2026Ankur Samanta, Akshayaa Magesh, Tal Lancewicki +7Initial Human Belief DistributionsLarge Language Model Reasoning

  5. What Drives Interactive Improvement from Feedback?

    Jun 29, 2026Bartłomiej Cupiał, Jan Łojek, Mikołaj Garstecki +3Feedback LearningFeedback Loop

  6. Attractor States Emerge in Multi-Turn LLM Conversations

    Jun 29, 2026Ting-Wen Ko, Jonas GeipingMulti-Turn Large Language Model ConversationsAttractors

  7. 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

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

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

  9. EMPATH: A Multilingual Auditor-Judge Benchmark for Safety Evaluation of Emotional-Support Chatbots

    Jun 29, 2026Camilo Chacón SartoriEmotional SupportEmpathy

  10. Comparing Chatbot Performance Enhanced with Persistent Homology

    Jun 29, 2026Nithisha Raghavaraju, Barbara Giunti, Bastian RieckPersistent HomologyChatbots

  11. 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 KadvaniHallucinationsNatural Language Inference

  12. Conversational Domain Adaptation of IndicTrans2 across 21 Indic Languages via Experience Replay and Model Soups

    Jun 27, 2026Aditya Pratap SinghTranslation QualityEnglish

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

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

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

    Jun 26, 2026Muhammad Shakeel Akram, Amal Htait, Abdul Hamid Sadka +2Fraud DetectionDialogue

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

    Jun 25, 2026Zhengyuan Liu, Stella Xin Yin, Min-Yen Kan +1Modular Agentic FrameworkDialogue

  16. Auditing Framing-Sensitive Behavioral Instability in Large Language Models for Mental Health Interactions

    Jun 25, 2026Abla Bedoui, Ashley L. Greene, Mohammed CherkaouiTask FramingMental Health

  17. SocialPersona: Benchmarking Personalized Profiling and Response with Multimodal Social-Media Context

    Jun 25, 2026Qinkai Zhang, Yanyan Zhao, Xin Lu +3PersonaProfile

  18. Accuracy and Satisfaction in Multi-Turn LLM Dialogues for NFR Assessment

    Jun 23, 2026Ali Pourghasemi Fatideh, Wilder Baldwin, Maria Dhakal +2Multi-Turn Large Language Model ConversationsLlm-Based Agent

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

    Jun 23, 2026Sarthak Harne, Natwar Modani, Debabrata Mahapatra +1ProductsConversational Artificial Intelligence

  20. From Task-Guided Conversational Graphs to Goal-Oriented Dialogue Runtimes

    Jun 22, 2026Mariano Garralda-BarrioConversational Artificial IntelligenceMulti-Agent Orchestration Frameworks

  21. Self-Stigma Is Not a Monolith, but Generic Empathy Is: Persona-Conditioned LLM Support for People Who Use Drugs

    Jun 22, 2026Layla Bouzoubaa, Rezvaneh RezapourPersonaEmpathy

  22. Black-Box Forensics for Conversational LLM Agents

    Jun 21, 2026Isadora White, Yasaman Jafari, Taylor Berg-KirkpatrickLarge Language Model AgentsLanguage Model Evasion Attacks

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

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

  24. AI-Mediated Negotiation: Design Reflections and Lessons

    Jun 20, 2026Veda Duddu, Jash Rajesh Parekh, Andy Mao +4NegotiationConversational Artificial Intelligence

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

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

  26. PulseCX: Breaking the Closed-World Assumption in Real-Time CX

    Jun 19, 2026Rajat Agarwal, Suvidha Tripathi, Shubham SharmaConversational Artificial IntelligenceArtificial Intelligence Assistants

  27. GRAG: Generic Response-Augmented Generation Framework for Personalized Conversational Systems

    Jun 19, 2026Junfeng Liu, Christopher T. Symons, Ranga Raju VatsavaiPersonalizationConversational Artificial Intelligence

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

    Jun 19, 2026Chenhui Hu, Muhammed Salih, Sudipto Guha +1Jailbreak EvaluationsTransformer Attention

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

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

  30. 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 SpeechHate

  31. Co-Construction Blindness and Asymmetric Epistemic Vulnerability in Human-LLM Interaction

    Jun 18, 2026Bianca Helena XimenesBlind SpotsChatbots

  32. Beyond Static Endpoints: Tool Programs as an Interface for Flexible Agentic Web Services

    Jun 18, 2026Mugeng Liu, Shuoqi Li, Yixuan Zhang +1Multi-Turn Tool-Use AgentTool

  33. AtomMem: Building Simple and Effective Memory System for LLM Agents via Atomic Facts

    Jun 18, 2026Yanyu Yao, Shangze Li, Zhi Zheng +4Agent MemoryLarge Language Model Agents

  34. A Layered Security Framework Against Prompt Injection in RAG-Based Chatbots

    Jun 17, 2026Gulshan Saleem, Nisar Ahmed, Muhammad Imran Zaman +1Indirect Prompt InjectionPrompt Engineering

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

    Jun 17, 2026Yunkai Xu, Saeed AbdullahMental HealthDialogue

  36. Reference-Driven Multi-Speaker Audio Scene Generation from In-the-Wild Priors

    Jun 17, 2026Michael Finkelson, Daniel Segal, Eitan Richardson +7Conversational BenchmarksPrior Knowledge

  37. Correct Yourself, Keep My Trust: How Self-Correction and Social Connection Shape Credibility in Social Chatbots

    Jun 17, 2026Biswadeep Sen, Yi-Chieh LeeIterative Self-CorrectionChatbots

  38. ELEVATE: Designing Human-Centered GenAI Virtual Tutors for Scalable and Inclusive Education

    Jun 17, 2026Lorenzo Stacchio, Michele Giordano, Daniele Berardini +2TutorsEducation

  39. Evaluation of Medical Vision Language Models HuluMed and MedGemma, and general purpose chatbots Gemma 3, ChatGPT Plus, and Claude Pro on real previously unseen wound images

    Jun 16, 2026Yunzhe Xue, Mohammed Saim Ahmed Quadri, Neal Panse +2Multimodal Wound AnalysisMedical Vision-Language Models

  40. CoreMem: Riemannian Retrieval and Fisher-Guided Distillation for Long-Term Memory in Dialogue Agents

    Jun 16, 2026Jiaqi Chen, Yongqin Zeng, Shaoshen Chen +4Explicit MemoryLong-Term Memory

  41. Improving Survey Participation in Low-Literacy Populations Through Value-Sensitive Conversational AI

    Jun 16, 2026Raj Gaurav MauryaSurveyLiteracy

  42. Unintended Effects of Geographic Conditioning in Large Language Models

    Jun 16, 2026Naz Col, David M. ChanBridging Geographic BiasLarge Language Model Bias

  43. Security and Privacy Prompts in the Wild: What Users Ask LLMs and How LLMs Respond

    Jun 16, 2026Hobin Kim, Xiaoyuan Wu, Omer Akgul +2Large Language Model ReliabilityChatbots

  44. DiagFlowBench: Evaluating How Language Models Handle Off-Procedure Inputs in Grounded Diagnostic Dialogue

    Jun 16, 2026Guillermo Gil de Avalle, Laura Maruster, Shaina Raza +1Diagnostic BenchmarkKnowledge-Grounded Reasoning

  45. Talking to Your Data: Exploring Embodied Conversation as an Interface for Personal Health Reflection

    Jun 16, 2026Nikola Kovacevic, Bastien Husler, Di Zhuang +2Wearable DevicesEmbodied

  46. Simulated Customers Never Walk Away: Decision Fidelity of LLM User Simulators Measured Against Real Purchase Outcomes

    Jun 16, 2026Liang ChenUser SimulationOnline Shoppers Purchasing Intention

  47. NarrativeWorldBench: A Frontier-Saturated Benchmark and a Latent World Model for Long-Horizon Co-Creative Audio Drama

    Jun 16, 2026Logan Mann, Abdur Rahman, Mohammad Saifullah +2NarrativesLarge Audio Language Models

  48. P3B3: A Multi-Turn Conversational Benchmark for Measuring European and Brazilian Portuguese Variety Bias in LLMs

    Jun 15, 2026Rafael Ferreira, Inês Vieira, Inês Calvo +6Multilingual BenchmarkPortuguese

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

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

  50. A Large-Scale Multi-Dimensional Empirical Study of LLMs for Conversation Summarization

    Jun 14, 2026Weixiao Zhou, Gengyao Li, Xianfu Cheng +3Conversational BenchmarksSummarization

  51. Rethinking Scaffolding in LLM Tutors: The Interactional Mismatch Between Benchmarks and Real-World Deployments

    Jun 14, 2026Alexandra Neagu, Jeffrey T. H. Wong, Marcus Messer +2TutorsChatbots

  52. EIBench: A Simulator-Based Benchmark and Turn-Credit RL for Emotion Management

    Jun 14, 2026Rongzhi Zhu, Xiang Huang, Yuchuan Wu +8Conversational BenchmarksUser Simulation

  53. LoSoNA: A Benchmark for Local Social Norm Adaptation in Group Conversations

    Jun 12, 2026Mateusz Winiarek, Maksymilian Bilski, Mateusz JacniackiSocial NormsChatbots

  54. BayLing-Duplex: Native Full-Duplex Speech Dialogue with a Single Autoregressive LLM

    Jun 12, 2026Qingkai Fang, Shoutao Guo, Yang FengFull-Duplex Speech ModelsFull-Duplex Dialogue

  55. From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI

    Jun 12, 2026Yongheng Zhang, Ziang Liu, Jiaxuan Zhu +17ChatbotsArtificial Intelligence Systems

  56. Thinking Outside the [Chat]Box: Bridging Computer Science and Industrial Design for Cognitive-Inclusive Generative AI

    Jun 12, 2026Virginia Francisco, Daniel Guasch, Raquel HervásInteraction DesignGenerative Artificial Intelligence

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

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

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

    Jun 11, 2026Sara Candussio, Emanuele Ballarin, Lorenzo Bonin +2DeceptionCounter Turing Test

  59. G-Long: Graph-Enhanced Memory Management for Efficient Long-Term Dialogue Agents

    Jun 11, 2026Minjun Choi, Yoonjin Jang, Sangwon Youn +1Efficient Long-Context InferenceConversational Artificial Intelligence

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

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