Conversational AI

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Period ending 2026-09-21

23 new papers

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Period ending 2026-09-14

18 new papers

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Period ending 2026-09-07

39 new papers

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

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

  2. 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 SupportEmotion Recognition

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

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

  4. Teaching Diffusion to Speculate Left-to-Right

    Jun 10, 2026Lexington Whalen, Yuki Ito, Ryo SakamotoSpeculative DecodingDiffusion Language Models

  5. Context-Aware Multimodal Claim Verification in Spoken Dialogues

    Jun 9, 2026Chaewan Chun, Delvin Ce Zhang, Dongwon LeeSpeaker Verification PerformanceConversational Benchmarks

  6. Recalling Too Well: Sycophancy Evaluation and Mitigation in Memory-Augmented Models

    Jun 9, 2026Shelly Bensal, Axel Magnuson, Aparna Balagopalan +1SycophancyLarge Language Model Memory

  7. From Perception to Action: Can UI Interventions Foster Sustainable LLM Chatbot

    Jun 9, 2026Nitish Patkar, Pooja Rani, Jack Glässer +2ChatbotsInteraction Design

  8. The Arbiter Agent: Continually Monitoring Multi-Agent Conversations to Detect Emergent Misalignment

    Jun 9, 2026Filippo Tonini, Federico Torrielli, Anton Danholt Lautrup +3ArbitrationMisalignment

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

    Jun 9, 2026Yuxiang Wang, Qinke Ni, Shengbo Cai +3Paralinguistic CuesDialogue

  10. Game-Theoretic Multi-Agent Control for Robust Contextual Reasoning in LLMs

    Jun 9, 2026Saeid Jamshidi, Amin Nikanjam, Arghavan Moradi Dakhel +2Model Context ProtocolMulti-Turn Interactions

  11. ττ-Rec: A Verifiable Benchmark for Agentic Recommender Systems

    Jun 8, 2026Bharath Sivaram Narasimhan, Karthik R NarasimhanConversational BenchmarksElicitation

  12. BenSyc: Benchmarking Conversational Sycophancy and Human Alignment in LLMs for Bengali Contexts

    Jun 8, 2026Kazi Noshin, Sajib Acharjee Dip, Ranat Das Prangon +4SycophancyMultilingual Benchmark

  13. UXBench: Benchmarking User Experience in AI Assistants

    Jun 8, 2026Mengze Hong, Xia Zeng, Zeyang Lei +26UsabilityConversational Benchmarks

  14. IMUG-Bench: Benchmarking Unified Multimodal Models on Interleaved Understanding and Generation

    Jun 8, 2026Lingyi Meng, Zecong Tang, Haoran Li +12Multi-Turn Interactions

  15. Claw-R1: A Step-Level Data Middleware System for Agentic Reinforcement Learning

    Jun 8, 2026Daoyu Wang, Mingyue Cheng, Qingchuan Li +3Agentic Reinforcement-Learning FrameworkClaws

  16. An AI Security Agent for University ACMIS: Multi-Vector Threat Detection and Automated Response

    Jun 6, 2026Joseph Walusimbi, Joshua Benjamin SsentongoArtificial Intelligence DetectionAuthentication

  17. The Governance of Human-LLM Interaction: Safety Gating, Civility Steering, and Affective Default Lock-In

    Jun 6, 2026Manuele Reani, Hongjian Zhang, Hongyu TianLarge Language Model SafetyArtificial Intelligence Alignment

  18. LCAM: A Framework for Diagnosing Interactional Alignment Failures in Con-versational AI

    Jun 6, 2026Manuele Reani, Hongyu TianArtificial Intelligence AlignmentConversational Artificial Intelligence

  19. MemToolAgent: Leveraging Memory for Tool Using Agents Based on Environment and User Feedback

    Jun 6, 2026Suleyman Armagan Er, Danilo Ribeiro, Yogesh Virkar +5Agent MemoryTool

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

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

  21. Adversarial Creation and Detection of AI-Generated Social Bot Content

    Jun 5, 2026Mykola Trokhymovych, Ricardo Baeza-Yates, Alessandro Flammini +2Machine-Generated Text DetectionAi-Generated

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

    Jun 5, 2026Carl Lochstampfor, Ayan RoyFraud DetectionConversational Datasets

  23. Evidence-Based Intelligent Diagnostic and Therapeutic Visualization System with Large Language Models: Multi-Turn Interaction and Multimodal Treatment Plan Generation

    Jun 5, 2026Yunhan Wang, Yuda Wang, Zhiying Tu +5Knowledge GraphsMulti-Turn Interactions

  24. CogManip: Benchmarking Manipulative Behavior in Multi-Turn Interactions with Large Language Model

    Jun 4, 2026Zeyang Yue, Chenfei Yan, Feifei Zhao +5Multi-Turn InteractionsArtificial Intelligence Safety

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

    Jun 4, 2026Jianxu Shangguan, Jing Xu, Hang Ye +4High-Fidelity AvatarDialogue

  26. ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?

    Jun 4, 2026Woojung Song, Nalim Kim, Sangjun Song +3Role-Playing AgentsCharacterization

  27. A Motivational Architecture for Conversational AGI

    Jun 3, 2026Anna Mikeda, Ben GoertzelConversational Artificial IntelligenceIntrinsic Motivation

  28. A Model of Multi-turn Human Persuadability Using Probabilistic Belief Tracing

    Jun 3, 2026Jared Moore, Noah Goodman, Nick Haber +1PersuasionBelief

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

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

  30. LifeSide: Benchmarking Agents as Lifelong Digital Companions

    Jun 3, 2026Yuqian Wu, Zhijie Deng, Wei Chen +8Artificial Intelligence CompanionsConversational Benchmarks

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

    Jun 3, 2026Hanbo Bi, Zhiqiang Yuan, Chongyang Li +7Multimodal RetrievalMulti-Turn Conversations

  32. Stumbling Into AI Emotional Dependence: How Routine AI Interactions Reshape Human Connection

    Jun 2, 2026Yaoxi Shi, Cathy Mengying Fang, Pattie Maez +1Human-Ai InteractionEmotional Support

  33. The DeepSpeak-Agentic Dataset

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

  34. Large Language Models Are Overconfident in Their Own Responses

    Jun 2, 2026Mario Sanz-Guerrero, Manuel Mager, Katharina von der WenseLarge Language Model UncertaintyOverconfidence

  35. Beyond Ideal Instruction: A Comprehensive Framework for Evaluating LLMs in Realistic Interactions

    Jun 2, 2026Xuan Yang, Hao Xu, Tingfeng Hui +4Large Language Model EvaluationConversational Benchmarks

  36. Structures Facilitate Retrieve, Rerank, and Generate

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

  37. PsychoPass: Geometric Profiling of Multi-Turn Adversarial LLM Conversations

    Jun 2, 2026Muberra Ozmen, Subhabrata MajumdarLanguage Model Evasion AttacksJailbreak Attacks

  38. Chatbots Output Meaningful (but Problematic) Language

    Jun 2, 2026Matthew Stone, Una StojnićChatbotsAnthropomorphism

  39. Topics as Proxies for Sociodemographics: How Conversational Context Affects LLM Answers

    Jun 1, 2026Vera Neplenbroek, Gabriele Sarti, Arianna Bisazza +1DemographicsMulti-Turn Large Language Model Conversations

  40. Question-Aware Evidence Ledgers for Video Relational Reasoning

    Jun 1, 2026Yilin Ou, Mengshi Qi, Huadong MaVideo Question AnsweringVideo Understanding

  41. Food Noise & False Safety: A Systematic Evaluation of How LLMs Fail to Adapt to Eating Disorder Queries with Clinician Feedback

    Jun 1, 2026Giulia Pucci, Emily Hemendinger, Ruizhe Li +3ChatbotsSuicide Risk

  42. Investigating and Alleviating Harm Amplification in LLM Interactions

    Jun 1, 2026Ruohao Guo, Wei Xu, Alan RitterLarge Language Model SafetyHarms

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

    Jun 1, 2026Sherzod Hakimov, Mattia D'Agostini, Ivan Samodelkin +1Vision-LanguageNatural Language Descriptions

  44. THRD: A Training-Free Multi-Turn Defense Framework for Jailbreak Attacks on Large Language Models

    Jun 1, 2026Zhiqing Ma, Zhonghao Xu, Dong Yu +3Jailbreak AttacksNovel Jailbreak Method

  45. TimeSage-MT: A Multi-Turn Benchmark for Evaluating Agentic Time Series Reasoning

    May 31, 2026Yaxuan Kong, Qingren Yao, Yuqi Nie +7Agentic BenchmarksTime Series

  46. GuidaPA: Privacy-Preserving Chatbot for Public Administration via Federated Learning

    May 31, 2026Daniel M. Jimenez-Gutierrez, Albenzio Cirillo, Raffaele Nicolussi +2Federated LearningChatbots

  47. Connecting the Dots: Benchmarking Reflective Memory in Long-Horizon Dialogue

    May 31, 2026Jingjie Lin, Bingbing Wang, Zihan Wang +4Conversational BenchmarksMultimodal Reasoning Benchmarks

  48. Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations

    May 30, 2026Adril Putra Merin, David Anugraha, Ayu Purwarianti +1Long-Horizon AgentsAgentic Benchmarks

  49. MM-Snowball: Evaluating and Mitigating Hallucination Snowballing in Multimodal Multi-Turn Dialogue

    May 30, 2026Yue Jiang, Xue Jiang, Lihua Zhang +6Large Language Model HallucinationMulti-Turn Conversations

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

    May 29, 2026Máté Gedeon, Piroska Zsófia Barta, Péter Mihajlik +1LibrispeechConversational Datasets

  51. SCOPE: Self-Play via Co-Evolving Policies for Open-Ended Tasks

    May 29, 2026Wai-Chung Kwan, Aryo Pradipta Gema, Joshua Ong Jun Leang +1Self-PlayOpen-Ended Responses

  52. Multi-Turn Multi-Agent Dialogue for Collaborative Reconstruction Improves VLM Performance on Spatial Reasoning, But Only Barely

    May 29, 2026Chalamalasetti Kranti, Sherzod Hakimov, David SchlangenSpatial ReasoningVision-Language

  53. TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens

    May 29, 2026Qingcheng Zhao, Yifang Pan, Karan SinghFacial AnimationTalk

  54. Comparing LLM-Based Conversational and Graphical Interfaces for Industrial Decision Tasks: An Exploratory Mixed-Methods Study

    May 29, 2026Roberto Figliè, Simone Caputo, Alan Serrano +2Conversational Artificial IntelligenceGraphical User Interface

  55. Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Term Memory

    May 29, 2026Han Zhang, Zihao Tang, Xin Yu +8Conversational BenchmarksLong-Term Conversational Memory

  56. EUDAIMONIA: Evaluating Undesirable Dynamics in AI

    May 28, 2026Jun Rui Huang, Wang Bill Zhu, Ziyi Liu +3Large Language Model EvaluationArtificial Intelligence Alignment

  57. 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 Data

  58. Formalizing Mathematics at Scale

    May 28, 2026Ahmad Rammal, Niket Patel, Fabian Gloeckle +5AutoformalizationFormalization

  59. Personalized Turn-Level User Conversation Satisfaction Benchmark

    May 28, 2026Zhefan Wang, Zhiqiang Guo, Weizhi Ma +3Conversational BenchmarksArtificial Intelligence Assistants

  60. Accommodation Goes Both Ways: Studying Linguistic Convergence Between Humans and Language Models

    May 28, 2026Terra BlevinsLinguisticsMulti-Turn Large Language Model Conversations