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. Propose, Verify, Commit: Evidence-Grounded Memory for Long-Horizon Multi-Actor Conversations

    Sep 20, 2026Zihao Lu, Zhihang Yuan, Lei ShiLong-Term Conversational MemoryConversational Benchmarks

  2. MTVA-Bench: Evaluating the Language Model Inside Cascaded Voice Agents

    Sep 17, 2026Pritish Mishra, Ishaan Kumar, Akshat Mandoli +1Voice AgentsConversational Benchmarks

  3. Geopolitical Divisions Across Languages in Large Language Models

    Sep 17, 2026Maxim ChupilkinGeopolitical SphereIdeology

  4. Evaluating Communicative Success in Machine-Translated Conversation

    Sep 17, 2026Faiz Ghifari Haznitrama, Alice OhTranslation QualityConversational Benchmarks

  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 +2Executable Robot BehaviorDialogue

  6. "If I Had to Buy Just ONE: Galaxy S26 Ultra": Auditing AI-Generated Product Recommendations

    Sep 16, 2026Lucas G. Uberti-Bona Marin, Thales Bertaglia, Giovanni Astante +5ChatbotsProducts

  7. DyMT-ESB: Dynamic Multi-Turn Evaluation of Social Bias in User-LLM Interactions

    Sep 16, 2026Rem Hida, Masahiro Kaneko, Daisuke Oba +2Large Language Model BiasMulti-Turn Interactions

  8. Re2A: Situated Conversational Recommendation via Rubric-based Preference Reasoning and Alignment

    Sep 16, 2026Dongding Lin, Jian Wang, Xiaoyan Zhao +1RecommendationConversational Artificial Intelligence

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

    Sep 16, 2026Nan Li, Albert Gatt, Massimo PoesioGazeVisual Grounding

  10. When to Call an LLM: A Confidence-Gated Hybrid for Cost-Effective Emotion Recognition in Conversational AI

    Sep 16, 2026Sai Babu Udayagiri, Arjun Chouhan, Ravisekhar Kanagala +1Conversational Artificial IntelligenceEmotion Recognition

  11. ThinkFlow: Self-Evolving Probabilistic Latent Memory for Lifelong Conversational Agents

    Sep 15, 2026Cai Ke, Xin Liu, Han Zhang +6Conversational BenchmarksCognitive Science

  12. Benchmarking Factual Robustness of LLMs via Multi-conversation Persuasion

    Sep 15, 2026Zhuoang CaiLanguage Model Evasion AttacksPersuasion

  13. Japanese Stroke LLM Evaluation: A Conversational Benchmark for Safe Stroke Care in Japanese Using Large Language Models

    Sep 15, 2026Keisuke Masuda, Kazutaka Yatsushiro, Hirohumi Iwamoto +2Large Language Model EvaluationStroke

  14. LSREP: A Longitudinal State-Replay Protocol for Evaluating Conversational Memory, with ICE v2 as an Audited Local-First Architecture

    Sep 15, 2026Deepesh SonarLong-Term Conversational MemoryConversational Benchmarks

  15. little m: An AI Agent for Industrial Process Optimization

    Sep 15, 2026Yongchao Ye, Xinyu He, Dutliff Boshoff +2Chemical Process SystemsBusiness Processes

  16. Mind2Dialogue: Training Human-Aware Language Models by Simulating User Mental States

    Sep 14, 2026Zixuan Wang, Yufan Zhou, Jinzhou Tang +16Conversational Artificial IntelligenceText Corpora

  17. 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 +3EmpathyParticular Emotion-Aware Response

  18. Personalizing Personal Health Interfaces: Co-Design with Generative AI

    Sep 14, 2026Karthik S. Bhat, Vidhi Shah, Vedika Agnihotri +2Interaction DesignCo-Design

  19. Not All Speech Is Intent: Adaptive Self-Correcting Inference Layer for Post-ASR False Wake-Up

    Sep 14, 2026Preeti Saraswat, Divya Neelagiri, Anil YadavAutomatic Speech Recognition SystemsIterative Self-Correction

  20. GLARE: Generative Learning via Adversarial Reward Estimation For Social Dynamics Forecasting

    Sep 14, 2026Tenghao Huang, Zhaoxuan Tan, Muhao Chen +5SessionsConversational Benchmarks

  21. SteerDuplex: Steerable Duplex Speech Dialogue Models

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

  22. CueMem: Cue-Guided Context Reconstruction for Long-Term Conversational Memory

    Sep 14, 2026Changjian Wang, Rongzhen Li, Weili Guan +3Long-Term Conversational MemoryConversational Benchmarks

  23. 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

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

    Sep 14, 2026Qingxiang Guo, Wenke Fan, Shuofeng Zhao +9Conversational DatasetsFull-Duplex Speech Models

  25. Pull: Lazy Materialization of Working Memory for Stateful LLM Conversations

    Sep 13, 2026Jiangang ChenMulti-Turn Large Language Model ConversationsWorking Memory

  26. Enabling Knowledge Graph Understanding at Scale with the EXplore Your Graphs ENgine (EXYGEN)

    Sep 12, 2026Harshdeep Singh, Yurui Zhu, Giovanni Colavizza +1Knowledge GraphsSparql

  27. SWRouter: Similarity-Contractive Window Routing for Multi-Turn Large Language Model Conversations

    Sep 12, 2026Yu Wang, Yuchen Li, Rui Kong +11Large Language Model RoutingConversational Benchmarks

  28. Less can be More: What Aspects of Speech Drive End-of-Turn Detection

    Sep 12, 2026Rini Sharon, Manickavela A, Kadri Hacioglu +1Turn-TakingProsodic Features

  29. An AI-Powered Culturally Aware Chatbot for Stress Detection and Wellness Support among Pakistani University Students Using NLP and Machine Learning

    Sep 12, 2026Muhammad Fahad Bashir, Muhammad AfzalMental HealthTrier Social Stress Test

  30. PRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations

    Sep 10, 2026Hyojeong Yu, Hyukhun Koh, Minsung Kim +2Long-Term Conversational MemoryConversational Benchmarks

  31. Rosetta at AlexandriaX-2026: LoRA-Adapted NileChat for Context-Aware Dialectal Arabic Dialogue Translation

    Sep 9, 2026Nada Esmaeil, Fathima Rena, Sibi Subhash +4Arabic Natural Language ProcessingDialects

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

    Sep 9, 2026Rishabh Jain, Aristeidis Papadopoulos, Zhaofeng Lin +1Conversational DatasetsConversational Benchmarks

  33. S^3-Bench: Evaluating Speech Interaction Models as Scientific Voice Assistants

    Sep 9, 2026Heyang Liu, Jiayi Huang, Wenyang Xiao +8Voice AgentsMulti-Turn Interactions

  34. SocialRL: Refining LLMs' Social Intelligence through Multi-turn Reinforcement Learning and Reward Design

    Sep 9, 2026Jianing Wang, Xintao Wang, Aili Chen +7Multi-Turn InteractionsConversational Benchmarks

  35. What Eviction Destroys: A Restore-Counterfactual Audit of Forgetting in Agent Memory

    Sep 8, 2026Chen ShenEvictionAgent Memory

  36. A Tool-Augmented, GPT-4 Chatbot for Real-Time Repository Data Analysis

    Sep 7, 2026Muhammad Jawad Chowdhury, Md. Sakib KhanChatbotsOpenai

  37. An Auditable Symbolic-RAG-Generative AI Architecture for Goal-Oriented Conversation Orchestration

    Sep 7, 2026Ramon Gonzalez, Antonio DiazConversational Artificial IntelligenceHievi-Rag

  38. How a Chatbot's Response Style Shapes a Classroom: A Multi-Agent Simulation of Students Consulting AI

    Sep 4, 2026Rin Tamai, Yuya DanChatbotsClassrooms

  39. Rethinking On-Policy Distillation of Large Language Models II: One Training Example

    Sep 3, 2026Zixuan Fu, Bingxiang He, Yuxin Zuo +10On-Policy DistillationModel Training

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

    Sep 3, 2026Chen Li, Dimitrios ChrysostomouConversational DatasetsRobotic Datasets

  41. RuleMem: Active Rule Memory for Long-Term Conversational Agents

    Sep 3, 2026Xingyuan Zeng, Zuohan Wu, Quanming Yao +5Long-Term Conversational MemoryConversational Benchmarks

  42. LongCounsel-8: A Benchmark Suite for Longitudinal Depression Tracking from Multi-Session Counseling Dialogues

    Sep 3, 2026Jiayi Li, Zhaomin Wu, Bingsheng HeDepression DetectionDepression

  43. When Users Don't Ask: Benchmarking Context-Driven Memory Retrieval in Conversational Agents

    Sep 3, 2026Wen-Yu Chang, Yun-Nung ChenLong-Term Conversational MemoryConversational Benchmarks

  44. Caught in the Story: Narrative Captivity in Multi-turn LLMs Conversation

    Sep 3, 2026Yuhe Wu, Guangyu Wang, Yujie Chen +7Multi-Turn Large Language Model ConversationsMoral Reasoning

  45. 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

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

    Sep 2, 2026Yikai Zhao, Saurabh Pandey, Pradeep Kumar MisraLarge Language Model EvaluationModular Agentic Framework

  47. Cite or Decline: A Strict Course-Grounded Chatbot for STEM Lecture Videos

    Sep 1, 2026S M Masrur Ahmed, Jaspal SubhlokVideo Question AnsweringCitations

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

    Sep 1, 2026Chunggi Lee, Hanspeter PfisterDialogueAdjudication

  49. From Production Traffic to Post-Training: Building a Self-Hosted LLM That Covers the Corporate Request Mix

    Sep 1, 2026Olga Tsymboi, Dmitrii Stoianov, Ramil Latypov +11Large Language Model ServingLLM Post-Training Methods

  50. FinLifeBench: Exhaustive Life-Event History and Financial-State Reconstruction from Longitudinal Banking Dialogue

    Sep 1, 2026Hangyeul Lee, Juyoung Oh, Jaeyong Ko +5Finance DomainConversational Benchmarks

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

    Sep 1, 2026Rohan Kirti, Akash Ghosh, Aryan Vats +5PersuasionInsurance

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

    Sep 1, 2026Huimin Wang, Zhengyi Zhao, Yutian ZhaoClinical ReasoningMimic-Iv Datasets

  53. TEIDAN: A Multilingual Multiparty Dialogue Corpus

    Sep 1, 2026Taiga Mori, Koji Inoue, Mikey Elmers +2Conversational DatasetsMultilingual Data

  54. ChatDev 2.0: A No-Code Multi-Agent Platform for Developing Everything

    Sep 1, 2026Yufan Dang, Shu Yao, Bowen Lai +6Multi-Agent SystemsChatbots

  55. Towards Effective Structured Context Modeling for Conversational Recommender Systems via Dual-node Monte Carlo Tree Search

    Sep 1, 2026Jincheng Zhang, Chen Huang, Wenqiang Lei +2Recommender SystemsModel Preference

  56. RecalibrateGPT: AI Fatigue Resilient Conversational Interfaces

    Sep 1, 2026Nikhil WaniCognitive LoadConversational Artificial Intelligence

  57. Conversation Coach: A Voice-enabled AI System that Helps Practice Difficult Workplace Conversations

    Aug 31, 2026Fanyou Wu, Suraj Maharjan, Ainur Yessenalina +3Voice AgentsChatbots

  58. SAGE: State-Grounded, Abstention-Aware Evaluation of Task-Oriented Dialogue Agents

    Aug 31, 2026Rayan Khoury, Shih-Yao Lin, Pratyush MishraConversational Artificial IntelligenceLarge Language Model Judges

  59. AI Should Not Only Be Helpful. It Should Be Contingent. Artificial Intimacy, Sycophancy, and the Future of Social Learning

    Aug 31, 2026Scott Compton, Arjun NagendranHuman-Ai InteractionArtificial Intelligence Systems

  60. Augmenting Interviewer Judgments of Patient Experience with Automatic Language Analysis

    Aug 31, 2026Aowen Shi, Michal Balazia, Danilo Postin +4InterviewsPsychiatric Reasoning