| 1 | Translation as a Decision Space: A Multi-Agent Perspective on Low-Resource Dialect Generation | Hasan Alkhder, Mohammad Abboush, Igor Tchappi +2 | cs.CL | 2026-09-03 |
| 2 | IRWOZ 2.0: A Large Language Model-driven Dialogue Dataset for Industrial Robot Conversations | Chen Li, Dimitrios Chrysostomou | cs.AI | 2026-09-03 |
| 3 | Alignment-Free Text-Audiobox for Voice Dubbing and Full-Duplex Dialogue Synthesis | Sanyuan Chen, Min-Jae Hwang, Sho Inoue +12 | cs.CL | 2026-09-03 |
| #4 | RuleMem: Active Rule Memory for Long-Term Conversational Agents | Xingyuan Zeng, Zuohan Wu, Quanming Yao +5 | cs.CL | 2026-09-03 |
| #5 | A Reverse Sign Language Dictionary: Open-Vocabulary Sign Recognition from Continuous Signing via Video Captioning and Description Retrieval | Santiago Poveda-Gutiérrez, Hideki Nakayama, Mayumi Bono | cs.CV | 2026-09-03 |
| #6 | Proactive Service Agents: A Unified Decision Framework, Methods, and Evaluation | Yan Tang, Tingyu Cao, Yuanbo Tang +2 | cs.AI | 2026-09-03 |
| #7 | LongCounsel-8: A Benchmark Suite for Longitudinal Depression Tracking from Multi-Session Counseling Dialogues | Jiayi Li, Zhaomin Wu, Bingsheng He | cs.LG | 2026-09-03 |
| #8 | FPCO-Dialog: A Multi-Turn False-Premise Benchmark for Correction and Cooperation in Vision-Language Models | Jiayuan Ma, Yuqi Lu, Weiyang Guo +5 | cs.CL | 2026-09-03 |
| #9 | Decoupling Turn-Taking from Semantics: A Decoupled Data Approach for Finite-State-Machine-Based Full-Duplex Dialogue | Yihang Li, Chenhui Chu | cs.CL | 2026-09-03 |
| #10 | VoxReason: Listener-Free Evaluation of Source-Grounded Speech Planning Before Synthesis | Mengzhe Geng | cs.SD | 2026-09-02 |
| #11 | PragAlign: Feedback-Guided Pragmatic Alignment for Controlled Synthetic Dialogue Generation | Smitha Muthya Sudheendra, Jaideep Srivastava | cs.CL | 2026-09-02 |
| #12 | Before the Script, Set the Stage: How Worldview Simulation Amplifies Psychologically Grounded Persuasion in Multi-Turn Jailbreaking | Siyu Chen, Haoran Wang, Xiaojian Li +3 | cs.CL | 2026-09-02 |
| #13 | The Missing Temporal Link: Temporal Context Routing for Script-Driven Audio-Video Generation | Yichen Liu, Quanwei Zhang, Haozhe Wang +7 | cs.MM | 2026-09-02 |
| #14 | Towards a Foundational Ontology for Identifying and Resolving Contradictions in Dialogue-based Human-Robot Interactions | Maitreyee Tewari, Michele Persiani | cs.HC | 2026-09-02 |
| #15 | SCX Router: Streaming Zero-Shot Model Selection with a Decoder-KV Classifier and a Real-World Task Ontology | Ihor Stepanov, Aleksandr Smechov, Mykhailo Shtopko +2 | cs.AI | 2026-09-02 |
| #16 | EmoStance: Response-Side Affective-Orientation Control for Empathetic Response Generation via Emoji Weak Supervision | Ziyuan Jin, Yuxuan Ge, Zheng Tian | cs.AI | 2026-09-02 |
| #17 | A Tri-Agent Framework for Evaluating and Aligning Question Clarification Capabilities of Large Language Models | Yikai Zhao, Saurabh Pandey, Pradeep Kumar Misra | cs.CL | 2026-09-02 |
| #18 | AVERT: Audio-Verified Adjudication for Spoken Dialogue State Tracking | Chunggi Lee, Hanspeter Pfister | cs.CL | 2026-09-01 |
| #19 | TalkFa: A Unified Benchmark for Farsi Dialogue Generation and Understanding | Neda Jamshidi, Kamyar Zeinalipour, Fahimeh Akbari +3 | cs.CL | 2026-09-01 |
| #20 | From Visual Cues to Spoken Narration: Rethinking Audio Description | Akshita Gupta, Aditya Arora, Federico Tombari +2 | cs.CV | 2026-09-01 |
| #21 | From Production Traffic to Post-Training: Building a Self-Hosted LLM That Covers the Corporate Request Mix | Olga Tsymboi, Dmitrii Stoianov, Ramil Latypov +11 | cs.CL | 2026-09-01 |
| #22 | SDARE-Bench: Evaluating Large Language Models on Conversational Stigma Detection and Response in Dyadic and Group Dialogue | Stephanie Fong, Yiwen Jiang, Zimu Wang +12 | cs.CL | 2026-09-01 |
| #23 | Measuring the Behavioral Fidelity of Long-Horizon Human Activity Simulations | Yi Fei Cheng, Fan Yang, Iremsu Bas +3 | cs.AI | 2026-09-01 |
| #24 | FinLifeBench: Exhaustive Life-Event History and Financial-State Reconstruction from Longitudinal Banking Dialogue | Hangyeul Lee, Juyoung Oh, Jaeyong Ko +5 | cs.AI | 2026-09-01 |
| #25 | PersuaRL: Reinforcement Learning-Driven Multi-Expert Selection for Persuasive Dialogue Generation in Insurance | Rohan Kirti, Akash Ghosh, Aryan Vats +5 | cs.CL | 2026-09-01 |
| #26 | ClinTraceBench: Source-Verifiable Longitudinal Clinical Reasoning over EHR-Derived Dialogues | Huimin Wang, Zhengyi Zhao, Yutian Zhao | cs.CL | 2026-09-01 |
| #27 | VIBE-Bench: Evaluating Personalized Large Language Models When Profiles Don't Mean Preferences | Yiwen Jiang, Yang Deng, Stephanie Fong +9 | cs.AI | 2026-09-01 |
| #28 | TEIDAN: A Multilingual Multiparty Dialogue Corpus | Taiga Mori, Koji Inoue, Mikey Elmers +2 | cs.CL | 2026-09-01 |
| #29 | Investigating Assistant Bias in LLM User Simulators Using a Role Vector | Daeheon Jeong, Yoonjoo Lee, Eugene Choi +2 | cs.CL | 2026-09-01 |
| #30 | Same Request, Different Boundary: Evaluating Cybersecurity Assistance across Conversational Contexts | Rui Yang, Yang Hong, Yichao Xu +3 | cs.AI | 2026-09-01 |
| #31 | VoiceLongMemEval: Do Assistants Remember How You Sounded? | Ramit Pahwa, Parivesh Priye, Apoorva Beedu | cs.AI | 2026-09-01 |
| #32 | SAGE: State-Grounded, Abstention-Aware Evaluation of Task-Oriented Dialogue Agents | Rayan Khoury, Shih-Yao Lin, Pratyush Mishra | cs.AI | 2026-08-31 |
| #33 | CompanionSim: Synthetic Data for Evaluating Anthropomorphism in Human-AI Relationships | Jacy Reese Anthis, Mark Díaz, Renee Shelby | cs.CY | 2026-08-31 |
| #34 | Mind the Gap: Theory-of-Mind-Grounded Friction for Epistemic Alignment | Yifan Zhu, Kyeongmin Rim, James Pustejovsky | cs.CL | 2026-08-31 |
| #35 | Learning to Reason and Use Tools through Unsupervised Fine-Tuning in Task-Oriented Dialog Systems | Markel Ferro, Oier Lopez de Lacalle | cs.CL | 2026-08-31 |
| #36 | Read the Room, Read the Image: Understanding Indirect Speech Acts in Multimodal Visual Contexts | Jaehee Kim, Ji Hoon Chung, Seoyoon Park +5 | cs.CL | 2026-08-31 |
| #37 | TAKE 85: Testing Audiovisual filmmaKer's intEnt across 85 Hours of Film | Kaishuu Shinozaki-Conefrey, Olivier Pascaud, Robin Courant +3 | cs.CV | 2026-08-30 |
| #38 | Life Operators: a self-evolving framework for multiscale life modelling | Shuo Wang, Yike Guo | cs.CL | 2026-08-30 |
| #39 | ReTrace: Rejected-Trajectory Conditioning for Speculative Decoding | Luxi Lin, Zhanpeng Zeng, Shuang Peng +2 | cs.CL | 2026-08-30 |
| #40 | Evaluating the Capabilities of LLMs for Persuasive Dialogue | Jordan Robinson, Angus R. Williams, Katie Atkinson +1 | cs.CL | 2026-08-30 |
| #41 | SIC-Agents: Benchmarking and Building an Adaptive Simulator for Pediatric Serious Illness Communication Training | Zihan Wang, Anita Marie Slominska, Rennie Bimman +10 | cs.CL | 2026-08-30 |
| #42 | StageWell: A Process-Aligned Chinese Corpus for Positive-Psychology Support Dialogue | Yuxiong Wang, Ziwei Lin, Bo Wang +2 | cs.CL | 2026-08-29 |
| #43 | Benevolent Bias in Multi-Turn Human-Agent Dialogue | Qianqi Liu, Jin Huang, Fethiye Irmak Dogan +1 | cs.AI | 2026-08-29 |
| #44 | Chat-Edit-3D++: Interactive 3D and 4D Scene Editing via Large Language Models | Shuangkang Fang, Yufeng Wang, Yi-Hsuan Tsai +4 | cs.CV | 2026-08-29 |
| #45 | EmoLASP: Emotion Recognition with Language Models and Answer Set Programming | Thao Le, Michael Thielscher | cs.AI | 2026-08-29 |
| #46 | Leveraging Turn-taking Dynamics for Intent Recognition in Multi-party Conversations | Galo Castillo-López, Alexis Lombard, Gaël de Chalendar +1 | cs.CL | 2026-08-28 |
| #47 | SemKV: Semantic Mixed-Precision KV Cache Quantization Guided by the Quality Cliff for Long-Context LLM Inference | Daeha Lee, Do-Hyung Kim, Jae-Hong Kim | cs.LG | 2026-08-28 |
| #48 | Stranger, Fan, or Peer? A Systematic Study on the Role of Interlocutor in Persona-Based Dialogue Generation | Daniela Occhipinti, Malvina Nissim, Marco Guerini | cs.CL | 2026-08-28 |
| #49 | Acquire, Repair, Preserve: A Diagnosis-Guided Post-Training Recipe for Small-Model Dialogue Game Agents | Nan Li | cs.CL | 2026-08-28 |
| #50 | CultureConverse: A Multilingual Multi-turn Simulation Harness for Culturally Grounded Assistance in East and Southeast Asia | Bryan Chen Zhengyu Tan, Weihua Zheng, Thong T. Doan +30 | cs.CL | 2026-08-28 |