📰 SIGDIAL 2025: all accepted papers

59 papers · the most cited first · ← SIGDIAL 2025

1. TD-EVAL: Revisiting Task-Oriented Dialogue Evaluation by Combining Turn-Level Precision with Dialogue-Level Comparisons ↗Emre Can Acikgoz, Carl Guo, Suvodip Dey et al.2 citations
2. Exploring the Design of Multi-Agent LLM Dialogues for Research Ideation ↗Keisuke Ueda, Wataru Hirota, Takuto Asakura et al.1 citation
3. Language Style Matching in Large Language Models ↗Noé Durandard, Saurabh Dhawan, Thierry Poibeau1 citation
4. Spec-TOD: A Specialized Instruction-Tuned LLM Framework for Efficient Task-Oriented Dialogue Systems ↗Vinh Quang Nguyen, Nguyen Quang Chieu, Hoang Viet Pham et al.1 citation
5. clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations ↗Chalamalasetti Kranti, Sherzod Hakimov, David Schlangen1 citation
6. A Multi-Layered Annotation Protocol for Polyadic Conversation: Structuring Interactional Data in the GaMMA Corpus ↗Mark Dourado, Frej Spangsberg Lorenzen, Jesper Udesen et al.
7. A Multi-Task and Multi-Label Classification Model for Implicit Discourse Relation Recognition ↗Nelson Filipe Costa, Leila Kosseim
8. A Topicality-Driven QUD Model for Discourse ProcessingYingxue Fu, Mark-Jan Nederhof, Anais Ollagnierour summary
9. Analyzing Dialogue System Behavior in a Specific Situation Requiring Interpersonal Consideration ↗Tetsuro Takahashi, Hirofumi Kikuchi, Jie Yang et al.
10. Beyond Simple Personas: Evaluating LLMs and Relevance Models for Character-Consistent Dialogue ↗Debaditya Pal, David Traum
11. Building Open-Retrieval Conversational Question Answering Systems by Generating Synthetic Data and Decontextualizing User Questions ↗Christos Vlachos, Nikolaos Stylianou, Alexandra Fiotaki et al.
12. ClickAgent: Enhancing UI Location Capabilities of Autonomous Agents ↗Jakub Hoscilowicz, Artur Janicki
13. Collaborative Problem-Solving in an Optimization Game ↗Isidora Jeknić, Alex Duchnowski, Alexander Koller
14. DIMSUM: Discourse in Mathematical Reasoning as a Supervision Module ↗Krish Sharma, Niyar R Barman, Akshay Chaturvedi et al.
15. DiaTool-DPO: Multi-Turn Direct Preference Optimization for Tool-Augmented Large Language Models ↗Sunghee Jung, Donghun Lee, Shinbok Lee et al.
16. Dialogue Scaffolding: Producing a Realistic Corpus of Human-Computer Open-Domain Dialogues Using a Spoken Dialogue System and ChatGPT ↗Kevin Bowden, Marilyn Walker
17. Distilling Empathy from Large Language Models ↗Henry J. Xie, Jinghan Zhang, Xinhao Zhang et al.
18. DocCHA: Towards LLM-Augmented Interactive Online diagnosis System ↗Xinyi Liu, Dachun Sun, Yi Fung et al.
19. DocTalk: Scalable Graph-based Dialogue Synthesis for Enhancing LLM Conversational Capabilities ↗Jing Yang Lee, Hamed Bonab, Nasser Zalmout et al.
20. EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-Tuning ↗Lingxiao Kong, Cong Yang, Susanne Neufang et al.
21. Early Humorous Interaction: Towards a Formal Model ↗Yingqin Hu, Jonathan Ginzburg, Catherine Pelachaud
22. EmoNews: A Spoken Dialogue System for Expressive News Conversations ↗Ryuki Matsuura, Shikhar Bharadwaj, Jiarui Liu et al.
23. Evaluating Large Language Models for Enhancing Live Chat Therapy: A Comparative Study with Psychotherapists ↗Neha Pravin Deshpande, Stefan Hillmann, Sebastian Möller
24. Evaluating Spoken Language Features in Conversational Models: The Case of Disfluencies and Feedbacks ↗Oussama Silem, Maïwenn Fleig, Philippe Blache et al.
25. Exploring Factors Influencing Hospitality in Mobile Robot Guidance: A Wizard-of-Oz Study with a Teleoperated Humanoid Robot ↗Ao Guo, Shota Mochizuki, Sanae Yamashita et al.
26. Exploring the Limits of Model Compression in LLMs: A Knowledge Distillation Study on QA Tasks ↗Joyeeta Datta, Niclas Doll, Qusai Ramadan et al.
27. Generating Diverse Personas for User Simulators to Test Interview Dialogue Systems ↗Mikio Nakano, Kazunori Komatani, Hironori Takeuchi
28. How Stylistic Similarity Shapes Preferences in Dialogue Dataset with User and Third Party Evaluations ↗Ikumi Numaya, Shoji Moriya, Shiki Sato et al.
29. Human Capital Visualization using Speech Amount during Meetings ↗Ekai Hashimoto, Kohei Nagira, Takeshi Mizumoto et al.
30. Identification and Analysis of Identity-Centric Elements of Character-Likeness in Game Scenario ↗Shinji Iwata, Koya Ihara, Shiki Sato et al.
31. Improving LLMs' Learning of Coreference Resolution ↗Yujian Gan, Yuan Liang, Yanni Lin et al.
32. Integrating Physiological, Speech, and Textual Information Toward Real-Time Recognition of Emotional Valence in Dialogue ↗Jingjing Jiang, Ao Guo, Ryuichiro Higashinaka
33. Intent Recognition and Out-of-Scope Detection using LLMs in Multi-party Conversations ↗Galo Castillo-López, Gael de Chalendar, Nasredine Semmar
34. Investigating Co-Constructive Behavior of Large Language Models in Explanation Dialogues ↗Leandra Fichtel, Maximilian Spliethöver, Eyke Hüllermeier et al.
35. Key Challenges in Multimodal Task-Oriented Dialogue Systems: Insights from a Large Competition-Based Dataset ↗Shiki Sato, Shinji Iwata, Asahi Hentona et al.
36. LLMs stick to the point, humans to style: Semantic and Stylistic Alignment in Human and LLM Communication ↗Noé Durandard, Saurabh Dhawan, Thierry Poibeau
37. Learning to Ask Efficiently in Dialogue: Reinforcement Learning Extensions for Stream-based Active Learning ↗Issei Waki, Ryu Takeda, Kazunori Komatani
38. Learning to Speak Like a Child: Reinforcing and Evaluating a Child-level Generative Language Model ↗Enoch Levandovsky, Anna Manaseryan, Casey Kennington
39. Modeling Turn-Taking Speed and Speaker Characteristics ↗Kazuyo Onishi, Hien Ohnaka, Koichiro Yoshino
40. Multi-Lingual Implicit Discourse Relation Recognition with Multi-Label Hierarchical Learning ↗Nelson Filipe Costa, Leila Kosseim
41. Multi-step or Direct: A Proactive Home-Assistant System Based on Commonsense Reasoning ↗Konosuke Yamasaki, Shohei Tanaka, Akishige Yuguchi et al.
42. On Speakers' Identities, Autism Self-Disclosures and LLM-Powered Robots ↗Sviatlana Hoehn, Fred Philippy, Elisabeth Andre
43. Open-Source Large Language Models as Multilingual Crowdworkers: Synthesizing Open-Domain Dialogues in Several Languages With No Examples in Targets and No Machine Translation ↗Ahmed Njifenjou, Virgile Sucal, Bassam Jabaian et al.
44. Prompt-Guided Turn-Taking Prediction ↗Koji Inoue, Mikey Elmers, Yahui Fu et al.
45. Prompt-based Language Generation for Complex Conversational Coaching Tasks across Languages ↗Alain Vazquez Risco, Maria Ines Torres
46. PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback ↗Alexandru Coca, Bo-Hsiang Tseng, Peter Boothroyd et al.
47. RaPSIL: A Preference-Guided Interview Agent for Rapport-Aware Self-Disclosure ↗Kenta Hama, Atsushi Otsuka, Masahiro Mizukami et al.
48. Retrieving Relevant Knowledge Subgraphs for Task-Oriented Dialogue ↗Nicholas Thomas Walker, Pierre Lison, Laetitia Hilgendorf et al.
49. Role of Reasoning in LLM Enjoyment Detection: Evaluation Across Conversational Levels for Human-Robot Interaction ↗Lubos Marcinek, Bahar Irfan, Gabriel Skantze et al.
50. Segmenting a Large French Meeting Corpus into Elementary Discourse Units ↗Laurent Prévot, Roxane Bertrand, Julie Hunter
51. Speech-Integrated Modeling for Behavioral Coding in Counseling ↗Do June Min, Verónica Pérez-Rosas, Kenneth Resnicow et al.
52. Synthetic Data Augmentation for Cross-domain Implicit Discourse Relation Recognition ↗Frances Yung, Varsha Suresh, Zaynab Reza et al.
53. Task Proficiency-Aware Dialogue Analysis in a Real-Time Cooking Game Environment ↗Kaito Nakae, Michimasa Inaba
54. Towards conversational assistants for health applications: using ChatGPT to generate conversations about heart failure ↗Anuja Tayal, Devika Salunke, Barbara Di Eugenio et al.
55. Transition Relevance Point Detection for Spoken Dialogue Systems with Self-Attention Transformer ↗Kouki Miyazawa, Yoshinao Sato
56. Using LLMs to Grade Clinical Reasoning for Medical Students in Virtual Patient Dialogues ↗Jonathan Schiött, William Ivegren, Alexander Borg et al.
57. When a Dialog becomes a Monologue: A debate on custom-made literature with generative AI ↗Maja Tabea Jerrentrup, Martin F. Villalba
58. Zero-Shot Evaluation of Conversational Language Competence in Data-Efficient LLMs Across English, Mandarin, and French ↗Sheng-Fu Wang, Ri-Sheng Huang, Shu-Kai Hsieh et al.
59. rrSDS 2.0: Incremental, Modular, Distributed, Multimodal Spoken Dialogue with Robotic Platforms ↗Anna Manaseryan, Porter Rigby, Brooke Matthews et al.

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