---
title: "SIGDIAL 2025 — all accepted papers — the most cited first"
description: "All 59 papers of SIGDIAL 2025, the most cited first; those with our summary link to it. Among them: TD-EVAL: Revisiting Task-Oriented…"
canonical: "https://research.elamur.ai/free/en/venues/sigdial/2025/papers/"
---
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# SIGDIAL 2025: all accepted papers

59 papers · the most cited first · [← SIGDIAL 2025](https://md.research.elamur.ai/free/en/venues/sigdial/2025/)

1. **[TD-EVAL: Revisiting Task-Oriented Dialogue Evaluation by Combining Turn-Level Precision with Dialogue-Level Comparisons ↗](https://aclanthology.org/2025.sigdial-1.7/)**Emre Can Acikgoz, Carl Guo, Suvodip Dey et al.*2 citations*
2. **[Exploring the Design of Multi-Agent LLM Dialogues for Research Ideation ↗](https://aclanthology.org/2025.sigdial-1.26/)**Keisuke Ueda, Wataru Hirota, Takuto Asakura et al.*1 citation*
3. **[Language Style Matching in Large Language Models ↗](https://aclanthology.org/2025.sigdial-1.50/)**Noé Durandard, Saurabh Dhawan, Thierry Poibeau*1 citation*
4. **[Spec-TOD: A Specialized Instruction-Tuned LLM Framework for Efficient Task-Oriented Dialogue Systems ↗](https://aclanthology.org/2025.sigdial-1.8/)**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 ↗](https://aclanthology.org/2025.sigdial-1.5/)**Chalamalasetti Kranti, Sherzod Hakimov, David Schlangen*1 citation*
6. **[A Multi-Layered Annotation Protocol for Polyadic Conversation: Structuring Interactional Data in the GaMMA Corpus ↗](https://aclanthology.org/2025.sigdial-1.19/)**Mark Dourado, Frej Spangsberg Lorenzen, Jesper Udesen et al.
7. **[A Multi-Task and Multi-Label Classification Model for Implicit Discourse Relation Recognition ↗](https://aclanthology.org/2025.sigdial-1.18/)**Nelson Filipe Costa, Leila Kosseim
8. **[A Topicality-Driven QUD Model for Discourse Processing](https://md.research.elamur.ai/free/en/papers/fu-2025-topicality-driven-qud-model-discourse/)**Yingxue Fu, Mark-Jan Nederhof, Anais Ollagnier*our summary*
9. **[Analyzing Dialogue System Behavior in a Specific Situation Requiring Interpersonal Consideration ↗](https://aclanthology.org/2025.sigdial-1.12/)**Tetsuro Takahashi, Hirofumi Kikuchi, Jie Yang et al.
10. **[Beyond Simple Personas: Evaluating LLMs and Relevance Models for Character-Consistent Dialogue ↗](https://aclanthology.org/2025.sigdial-1.31/)**Debaditya Pal, David Traum
11. **[Building Open-Retrieval Conversational Question Answering Systems by Generating Synthetic Data and Decontextualizing User Questions ↗](https://aclanthology.org/2025.sigdial-1.52/)**Christos Vlachos, Nikolaos Stylianou, Alexandra Fiotaki et al.
12. **[ClickAgent: Enhancing UI Location Capabilities of Autonomous Agents ↗](https://aclanthology.org/2025.sigdial-1.38/)**Jakub Hoscilowicz, Artur Janicki
13. **[Collaborative Problem-Solving in an Optimization Game ↗](https://aclanthology.org/2025.sigdial-1.58/)**Isidora Jeknić, Alex Duchnowski, Alexander Koller
14. **[DIMSUM: Discourse in Mathematical Reasoning as a Supervision Module ↗](https://aclanthology.org/2025.sigdial-1.24/)**Krish Sharma, Niyar R Barman, Akshay Chaturvedi et al.
15. **[DiaTool-DPO: Multi-Turn Direct Preference Optimization for Tool-Augmented Large Language Models ↗](https://aclanthology.org/2025.sigdial-1.32/)**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 ↗](https://aclanthology.org/2025.sigdial-1.44/)**Kevin Bowden, Marilyn Walker
17. **[Distilling Empathy from Large Language Models ↗](https://aclanthology.org/2025.sigdial-1.28/)**Henry J. Xie, Jinghan Zhang, Xinhao Zhang et al.
18. **[DocCHA: Towards LLM-Augmented Interactive Online diagnosis System ↗](https://aclanthology.org/2025.sigdial-1.49/)**Xinyi Liu, Dachun Sun, Yi Fung et al.
19. **[DocTalk: Scalable Graph-based Dialogue Synthesis for Enhancing LLM Conversational Capabilities ↗](https://aclanthology.org/2025.sigdial-1.53/)**Jing Yang Lee, Hamed Bonab, Nasser Zalmout et al.
20. **[EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-Tuning ↗](https://aclanthology.org/2025.sigdial-1.33/)**Lingxiao Kong, Cong Yang, Susanne Neufang et al.
21. **[Early Humorous Interaction: Towards a Formal Model ↗](https://aclanthology.org/2025.sigdial-1.20/)**Yingqin Hu, Jonathan Ginzburg, Catherine Pelachaud
22. **[EmoNews: A Spoken Dialogue System for Expressive News Conversations ↗](https://aclanthology.org/2025.sigdial-1.27/)**Ryuki Matsuura, Shikhar Bharadwaj, Jiarui Liu et al.
23. **[Evaluating Large Language Models for Enhancing Live Chat Therapy: A Comparative Study with Psychotherapists ↗](https://aclanthology.org/2025.sigdial-1.59/)**Neha Pravin Deshpande, Stefan Hillmann, Sebastian Möller
24. **[Evaluating Spoken Language Features in Conversational Models: The Case of Disfluencies and Feedbacks ↗](https://aclanthology.org/2025.sigdial-1.23/)**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 ↗](https://aclanthology.org/2025.sigdial-1.37/)**Ao Guo, Shota Mochizuki, Sanae Yamashita et al.
26. **[Exploring the Limits of Model Compression in LLMs: A Knowledge Distillation Study on QA Tasks ↗](https://aclanthology.org/2025.sigdial-1.39/)**Joyeeta Datta, Niclas Doll, Qusai Ramadan et al.
27. **[Generating Diverse Personas for User Simulators to Test Interview Dialogue Systems ↗](https://aclanthology.org/2025.sigdial-1.54/)**Mikio Nakano, Kazunori Komatani, Hironori Takeuchi
28. **[How Stylistic Similarity Shapes Preferences in Dialogue Dataset with User and Third Party Evaluations ↗](https://aclanthology.org/2025.sigdial-1.15/)**Ikumi Numaya, Shoji Moriya, Shiki Sato et al.
29. **[Human Capital Visualization using Speech Amount during Meetings ↗](https://aclanthology.org/2025.sigdial-1.35/)**Ekai Hashimoto, Kohei Nagira, Takeshi Mizumoto et al.
30. **[Identification and Analysis of Identity-Centric Elements of Character-Likeness in Game Scenario ↗](https://aclanthology.org/2025.sigdial-1.22/)**Shinji Iwata, Koya Ihara, Shiki Sato et al.
31. **[Improving LLMs' Learning of Coreference Resolution ↗](https://aclanthology.org/2025.sigdial-1.25/)**Yujian Gan, Yuan Liang, Yanni Lin et al.
32. **[Integrating Physiological, Speech, and Textual Information Toward Real-Time Recognition of Emotional Valence in Dialogue ↗](https://aclanthology.org/2025.sigdial-1.47/)**Jingjing Jiang, Ao Guo, Ryuichiro Higashinaka
33. **[Intent Recognition and Out-of-Scope Detection using LLMs in Multi-party Conversations ↗](https://aclanthology.org/2025.sigdial-1.41/)**Galo Castillo-López, Gael de Chalendar, Nasredine Semmar
34. **[Investigating Co-Constructive Behavior of Large Language Models in Explanation Dialogues ↗](https://aclanthology.org/2025.sigdial-1.1/)**Leandra Fichtel, Maximilian Spliethöver, Eyke Hüllermeier et al.
35. **[Key Challenges in Multimodal Task-Oriented Dialogue Systems: Insights from a Large Competition-Based Dataset ↗](https://aclanthology.org/2025.sigdial-1.36/)**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 ↗](https://aclanthology.org/2025.sigdial-1.16/)**Noé Durandard, Saurabh Dhawan, Thierry Poibeau
37. **[Learning to Ask Efficiently in Dialogue: Reinforcement Learning Extensions for Stream-based Active Learning ↗](https://aclanthology.org/2025.sigdial-1.34/)**Issei Waki, Ryu Takeda, Kazunori Komatani
38. **[Learning to Speak Like a Child: Reinforcing and Evaluating a Child-level Generative Language Model ↗](https://aclanthology.org/2025.sigdial-1.30/)**Enoch Levandovsky, Anna Manaseryan, Casey Kennington
39. **[Modeling Turn-Taking Speed and Speaker Characteristics ↗](https://aclanthology.org/2025.sigdial-1.2/)**Kazuyo Onishi, Hien Ohnaka, Koichiro Yoshino
40. **[Multi-Lingual Implicit Discourse Relation Recognition with Multi-Label Hierarchical Learning ↗](https://aclanthology.org/2025.sigdial-1.4/)**Nelson Filipe Costa, Leila Kosseim
41. **[Multi-step or Direct: A Proactive Home-Assistant System Based on Commonsense Reasoning ↗](https://aclanthology.org/2025.sigdial-1.45/)**Konosuke Yamasaki, Shohei Tanaka, Akishige Yuguchi et al.
42. **[On Speakers' Identities, Autism Self-Disclosures and LLM-Powered Robots ↗](https://aclanthology.org/2025.sigdial-1.40/)**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 ↗](https://aclanthology.org/2025.sigdial-1.55/)**Ahmed Njifenjou, Virgile Sucal, Bassam Jabaian et al.
44. **[Prompt-Guided Turn-Taking Prediction ↗](https://aclanthology.org/2025.sigdial-1.9/)**Koji Inoue, Mikey Elmers, Yahui Fu et al.
45. **[Prompt-based Language Generation for Complex Conversational Coaching Tasks across Languages ↗](https://aclanthology.org/2025.sigdial-1.48/)**Alain Vazquez Risco, Maria Ines Torres
46. **[PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback ↗](https://aclanthology.org/2025.sigdial-1.6/)**Alexandru Coca, Bo-Hsiang Tseng, Peter Boothroyd et al.
47. **[RaPSIL: A Preference-Guided Interview Agent for Rapport-Aware Self-Disclosure ↗](https://aclanthology.org/2025.sigdial-1.29/)**Kenta Hama, Atsushi Otsuka, Masahiro Mizukami et al.
48. **[Retrieving Relevant Knowledge Subgraphs for Task-Oriented Dialogue ↗](https://aclanthology.org/2025.sigdial-1.42/)**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 ↗](https://aclanthology.org/2025.sigdial-1.46/)**Lubos Marcinek, Bahar Irfan, Gabriel Skantze et al.
50. **[Segmenting a Large French Meeting Corpus into Elementary Discourse Units ↗](https://aclanthology.org/2025.sigdial-1.14/)**Laurent Prévot, Roxane Bertrand, Julie Hunter
51. **[Speech-Integrated Modeling for Behavioral Coding in Counseling ↗](https://aclanthology.org/2025.sigdial-1.10/)**Do June Min, Verónica Pérez-Rosas, Kenneth Resnicow et al.
52. **[Synthetic Data Augmentation for Cross-domain Implicit Discourse Relation Recognition ↗](https://aclanthology.org/2025.sigdial-1.13/)**Frances Yung, Varsha Suresh, Zaynab Reza et al.
53. **[Task Proficiency-Aware Dialogue Analysis in a Real-Time Cooking Game Environment ↗](https://aclanthology.org/2025.sigdial-1.57/)**Kaito Nakae, Michimasa Inaba
54. **[Towards conversational assistants for health applications: using ChatGPT to generate conversations about heart failure ↗](https://aclanthology.org/2025.sigdial-1.43/)**Anuja Tayal, Devika Salunke, Barbara Di Eugenio et al.
55. **[Transition Relevance Point Detection for Spoken Dialogue Systems with Self-Attention Transformer ↗](https://aclanthology.org/2025.sigdial-1.21/)**Kouki Miyazawa, Yoshinao Sato
56. **[Using LLMs to Grade Clinical Reasoning for Medical Students in Virtual Patient Dialogues ↗](https://aclanthology.org/2025.sigdial-1.56/)**Jonathan Schiött, William Ivegren, Alexander Borg et al.
57. **[When a Dialog becomes a Monologue: A debate on custom-made literature with generative AI ↗](https://aclanthology.org/2025.sigdial-1.11/)**Maja Tabea Jerrentrup, Martin F. Villalba
58. **[Zero-Shot Evaluation of Conversational Language Competence in Data-Efficient LLMs Across English, Mandarin, and French ↗](https://aclanthology.org/2025.sigdial-1.3/)**Sheng-Fu Wang, Ri-Sheng Huang, Shu-Kai Hsieh et al.
59. **[rrSDS 2.0: Incremental, Modular, Distributed, Multimodal Spoken Dialogue with Robotic Platforms ↗](https://aclanthology.org/2025.sigdial-1.51/)**Anna Manaseryan, Porter Rigby, Brooke Matthews et al.
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