| 2025 | Using LLMs to Grade Clinical Reasoning for Medical Students in Virtual Patient Dialogues. | Jonathan Schitt, William Ivegren, Alexander Borg, Ioannis Parodis, Gabriel Skantze |
| 2025 | Key Challenges in Multimodal Task-Oriented Dialogue Systems: Insights from a Large Competition-Based Dataset. | Shiki Sato, Shinji Iwata, Asahi Hentona, Yuta Sasaki, Takato Yamazaki, Shoji Moriya, Masaya Ohagi, Hirofumi Kikuchi, Jie Yang, Zhiyang Qi, Takashi Kodama, Akinobu Lee, Masato Komuro, Hiroyuki Nishikawa, Ryosaku Makino, Takashi Minato, Kurima Sakai, Tomo Funayama, Kotaro Funakoshi, Mayumi Usami, Michimasa Inaba, Tetsuro Takahashi, Ryuichiro Higashinaka |
| 2025 | Prompt-based Language Generation for Complex Conversational Coaching Tasks across Languages. | Alain Vazquez Risco, Mara Ins Torres |
| 2025 | Segmenting a Large French Meeting Corpus into Elementary Discourse Units. | Laurent Prvot, Roxane Bertrand, Julie Hunter |
| 2025 | Beyond Simple Personas: Evaluating LLMs and Relevance Models for Character-Consistent Dialogue. | Debaditya Pal, David R. Traum |
| 2025 | Modeling Turn-Taking Speed and Speaker Characteristics. | Kazuyo Onishi, Hien Ohnaka, Koichiro Yoshino |
| 2025 | How Stylistic Similarity Shapes Preferences in Dialogue Dataset with User and Third Party Evaluations. | Ikumi Numaya, Shoji Moriya, Shiki Sato, Reina Akama, Jun Suzuki |
| 2025 | 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, Fabrice Lefvre |
| 2025 | Spec-TOD: A Specialized Instruction-Tuned LLM Framework for Efficient Task-Oriented Dialogue Systems. | Vinh Quang Nguyen, Nguyen Quang Chieu, Hoang Viet Pham, Khac-Hoai Nam Bui |
| 2025 | Generating Diverse Personas for User Simulators to Test Interview Dialogue Systems. | Mikio Nakano, Kazunori Komatani, Hironori Takeuchi |
| 2025 | Task Proficiency-Aware Dialogue Analysis in a Real-Time Cooking Game Environment. | Kaito Nakae, Michimasa Inaba |
| 2025 | Transition Relevance Point Detection for Spoken Dialogue Systems with Self-Attention Transformer. | Kouki Miyazawa, Yoshinao Sato |
| 2025 | Speech-Integrated Modeling for Behavioral Coding in Counseling. | Do June Min, Vernica Prez-Rosas, Kenneth Resnicow, Rada Mihalcea |
| 2025 | EmoNews: A Spoken Dialogue System for Expressive News Conversations. | Ryuki Matsuura, Shikhar Bharadwaj, Jiarui Liu, Dhatchinamoorthi Kunde Govindarajan |
| 2025 | Role of Reasoning in LLM Enjoyment Detection: Evaluation Across Conversational Levels for Human-Robot Interaction. | Lubos Marcinek, Bahar Irfan, Gabriel Skantze, Andr Pereira, Joakim Gustafson |
| 2025 | rrSDS 2.0: Incremental, Modular, Distributed, Multimodal Spoken Dialogue with Robotic Platforms. | Anna Manaseryan, Porter Rigby, Brooke Matthews, Catherine Henry, Josue Torres-Fonseca, Ryan Whetten, Enoch Levandovsky, Casey Kennington |
| 2025 | DocCHA: Towards LLM-Augmented Interactive Online diagnosis System. | Xinyi Liu, Dachun Sun, Yi R. Fung, Dilek Hakkani-Tur, Tarek F. Abdelzaher |
| 2025 | Learning to Speak Like a Child: Reinforcing and Evaluating a Child-level Generative Language Model. | Enoch Levandovsky, Anna Manaseryan, Casey Kennington |
| 2025 | DocTalk: Scalable Graph-based Dialogue Synthesis for Enhancing LLM Conversational Capabilities. | Jing Yang Lee, Hamed Bonab, Nasser Zalmout, Ming Zeng, Sanket Lokegaonkar, Colin Lockard, Binxuan Huang, Ritesh Sarkhel, Haodong Wang |
| 2025 | EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-Tuning. | Lingxiao Kong, Cong Yang, Susanne Neufang, Oya Deniz Beyan, Zeyd Boukhers |
| 2025 | DiaTool-DPO: Multi-Turn Direct Preference Optimization for Tool-Augmented Large Language Models. | Sunghee Jung, Donghun Lee, Shinbok Lee, Gaeun Seo, Daniel Lee, Byeongil Ko, Junrae Cho, Kihyun Kim, EungGyun Kim, Myeongcheol Shin |
| 2025 | Integrating Physiological, Speech, and Textual Information Toward Real-Time Recognition of Emotional Valence in Dialogue. | Jingjing Jiang, Ao Guo, Ryuichiro Higashinaka |
| 2025 | When a Dialog becomes a Monologue: A debate on custom-made literature with generative AI. | Maja Tabea Jerrentrup, Martin Federico Villalba |
| 2025 | Collaborative Problem-Solving in an Optimization Game. | Isidora Jeknic, Alex Duchnowski, Alexander Koller |
| 2025 | Identification and Analysis of Identity-Centric Elements of Character-Likeness in Game Scenario. | Shinji Iwata, Koya Ihara, Shiki Sato, Jun Baba, Asahi Hentona, Masahiro Yamazaki, Yuki Shiotsuka, Takahiro Ishizue, Akifumi Yoshimoto |