📰 SIGDIAL 2024 — accepted papers

SIGDIAL 2024 is the 2024 edition of the Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), held in Kyoto, Japan, September 2024 (publisher: Association for Computational Linguistics). The ACL Anthology lists 65 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Affect Recognition in Conversations Using Large Language ModelsShutong Feng, Guangzhi Sun, Nurul Lubis et al.14 citations
2. Curriculum-Driven Edubot: A Framework for Developing Language Learning Chatbots through Synthesizing Conversational DataYu Li, Shang Qu, Jili Shen et al.14 citations
3. InteLLA: Intelligent Language Learning Assistant for Assessing Language Proficiency through Interviews and RoleplaysMao Saeki, Hiroaki Takatsu, Fuma Kurata et al.12 citations
4. Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma AssessmentsSichang Tu, Abigail Powers, Natalie Merrill et al.8 citations
5. ReALM: Reference Resolution as Language ModelingJoel Ruben Antony Moniz, Soundarya Krishnan, Melis Ozyildirim et al.7 citations
6. An Investigation into Explainable Audio Hate Speech DetectionJinmyeong An, Wonjun Lee, Yejin Jeon et al.6 citations
7. Self-Emotion Blended Dialogue Generation in Social Simulation AgentsQiang Zhang, Jason Naradowsky, Yusuke Miyao5 citations
8. Conversational Feedback in Scripted versus Spontaneous Dialogues: A Comparative AnalysisIldiko Pilan, Laurent Prévot, Hendrik Buschmeier et al.4 citations
9. DiagESC: Dialogue Synthesis for Integrating Depression Diagnosis into Emotional Support ConversationSeungyeon Seo, Gary Geunbae Lee4 citations
10. Dialogue Discourse Parsing as Generation: A Sequence-to-Sequence LLM-based ApproachChuyuan Li, Yuwei Yin, Giuseppe Carenini4 citations · our summary

All accepted papers (65)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. Affect Recognition in Conversations Using Large Language ModelsShutong Feng, Guangzhi Sun, Nurul Lubis et al.14 citations
2. Curriculum-Driven Edubot: A Framework for Developing Language Learning Chatbots through Synthesizing Conversational DataYu Li, Shang Qu, Jili Shen et al.14 citations
3. InteLLA: Intelligent Language Learning Assistant for Assessing Language Proficiency through Interviews and RoleplaysMao Saeki, Hiroaki Takatsu, Fuma Kurata et al.12 citations
4. Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma AssessmentsSichang Tu, Abigail Powers, Natalie Merrill et al.8 citations
5. ReALM: Reference Resolution as Language ModelingJoel Ruben Antony Moniz, Soundarya Krishnan, Melis Ozyildirim et al.7 citations
6. An Investigation into Explainable Audio Hate Speech DetectionJinmyeong An, Wonjun Lee, Yejin Jeon et al.6 citations
7. Self-Emotion Blended Dialogue Generation in Social Simulation AgentsQiang Zhang, Jason Naradowsky, Yusuke Miyao5 citations
8. Conversational Feedback in Scripted versus Spontaneous Dialogues: A Comparative AnalysisIldiko Pilan, Laurent Prévot, Hendrik Buschmeier et al.4 citations
9. DiagESC: Dialogue Synthesis for Integrating Depression Diagnosis into Emotional Support ConversationSeungyeon Seo, Gary Geunbae Lee4 citations
10. Dialogue Discourse Parsing as Generation: A Sequence-to-Sequence LLM-based ApproachChuyuan Li, Yuwei Yin, Giuseppe Carenini4 citations · our summary
11. Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and GenerationShutong Feng, Hsien-chin Lin, Christian Geishauser et al.4 citations
12. Optimizing Code-Switching in Conversational Tutoring Systems: A Pedagogical Framework and EvaluationZhengyuan Liu, Stella Xin Yin, Nancy Chen4 citations
13. StyEmp: Stylizing Empathetic Response Generation via Multi-Grained Prefix Encoder and Personality ReinforcementYahui Fu, Chenhui Chu, Tatsuya Kawahara4 citations
14. Coherence-based Dialogue Discourse Structure Extraction using Open-Source Large Language ModelsGaetano Cimino, Chuyuan Li, Giuseppe Carenini et al.3 citations
15. Dialog Flow Induction for Constrainable LLM-Based ChatbotsStuti Agrawal, Pranav Pillai, Nishi Uppuluri et al.3 citations
16. Elaborative Simplification for German-Language TextsFreya Hewett, Hadi Asghari, Manfred Stede3 citations
17. “Keep up the good work!”: Using Constraints in Zero Shot Prompting to Generate Supportive Teacher ResponsesE. Margaret Perkoff, Angela Maria Ramirez, Sean von Bayern et al.3 citations
18. A Few-shot Approach to Task-oriented Dialogue Enhanced with ChitchatArmand Stricker, Patrick Paroubek2 citations
19. Comparing Pre-Trained Embeddings and Domain-Independent Features for Regression-Based Evaluation of Task-Oriented Dialogue SystemsKallirroi Georgila2 citations
20. Enhancing Model Transparency: A Dialogue System Approach to XAI with Domain KnowledgeIsabel Feustel, Niklas Rach, Wolfgang Minker et al.2 citations
21. Exploring the Use of Natural Language Descriptions of Intents for Large Language Models in Zero-shot Intent ClassificationTaesuk Hong, Youbin Ahn, Dongkyu Lee et al.2 citations
22. Knowledge-Grounded Dialogue Act Transfer using Prompt-Based Learning for Controllable Open-Domain NLGAlain Vazquez Risco, Angela Maria Ramirez, Neha Pullabhotla et al.2 citations
23. MindDial: Enhancing Conversational Agents with Theory-of-Mind for Common Ground Alignment and NegotiationShuwen Qiu, Mingdian Liu, Hengli Li et al.2 citations
24. PersonaCLR: Evaluation Model for Persona Characteristics via Contrastive Learning of Linguistic Style RepresentationMichimasa Inaba2 citations
25. Question Type Prediction in Natural DebateZlata Kikteva, Alexander Trautsch, Steffen Herbold et al.2 citations

See all 65 papers in SIGDIAL 2024 — accepted papers →

📄 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. Dialogue Discourse Parsing as Generation: A Sequence-to-Sequence LLM-based ApproachAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Chuyuan Li, Yuwei Yin, Giuseppe Carenini2024 · 11 citations
2. Training LLMs to Recognize Hedges in Dialogues about Roadrunner CartoonsAmie Paige, Adil Soubki, John Murzaku, et al.2024 · 4 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🗨️Dialogue systems (2)🧵Discourse analysis (1)🧠Language models & pretraining (1)English (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of British ColumbiaVancouver · Canada1 work here🎓Stony Brook UniversityStony Brook · United States1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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