---
title: "SIGDIAL 2023 — all accepted papers — the most cited first"
description: "All 60 papers of SIGDIAL 2023, the most cited first; those with our summary link to it. Among them: Are Large Language Models All You Need…"
canonical: "https://research.elamur.ai/free/en/venues/sigdial/2023/papers/"
---
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# SIGDIAL 2023: all accepted papers

60 papers · the most cited first · [← SIGDIAL 2023](https://md.research.elamur.ai/free/en/venues/sigdial/2023/)

1. **[Are Large Language Models All You Need for Task-Oriented Dialogue? ↗](https://aclanthology.org/2023.sigdial-1.21/)**Vojtěch Hudeček, Ondrej Dusek*42 citations*
2. **[FurChat: An Embodied Conversational Agent using LLMs, Combining Open and Closed-Domain Dialogue with Facial Expressions ↗](https://aclanthology.org/2023.sigdial-1.55/)**Neeraj Cherakara, Finny Varghese, Sheena Shabana et al.*31 citations*
3. **[ChatGPT vs. Crowdsourcing vs. Experts: Annotating Open-Domain Conversations with Speech Functions ↗](https://aclanthology.org/2023.sigdial-1.23/)**Lidiia Ostyakova, Veronika Smilga, Kseniia Petukhova et al.*19 citations*
4. **[Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt Engineering ↗](https://aclanthology.org/2023.sigdial-1.22/)**Angus Addlesee, Weronika Sieińska, Nancie Gunson et al.*16 citations*
5. **[An Open-Domain Avatar Chatbot by Exploiting a Large Language Model ↗](https://aclanthology.org/2023.sigdial-1.40/)**Takato Yamazaki, Tomoya Mizumoto, Katsumasa Yoshikawa et al.*12 citations*
6. **[The Open-domain Paradox for Chatbots: Common Ground as the Basis for Human-like Dialogue ↗](https://aclanthology.org/2023.sigdial-1.57/)**Gabriel Skantze, A. Seza Doğruöz*11 citations*
7. **[Leveraging Large Language Models for Automated Dialogue Analysis ↗](https://aclanthology.org/2023.sigdial-1.20/)**Sarah E. Finch, Ellie S. Paek, Jinho D. Choi*10 citations*
8. **[Analyzing Differences in Subjective Annotations by Participants and Third-party Annotators in Multimodal Dialogue Corpus ↗](https://aclanthology.org/2023.sigdial-1.9/)**Kazunori Komatani, Ryu Takeda, Shogo Okada*9 citations*
9. **[Approximating Online Human Evaluation of Social Chatbots with Prompting ↗](https://aclanthology.org/2023.sigdial-1.25/)**Ekaterina Svikhnushina, Pearl Pu*9 citations*
10. **[CONVERSER: Few-shot Conversational Dense Retrieval with Synthetic Data Generation ↗](https://aclanthology.org/2023.sigdial-1.34/)**Chao-Wei Huang, Chen-Yu Hsu, Tsu-Yuan Hsu et al.*7 citations*
11. **[Empathetic Response Generation for Distress Support ↗](https://aclanthology.org/2023.sigdial-1.59/)**Anuradha Welivita, Chun-Hung Yeh, Pearl Pu*6 citations*
12. **[OpinionConv: Conversational Product Search with Grounded Opinions ↗](https://aclanthology.org/2023.sigdial-1.6/)**Vahid Sadiri Javadi, Martin Potthast, Lucie Flek*6 citations*
13. **[Reasoning before Responding: Integrating Commonsense-based Causality Explanation for Empathetic Response Generation ↗](https://aclanthology.org/2023.sigdial-1.60/)**Yahui Fu, Koji Inoue, Chenhui Chu et al.*6 citations*
14. **[“What do others think?”: Task-Oriented Conversational Modeling with Subjective Knowledge ↗](https://aclanthology.org/2023.sigdial-1.28/)**Chao Zhao, Spandana Gella, Seokhwan Kim et al.*5 citations*
15. **[Controllable Generation of Dialogue Acts for Dialogue Systems via Few-Shot Response Generation and Ranking ↗](https://aclanthology.org/2023.sigdial-1.32/)**Angela Ramirez, Kartik Agarwal, Juraj Juraska et al.*4 citations*
16. **[The timing bottleneck: Why timing and overlap are mission-critical for conversational user interfaces, speech recognition and dialogue systems ↗](https://aclanthology.org/2023.sigdial-1.45/)**Andreas Liesenfeld, Alianda Lopez, Mark Dingemanse*4 citations*
17. **[DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems ↗](https://aclanthology.org/2023.sigdial-1.24/)**Qingyang Wu, James Gung, Raphael Shu et al.*3 citations*
18. **[Dialogue Response Generation Using Completion of Omitted Predicate Arguments Based on Zero Anaphora Resolution ↗](https://aclanthology.org/2023.sigdial-1.26/)**Ayaka Ueyama, Yoshinobu Kano*3 citations*
19. **[From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue ↗](https://aclanthology.org/2023.sigdial-1.8/)**Shutong Feng, Nurul Lubis, Benjamin Ruppik et al.*3 citations*
20. **[Investigating Explicitation of Discourse Connectives in Translation using Automatic Annotations](https://md.research.elamur.ai/free/en/papers/yung-2023-investigating-explicitation-discourse-connectives-translation/)**Frances Yung, Merel Scholman, Ekaterina Lapshinova-Koltunski et al.*3 citations · our summary*
21. **[Towards Breaking the Self-imposed Filter Bubble in Argumentative Dialogues ↗](https://aclanthology.org/2023.sigdial-1.56/)**Annalena Aicher, Daniel Kornmueller, Yuki Matsuda et al.*3 citations*
22. **[`What are you referring to?' Evaluating the Ability of Multi-Modal Dialogue Models to Process Clarificational Exchanges ↗](https://aclanthology.org/2023.sigdial-1.16/)**Javier Chiyah-Garcia, Alessandro Suglia, Arash Eshghi et al.*3 citations*
23. **[Applying Item Response Theory to Task-oriented Dialogue Systems for Accurately Determining User's Task Success Ability ↗](https://aclanthology.org/2023.sigdial-1.39/)**Ryu Hirai, Ao Guo, Ryuichiro Higashinaka*2 citations*
24. **[Bootstrapping a Conversational Guide for Colonoscopy Prep ↗](https://aclanthology.org/2023.sigdial-1.38/)**Pulkit Arya, Madeleine Bloomquist, Subhankar Chakraborty et al.*2 citations*
25. **[Dial-M: A Masking-based Framework for Dialogue Evaluation ↗](https://aclanthology.org/2023.sigdial-1.7/)**Suvodip Dey, Maunendra Sankar Desarkar*2 citations*
26. **[PGTask: Introducing the Task of Profile Generation from Dialogues ↗](https://aclanthology.org/2023.sigdial-1.17/)**Rui Ribeiro, Joao Paulo Carvalho, Luisa Coheur*2 citations*
27. **[Prompting, Retrieval, Training: An exploration of different approaches for task-oriented dialogue generation ↗](https://aclanthology.org/2023.sigdial-1.37/)**Gonçalo Raposo, Luisa Coheur, Bruno Martins*2 citations*
28. **[Reference Resolution and New Entities in Exploratory Data Visualization: From Controlled to Unconstrained Interactions with a Conversational Assistant ↗](https://aclanthology.org/2023.sigdial-1.33/)**Abari Bhattacharya, Abhinav Kumar, Barbara Di Eugenio et al.*2 citations*
29. **[Sources of Noise in Dialogue and How to Deal with Them ↗](https://aclanthology.org/2023.sigdial-1.1/)**Derek Chen, Zhou Yu*2 citations*
30. **[Speaker Role Identification in Call Centre Dialogues: Leveraging Opening Sentences and Large Language Models ↗](https://aclanthology.org/2023.sigdial-1.35/)**Minh-Quoc Nghiem, Nichola Roberts, Dmitry Sityaev*2 citations*
31. **[When to generate hedges in peer-tutoring interactions](https://md.research.elamur.ai/free/en/papers/abulimiti-2023-when-generate-hedges-peer-tutoring/)**Alafate Abulimiti, Chloé Clavel, Justine Cassell*2 citations · our summary*
32. **[Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System ↗](https://aclanthology.org/2023.sigdial-1.47/)**Jianguo Zhang, Stephen Roller, Kun Qian et al.*1 citation*
33. **[Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog ↗](https://aclanthology.org/2023.sigdial-1.46/)**Miaoran Li, Baolin Peng, Michel Galley et al.*1 citation*
34. **[Frame-oriented Summarization of Argumentative Discussions ↗](https://aclanthology.org/2023.sigdial-1.10/)**Shahbaz Syed, Timon Ziegenbein, Philipp Heinisch et al.*1 citation*
35. **[Incorporating Annotator Uncertainty into Representations of Discourse Relations ↗](https://aclanthology.org/2023.sigdial-1.49/)**S. Magalí López Cortez, Cassandra L. Jacobs*1 citation*
36. **[MERCY: Multiple Response Ranking Concurrently in Realistic Open-Domain Conversational Systems ↗](https://aclanthology.org/2023.sigdial-1.58/)**Sarik Ghazarian, Behnam Hedayatnia, Di Jin et al.*1 citation*
37. **[PaperPersiChat: Scientific Paper Discussion Chatbot using Transformers and Discourse Flow Management ↗](https://aclanthology.org/2023.sigdial-1.54/)**Alexander Chernyavskiy, Max Bregeda, Maria Nikiforova*1 citation*
38. **[Question Generation to Elicit Users' Food Preferences by Considering the Semantic Content ↗](https://aclanthology.org/2023.sigdial-1.18/)**Jie Zeng, Yukiko Nakano, Tatsuya Sakato*1 citation*
39. **[Slot Induction via Pre-trained Language Model Probing and Multi-level Contrastive Learning ↗](https://aclanthology.org/2023.sigdial-1.44/)**Hoang Nguyen, Chenwei Zhang, Ye Liu et al.*1 citation*
40. **[Syndicom: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback ↗](https://aclanthology.org/2023.sigdial-1.27/)**Christopher Richardson, Anirudh Sundar, Larry Heck*1 citation*
41. **[Synthesising Personality with Neural Speech Synthesis ↗](https://aclanthology.org/2023.sigdial-1.36/)**Shilin Gao, Matthew P. Aylett, David A. Braude et al.*1 citation*
42. **[The Road to Quality is Paved with Good Revisions: A Detailed Evaluation Methodology for Revision Policies in Incremental Sequence Labelling ↗](https://aclanthology.org/2023.sigdial-1.14/)**Brielen Madureira, Patrick Kahardipraja, David Schlangen*1 citation*
43. **[Transformer-based Multi-Party Conversation Generation using Dialogue Discourse Acts Planning ↗](https://aclanthology.org/2023.sigdial-1.48/)**Alexander Chernyavskiy, Dmitry Ilvovsky*1 citation*
44. **[What's Hard in English RST Parsing? Predictive Models for Error Analysis ↗](https://aclanthology.org/2023.sigdial-1.3/)**Yang Janet Liu, Tatsuya Aoyama, Amir Zeldes*1 citation*
45. **[A New Dataset for Causality Identification in Argumentative Texts ↗](https://aclanthology.org/2023.sigdial-1.31/)**Khalid Al Khatib, Michael Voelske, Anh Le et al.
46. **[A Statistical Approach for Quantifying Group Difference in Topic Distributions Using Clinical Discourse Samples ↗](https://aclanthology.org/2023.sigdial-1.5/)**Grace O. Lawley, Peter A. Heeman, Jill K. Dolata et al.
47. **[C3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues ↗](https://aclanthology.org/2023.sigdial-1.51/)**Hung Le, Nancy Chen, Steven C.H. Hoi
48. **[Dialog Action-Aware Transformer for Dialog Policy Learning ↗](https://aclanthology.org/2023.sigdial-1.12/)**Huimin Wang, Wai Chung Kwan, Kam-Fai Wong
49. **[Grounded Complex Task Segmentation for Conversational Assistants ↗](https://aclanthology.org/2023.sigdial-1.4/)**Rafael Ferreira, David Semedo, Joao Magalhaes
50. **[Grounding Description-Driven Dialogue State Trackers with Knowledge-Seeking Turns ↗](https://aclanthology.org/2023.sigdial-1.42/)**Alexandru Coca, Bo-Hsiang Tseng, Jinghong Chen et al.
51. **[Investigating the Representation of Open Domain Dialogue Context for Transformer Models ↗](https://aclanthology.org/2023.sigdial-1.50/)**Vishakh Padmakumar, Behnam Hedayatnia, Di Jin et al.
52. **[Learning Multimodal Cues of Children's Uncertainty ↗](https://aclanthology.org/2023.sigdial-1.41/)**Qi Cheng, Mert Inan, Rahma Mbarki et al.
53. **[No that's not what I meant: Handling Third Position Repair in Conversational Question Answering ↗](https://aclanthology.org/2023.sigdial-1.52/)**Vevake Balaraman, Arash Eshghi, Ioannis Konstas et al.
54. **[Resolving References in Visually-Grounded Dialogue via Text Generation ↗](https://aclanthology.org/2023.sigdial-1.43/)**Bram Willemsen, Livia Qian, Gabriel Skantze
55. **[Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System ↗](https://aclanthology.org/2023.sigdial-1.19/)**Lingbo Mo, Shijie Chen, Ziru Chen et al.
56. **[The Wizard of Curiosities: Enriching Dialogues with Fun Facts ↗](https://aclanthology.org/2023.sigdial-1.13/)**Frederico Vicente, Rafael Ferreira, David Semedo et al.
57. **[The effect of conversation type on entrainment: Evidence from laughter ↗](https://aclanthology.org/2023.sigdial-1.15/)**Bogdan Ludusan, Petra Wagner
58. **[Towards Multilingual Automatic Open-Domain Dialogue Evaluation ↗](https://aclanthology.org/2023.sigdial-1.11/)**John Mendonca, Alon Lavie, Isabel Trancoso
59. **[UD_Japanese-CEJC: Dependency Relation Annotation on Corpus of Everyday Japanese Conversation ↗](https://aclanthology.org/2023.sigdial-1.29/)**Mai Omura, Hiroshi Matsuda, Masayuki Asahara et al.
60. **[Unravelling Indirect Answers to Wh-Questions: Corpus Construction, Analysis, and Generation](https://md.research.elamur.ai/free/en/papers/yusupujiang-2023-unravelling-indirect-answers-wh-questions/)**Zulipiye Yusupujiang, Jonathan Ginzburg*our summary*
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