📰 SIGDIAL 2022: all accepted papers

64 papers · the most cited first · ← SIGDIAL 2022

1. MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking EvaluationFanghua Ye, Jarana Manotumruksa, Emine Yilmaz62 citations · our summary
2. “Do you follow me?”: A Survey of Recent Approaches in Dialogue State Tracking ↗Léo Jacqmin, Lina M. Rojas Barahona, Benoit Favre23 citations
3. Multi-Task Learning for Depression Detection in Dialogs ↗Chuyuan Li, Chloé Braud, Maxime Amblard21 citations
4. Structured Dialogue Discourse ParsingTa-Chung Chi, Alexander Rudnicky18 citations · our summary
5. Towards Personality-Aware Chatbots ↗Daniel Fernau, Stefan Hillmann, Nils Feldhus et al.17 citations
6. Guiding the Release of Safer E2E Conversational AI through Value Sensitive Design ↗A. Stevie Bergman, Gavin Abercrombie, Shannon Spruit et al.16 citations
7. Disruptive Talk Detection in Multi-Party Dialogue within Collaborative Learning Environments with a Regularized User-Aware Network ↗Kyungjin Park, Hyunwoo Sohn, Wookhee Min et al.14 citations
8. How Much Does Prosody Help Turn-taking? Investigations using Voice Activity Projection Models ↗Erik Ekstedt, Gabriel Skantze14 citations
9. GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers ↗Hsien-chin Lin, Christian Geishauser, Shutong Feng et al.13 citations
10. UniDU: Towards A Unified Generative Dialogue Understanding Framework ↗Zhi Chen, Lu Chen, Bei Chen et al.12 citations
11. Towards Socially Intelligent Agents with Mental State Transition and Human Value ↗Liang Qiu, Yizhou Zhao, Yuan Liang et al.11 citations
12. DG2: Data Augmentation Through Document Grounded Dialogue Generation ↗Qingyang Wu, Song Feng, Derek Chen et al.9 citations
13. Simultaneous Job Interview System Using Multiple Semi-autonomous Agents ↗Haruki Kawai, Yusuke Muraki, Kenta Yamamoto et al.9 citations
14. LAD: Language Models as Data for Zero-Shot Dialog ↗Shikib Mehri, Yasemin Altun, Maxine Eskenazi8 citations
15. Are Interaction Patterns Helpful for Task-Agnostic Dementia Detection? An Empirical Exploration ↗Shahla Farzana, Natalie Parde7 citations
16. Dialog Acts for Task Driven Embodied Agents ↗Spandana Gella, Aishwarya Padmakumar, Patrick Lange et al.7 citations
17. Knowledge-Grounded Conversational Data Augmentation with Generative Conversational Networks ↗Yen Ting Lin, Alexandros Papangelis, Seokhwan Kim et al.7 citations
18. A Visually-Aware Conversational Robot Receptionist ↗Nancie Gunson, Daniel Hernandez Garcia, Weronika Sieińska et al.6 citations
19. Comparison of Lexical Alignment with a Teachable Robot in Human-Robot and Human-Human-Robot Interactions ↗Yuya Asano, Diane Litman, Mingzhi Yu et al.6 citations
20. Controllable User Dialogue Act Augmentation for Dialogue State Tracking ↗Chun-Mao Lai, Ming-Hao Hsu, Chao-Wei Huang et al.6 citations
21. Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset ↗Stefan Larson, Kevin Leach6 citations
22. iEval: Interactive Evaluation Framework for Open-Domain Empathetic Chatbots ↗Ekaterina Svikhnushina, Anastasiia Filippova, Pearl Pu6 citations
23. A Systematic Evaluation of Response Selection for Open Domain Dialogue ↗Behnam Hedayatnia, Di Jin, Yang Liu et al.5 citations
24. Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models ↗Yucheng Cai, Hong Liu, Zhijian Ou et al.5 citations
25. TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues ↗Po-Wei Lin, Shang-Yu Su, Yun-Nung Chen5 citations
26. To laugh or not to laugh? The use of laughter to mark discourse structure ↗Bogdan Ludusan, Barbara Schuppler5 citations
27. Using Transition Duration to Improve Turn-taking in Conversational Agents ↗Charles Threlkeld, Muhammad Umair, Jp de Ruiter5 citations
28. When can I Speak? Predicting initiation points for spoken dialogue agents ↗Siyan Li, Ashwin Paranjape, Christopher Manning5 citations
29. AARGH! End-to-end Retrieval-Generation for Task-Oriented Dialog ↗Tomáš Nekvinda, Ondřej Dušek4 citations
30. Entity-based De-noising Modeling for Controllable Dialogue Summarization ↗Zhengyuan Liu, Nancy Chen4 citations
31. Improving Bot Response Contradiction Detection via Utterance Rewriting ↗Di Jin, Sijia Liu, Yang Liu et al.4 citations
32. Multi-Domain Dialogue State Tracking with Top-K Slot Self Attention ↗Longfei Yang, Jiyi Li, Sheng Li et al.4 citations
33. Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning ↗Atsumoto Ohashi, Ryuichiro Higashinaka4 citations
34. QualityAdapt: an Automatic Dialogue Quality Estimation Framework ↗John Mendonca, Alon Lavie, Isabel Trancoso4 citations
35. Reducing Model Churn: Stable Re-training of Conversational Agents ↗Christopher Hidey, Fei Liu, Rahul Goel4 citations
36. Toward Self-Learning End-to-End Task-oriented Dialog Systems ↗Xiaoying Zhang, Baolin Peng, Jianfeng Gao et al.4 citations
37. User Satisfaction Modeling with Domain Adaptation in Task-oriented Dialogue Systems ↗Yan Pan, Mingyang Ma, Bernhard Pflugfelder et al.4 citations
38. Automatic Verbal Depiction of a Brick Assembly for a Robot Instructing Humans ↗Rami Younes, Gérard Bailly, Frederic Elisei et al.3 citations
39. Building a Knowledge-Based Dialogue System with Text Infilling ↗Qiang Xue, Tetsuya Takiguchi, Yasuo Ariki3 citations
40. Dialogue Term Extraction using Transfer Learning and Topological Data Analysis ↗Renato Vukovic, Michael Heck, Benjamin Ruppik et al.3 citations
41. Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent ↗Ethan A. Chi, Ashwin Paranjape, Abigail See et al.3 citations
42. Combining Structured and Unstructured Knowledge in an Interactive Search Dialogue System ↗Svetlana Stoyanchev, Suraj Pandey, Simon Keizer et al.2 citations
43. Dialogue Evaluation with Offline Reinforcement Learning ↗Nurul Lubis, Christian Geishauser, Hsien-chin Lin et al.2 citations
44. Generating Discourse Connectives with Pre-trained Language Models: Conditioning on Discourse Relations Helps Reconstruct the PDTB ↗Symon Stevens-Guille, Aleksandre Maskharashvili, Xintong Li et al.2 citations
45. Generating Meaningful Topic Descriptions with Sentence Embeddings and LDA ↗Javier Miguel Sastre Martinez, Sean Gorman, Aisling Nugent et al.2 citations
46. Getting Better Dialogue Context for Knowledge Identification by Leveraging Document-level Topic Shift ↗Nhat Tran, Diane Litman2 citations
47. Inferring Ranked Dialog Flows from Human-to-Human Conversations ↗Javier Miguel Sastre Martinez, Aisling Nugent2 citations
48. What makes you change your mind? An empirical investigation in online group decision-making conversations ↗Georgi Karadzhov, Tom Stafford, Andreas Vlachos2 citations
49. DeepCon: An End-to-End Multilingual Toolkit for Automatic Minuting of Multi-Party Dialogues ↗Aakash Bhatnagar, Nidhir Bhavsar, Muskaan Singh1 citation
50. Demonstrating EMMA: Embodied MultiModal Agent for Language-guided Action Execution in 3D Simulated Environments ↗Alessandro Suglia, Bhathiya Hemanthage, Malvina Nikandrou et al.1 citation
51. EDU-AP: Elementary Discourse Unit based Argument Parser ↗Sougata Saha, Souvik Das, Rohini Srihari1 citation
52. Evaluating N-best Calibration of Natural Language Understanding for Dialogue Systems ↗Ranim Khojah, Alexander Berman, Staffan Larsson1 citation
53. GRILLBot: A multi-modal conversational agent for complex real-world tasks ↗Carlos Gemmell, Federico Rossetto, Iain Mackie et al.1 citation
54. Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues ↗Thibault Cordier, Tanguy Urvoy, Fabrice Lefèvre et al.1 citation
55. How Well Do You Know Your Audience? Toward Socially-aware Question Generation ↗Ian Stewart, Rada Mihalcea1 citation
56. N-best Response-based Analysis of Contradiction-awareness in Neural Response Generation Models ↗Shiki Sato, Reina Akama, Hiroki Ouchi et al.1 citation
57. Symbol and Communicative Grounding through Object Permanence with a Mobile Robot ↗Josue Torres-Fonseca, Catherine Henry, Casey Kennington1 citation
58. Using Interaction Style Dimensions to Characterize Spoken Dialog Corpora ↗Nigel Ward1 citation
59. A System For Robot Concept Learning Through Situated Dialogue ↗Benjamin Kane, Felix Gervits, Matthias Scheutz et al.
60. Developing an argument annotation scheme based on a semantic classification of arguments ↗Lea Kawaletz, Heidrun Dorgeloh, Stefan Conrad et al.
61. ICM : Intent and Conversational Mining from Conversation Logs ↗Sayantan Mitra, Roshni Ramnani, Sumit Ranjan et al.
62. The DialPort tools ↗Jessica Huynh, Shikib Mehri, Cathy Jiao et al.
63. The Duration of a Turn Cannot be Used to Predict When It Ends ↗Charles Threlkeld, Jp de Ruiter
64. Unsupervised Domain Adaptation on Question-Answering System with Conversation Data ↗Amalia Adiba, Takeshi Homma, Yasuhiro Sogawa

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