Accepted Papers

Here is the list of papers selected for either oral or poster presentation at DSTC11. Authors who are unable to present their work in person will be able to do so virtually (on Zoom for oral, or by uploading a pdf for a virtual poster session).

Reminder: at least one author of each paper listed on this page must register for the workshop (paid registration), even if the paper is presented on Zoom or as a virtual poster. It is possible to register for "workshops only" if you only plan to attend DSTC11. Please note that early registration has been extended to August 18.   

Track overview papers (oral)

19 - Overview of Situated and Interactive Multimodal Conversations (SIMMC) 2.1 Track at DSTC 11 (Track 1)
Kottur, Satwik; Moon, Seungwhan

20 - Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11 (Track 2)
Gung, James; Shu, Raphael; Moeng, Emily; Rose, Wesley; Romeo, Salvatore; Gupta, Arshit; Benajiba, Yassine; Mansour, Saab; Zhang, Yi

7 - DSTC-11: Speech Aware Task-Oriented Dialog Modeling Track (Track 3)
Soltau, Hagen; Shafran, Izhak; Wang, Mingqiu; Rastogi, Abhinav; Han, Wei; Cao, Yuan

27 - Overview of Robust and Multilingual Automatic Evaluation Metrics for Open-Domain Dialogue Systems at DSTC 11 Track 4 (Track 4)
Rodríguez-Cantelar, Mario; Zhang, Chen; Tang, Chengguang; Shi, Ke; Ghazarian, Sarik ; Sedoc, João; D'Haro, Luis Fernando; Rudnicky, Alexander I.

34 - Task-Oriented Conversational Modeling with Subjective Knowledge Track in DSTC11 (Track 5)
Kim, Seokhwan; Gella, Spandana; Zhao, Chao; Jin, Di; Papangelis, Alexandros; Hedayatnia, Behnam; Liu, Yang; Hakkani-Tur, Dilek Z

Best papers (oral)

11 - Improving Situated Conversational Agents with Step-by-Step Multi-modal Logic Reasoning (Track 1)
Long, Yuxing; Zhang, Huibin; Hui, Binyuan; Yang, Zhenglu; Yuan, Caixia; Wang, Xiaojie; Huang, Fei; Li, Yongbin

14 - A Two-Stage Progressive Intent Clustering for Task-Oriented Dialogue (Track 2)
Du, Bingzhu; Su, Nan; Zhang, Yuchi; Wang, Yongliang

3 - Adapting Text-based Dialogue State Tracker for Spoken Dialogues (Track 3)
Yoon, Jaeseok; Hwang, Seunghyun; Han, Ran; Bang, Jeong-Uk; Kim, Kee-Eung

22 - Simple LLM Prompting is State-of-the-Art for Robust and Multilingual Dialogue Evaluation (Track 4)
Mendonça, John; Pereira, Patrícia; Moniz, Helena; Carvalho , Joao Paulo ; Lavie, Alon; Trancoso, Isabel M

31 - Leveraging Ensemble Techniques and Metadata for Subjective Knowledge-grounded Conversational Systems (Track 5)
Joo, Seongho; Lee, Kang-il; Min, Kyungmin; Shin, Joongbo; Han, Janghoon; Won, Seungpil; Jung, Kyomin

Note: best papers were selected based on overall quality (originality, soundness, etc), and not solely based on performance in their respective tracks.

Posters

2 - Exploring Prompt-based Multi-task Learning for Multimodal Dialog State Tracking and Immersive Multimodal Conversation
Chen, Yirong; Li, Ya; Wang, Tao; Xing, Xiaofen; Xu, Xiangmin; Liu, Quan; Liu, Cong; Hu, Guoping

4 - CopyT5: Copy Mechanism and Post-Trained T5 for Speech-Aware Dialogue State Tracking System
Park, Cheonyoung; Ha, Eunji; Jeong, Yewon; Kim, Chi-young; Yu, Haeun; Sung, Joo-won

5 - Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction
Chu, Caiyuan; Li, Ya; Liu, Yifan; Gu, Jia-Chen; Liu, Quan; Ge, Yongxin; Hu, Guoping

6 - OLISIA: a Cascade System for Spoken Dialogue State Tracking
Jacqmin, Léo; Druart, Lucas; Estève, Yannick; Favre, Benoît; Rojas, Lina M; Vielzeuf, Valentin

8 - DORIC : Domain Robust Fine-Tuning for Open Intent Clustering through Dependency Parsing
Lee, Jihyun; Seo, Seungyeon; Kim, Yunsu; Lee , Gary Geunbae 

9 - Multi-Task Learning for Ambiguous Candidate Identification with Pre-trained Model
Jang, Daesik; Choi, Hyewon

10 - Speech-Aware Multi-Domain Dialogue State Generation with ASR Error Correction Modules
Jiang, Ridong; Shi, Wei; Wang, Bin; Zhang, Chen; Zhang, Yan; Pan, Chunlei; Kim, Jung Jae; Li, Haizhou

13 - Contrastively Pretrained Vision-Language Transformers and Domain Adaptation Methods for Multimodal TOD Systems
Chang, Youngjae; Kim, Doo Young; Kim, Jinyoung; Kim, Keunha; Cha, Hyunmook; Min,  Suyoung; Ko, Youngjoong; Lee, Kye-Hwan; Park, Joonwoo

15 - Analysis of Utterance Embeddings and Clustering Methods Related to Intent Induction for Task-Oriented Dialogue
Park, Jeiyoon; Jang, Yoonna; Lee, Chanhee; Lim, Heuiseok

17 - Multi-View Zero-Shot Open Intent Induction from Dialogues: Multi Domain Batch and Proxy Gradient Transfer
Koh, Hyukhun; Pyun, Haesung; Yang, Nakyeong; Jung, Kyomin

21 - Towards Optimizing Pre-trained Language Model Ensemble Learning for Task-oriented Dialogue System
Zhu, Zhiyuan; Liao, Yusheng ; Chen, Zhe; Wang, Yu; Guan, Yunfeng

23 - Enhancing Task-Oriented Dialog System with Subjective Knowledge: A Large Language Model-based Data Augmentation Framework
Jung, Haein; yeen, heuiyeen; Lee, Jeehyun; Kim, Minju; Bang, Namo; Koo, Myoung-Wan

24 - Parallel Corpora Alignment Framework for Multilingual and Robust Automatic Dialogue Evaluation
Wang, Xinglin; Shi, Jiayi; Yuan, Peiwen; Li, Kan

25 - Semantic data augmentation for meaning maintenance on Task-Oriented Conversation with Large-size Language Model
Lee, Jaehwan; Son, Kwanyoung; 유, 은경; Kim, Eugene

26 - Ensemble Method via Ranking Model for Conversational Modeling with Subjective Knowledge
Huang, Xin; Tan, Kye Min; Duan, Richeng; Zou, Bowei

28 - Exploring Back Translation with Typo Noise for Enhanced Inquiry Understanding in Task-Oriented Dialogue
Lee, Jihyun; Kim, Junseok; Lee , Gary Geunbae 

29 - Leveraging Few-Shot Data Augmentation and Waterfall Prompting for Response Generation
Krause, Lea; Báez Santamaría, Selene; van der Meer, Michiel; Khurana, Urja

30 - Three Ways of Using Large Language Models to Evaluate Chat
Plátek, Ondřej; Dusek, Ondrej; Schmidtova, Patricia; Hudecek, Vojtech; Lango, Matheusz

32 - A Difference-aware Ensemble Method for Task-oriented Dialogue with Subjective Knowledge
Ke, Changxin; Sun, Churui; Ma, Longxuan; Zhang, Wei-Nan; Liu, Ting