Overview

Task-oriented dialog (TOD) systems are designed to assist users to accomplish their goals. Recently, neural generative approaches have attracted more and more attention, beyond traditional rule-based approaches. Unfortunately, building TOD systems remains a label-intensive, time-consuming task for the reliance on manually labeled dialog data and annotated task-related knowledge base. However, unlabeled data are often easily available in many forms such as human-to-human dialogs, open-domain text corpus, and unstructured knowledge documents. Moreover, the nature of sequential decision making is not fully considered in current TOD systems. The purpose of this workshop is to invite researchers from both academia and industry to share their perspectives on building semi-supervised and reinforced TOD systems, discuss challenges and advance the field in joint effort. A shared task and challenge will be organized for benchmarking and stimulating relevant researches, with a newly released large-scale, multi-domain TOD dataset which consists of 100K real-world dialogs.

Check out SereTOD

News

2022/7/5  The code repository for baseline systems and evaluation scripts for both Track 1 and Track 2 are released.

2022/7/1  The MobileCS dataset for SereTOD Challenge has been released to registered teams.

2022/4/29  SereTOD Challenge Kickoff Seminar is completed! Introduction to the Challenge (by Zhijian Ou), talk videos from invited speakers (from Xiaodong He, Luo Si, Kai Yu, Zhengyu Niu, Wanxiang Che), panel recording (hosted by Junlan Feng), are available here !

2022/4/19  Registration opening for challenge, as detailed in Call for Participation!

2022/2/23  Announcement of Call for Papers !

Important Dates (AOE)

May 31 July 1, 2022 Registration deadline for challenge (extended)
June 1 July 1, 2022 Training data release (extended)
July 15, 2022 ACL Rolling Review paper due (submit via ARR)
August 14, 2022 Evaluation data release
August 21, 2022 Entry submission deadline
August 31, 2022 Evaluation results announced
September 7, 2022 Regular paper due (submit via softconf)
October 9, 2022 Notification of paper acceptance
October 16, 2022 Camera-ready papers due
December 7, 2022 EMNLP 2022 Workshop Date

Invited Speakers

  • Pascale Fung, HKUST
  • Dilek Hakkani-Tur, Amazon
  • Jason Williams, Apple
  • Sponsors

    Welcome to sponsor our workshop! Please contact Organizers.

    Contact

    Zhijian Ou (ozj@tsinghua.edu.cn)

    Junlan Feng (fengjunlan@chinamobile.com)

    Juanzi Li (lijuanzi@tsinghua.edu.cn)