A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems
Computation and Language
2022-09-27 v2
Authors:
Zhijian Ou
, Junlan Feng
, Juanzi Li
, Yakun Li
, Hong Liu
, Hao Peng
, Yi Huang
, Jiangjiang Zhao
Abstract
A challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems, Co-located with EMNLP2022 SereTOD Workshop.
Cite
@article{arxiv.2207.02657,
title = {A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems},
author = {Zhijian Ou and Junlan Feng and Juanzi Li and Yakun Li and Hong Liu and Hao Peng and Yi Huang and Jiangjiang Zhao},
journal= {arXiv preprint arXiv:2207.02657},
year = {2022}
}
Comments
Version 2.1
Related papers
View all related →
Computation and Language · Computer Science
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems
Weihao Zeng, Keqing He, Zechen Wang, Dayuan Fu +7
2022-12-26
Computation and Language · Computer Science
Many Hands Make Light Work: Task-Oriented Dialogue System with Module-Based Mixture-of-Experts
Ruolin Su, Biing-Hwang Juang
2024-05-17
Computation and Language · Computer Science
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems
Ziming Li, Julia Kiseleva, Maarten de Rijke
2020-09-22
Computation and Language · Computer Science
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision
Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang +1
2023-05-23
Computation and Language · Computer Science
Recent Advances and Challenges in Task-oriented Dialog System
Zheng Zhang, Ryuichi Takanobu, Qi Zhu, Minlie Huang +1
2020-06-24
Computation and Language · Computer Science
A Survey on Recent Advances and Challenges in Reinforcement Learning Methods for Task-Oriented Dialogue Policy Learning
Wai-Chung Kwan, Hongru Wang, Huimin Wang, Kam-Fai Wong
2023-11-09
Computation and Language · Computer Science
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue
Sam Davidson, Salvatore Romeo, Raphael Shu, James Gung +3
2023-09-26
Computation and Language · Computer Science
Improving Multi-Domain Task-Oriented Dialogue System with Offline Reinforcement Learning
Dharmendra Prajapat, Durga Toshniwal
2024-11-11
Computation and Language · Computer Science
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
Bing Liu, Gokhan Tur, Dilek Hakkani-Tur, Pararth Shah +1
2018-04-19
Computation and Language · Computer Science
Discovering Customer-Service Dialog System with Semi-Supervised Learning and Coarse-to-Fine Intent Detection
Zhitong Yang, Xing Ma, Anqi Liu, Zheyu Zhang
2022-12-26
Computation and Language · Computer Science
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations
Weihao Zeng, Dayuan Fu, Keqing He, Yejie Wang +2
2024-04-02
Computation and Language · Computer Science
End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning
Bing Liu, Gokhan Tur, Dilek Hakkani-Tur, Pararth Shah +1
2017-12-04
Computation and Language · Computer Science
Findings from Experiments of On-line Joint Reinforcement Learning of Semantic Parser and Dialogue Manager with real Users
Matthieu Riou, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre
2021-10-27
Computation and Language · Computer Science
Spec-TOD: A Specialized Instruction-Tuned LLM Framework for Efficient Task-Oriented Dialogue Systems
Quang-Vinh Nguyen, Quang-Chieu Nguyen, Hoang Pham, Khac-Hoai Nam Bui
2025-07-08
Computation and Language · Computer Science
Towards Asking Clarification Questions for Information Seeking on Task-Oriented Dialogues
Yue Feng, Hossein A. Rahmani, Aldo Lipani, Emine Yilmaz
2023-05-24
Computation and Language · Computer Science
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models
Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang +1
2022-07-26
Computation and Language · Computer Science
TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling
Longxiang Liu, Xiuxing Li, Yang Feng
2024-01-30
Computation and Language · Computer Science
End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management
Silin Gao, Ryuichi Takanobu, Antoine Bosselut, Minlie Huang
2022-02-02
Computation and Language · Computer Science
Training Zero-Shot Generalizable End-to-End Task-Oriented Dialog System Without Turn-level Dialog Annotations
Adib Mosharrof, A. B. Siddique
2024-11-05
Computation and Language · Computer Science
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild?
Sang-Woo Lee, Sungdong Kim, Donghyeon Ko, Donghoon Ham +8
2023-05-25
Computation and Language · Computer Science
Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems
Vishal Vivek Saley, Rocktim Jyoti Das, Dinesh Raghu, Mausam
2024-10-21
Computation and Language · Computer Science
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning
Xiao Yu, Qingyang Wu, Kun Qian, Zhou Yu
2023-10-23
Computation and Language · Computer Science
KETOD: Knowledge-Enriched Task-Oriented Dialogue
Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar +2
2022-05-12
Computation and Language · Computer Science
HierTOD: A Task-Oriented Dialogue System Driven by Hierarchical Goals
Lingbo Mo, Shun Jiang, Akash Maharaj, Bernard Hishamunda +1
2025-09-09
Artificial Intelligence · Computer Science
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
Ming Zhang, Caishuang Huang, Yilong Wu, Shichun Liu +9
2024-10-15