Continual Learning for Task-oriented Dialogue System with Iterative
Network Pruning, Expanding and Masking

Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking

17 July 2021

Ruifeng Xu

Min Yang

Papers citing "Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking"

15 / 15 papers shown

Title
SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning Jinpeng Chen Runmin Cong Yuzhi Zhao Hongzheng Yang Guangneng Hu H. Ip Sam Kwong CLL KELM 88 0 0 05 May 2025
Continual Learning Using a Kernel-Based Method Over Foundation Models Saleh Momeni Sahisnu Mazumder Bing-Quan Liu CLL 88 1 0 20 Dec 2024
In-context Continual Learning Assisted by an External Continual Learner Saleh Momeni Sahisnu Mazumder Zixuan Ke Bing Liu CLL 106 0 0 20 Dec 2024
Gradual Learning: Optimizing Fine-Tuning with Partially Mastered Knowledge in Large Language Models Bozhou Li Hao Liang Yang Li Fangcheng Fu Hongzhi Yin Conghui He Wentao Zhang KELM CLL 55 0 0 08 Oct 2024
TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation Yujie Feng Xu Chu Yongxin Xu Guangyuan Shi Bo Liu Xiao-Ming Wu MoMe CLL 45 7 0 19 Aug 2024
Continual Dialogue State Tracking via Reason-of-Select Distillation Yujie Feng Bo Liu Xiaoyu Dong Zexin Lu Li-Ming Zhan Xiao-Ming Wu Albert Y. S. Lam CLL LRM 50 5 0 19 Aug 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 35 15 0 10 Jun 2024
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking Hong Liu Yucheng Cai Yuan Zhou Zhijian Ou Yi Huang Junlan Feng CLL 27 2 0 17 Nov 2023
Visually Grounded Continual Language Learning with Selective Specialization Kyra Ahrens Lennart Bengtson Jae Hee Lee Stefan Wermter 36 0 0 24 Oct 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 65 616 0 31 Jan 2023
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild? Sang-Woo Lee Sungdong Kim Donghyeon Ko Dong-hyun Ham Youngki Hong ... Wangkyo Jung Kyunghyun Cho Donghyun Kwak H. Noh W. Park 51 1 0 20 Dec 2022
Continual Learning of Natural Language Processing Tasks: A Survey Zixuan Ke Bin Liu KELM CLL VLM 37 69 0 23 Nov 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue Ying Zhao Yinhe Zheng Zhiliang Tian Chang Gao Yu Bowen Haiyang Yu Yongbin Li Jianguo Sun N. Zhang CLL OffRL 37 12 0 14 Oct 2022
Dynamic Dialogue Policy for Continual Reinforcement Learning Christian Geishauser Carel van Niekerk Nurul Lubis Michael Heck Hsien-chin Lin Shutong Feng Milica Gavsić CLL OffRL 44 14 0 12 Apr 2022
Continual Prompt Tuning for Dialog State Tracking Qi Zhu Bing Li Fei Mi Xiaoyan Zhu Minlie Huang CLL KELM 40 57 0 13 Mar 2022