Continual Learning in Task-Oriented Dialogue Systems

31 December 2020

Andrea Madotto

Papers citing "Continual Learning in Task-Oriented Dialogue Systems"

23 / 73 papers shown

Title
Continual Training of Language Models for Few-Shot Learning Zixuan Ke Haowei Lin Yijia Shao Hu Xu Lei Shu Bin Liu KELM BDL CLL 93 34 0 11 Oct 2022
Continuous QA Learning with Structured Prompts Yinhe Zheng CLL 33 1 0 31 Aug 2022
Ask Question First for Enhancing Lifelong Language Learning Han Wang Ruiliu Fu Xuejun Zhang Jun Zhou Qingwei Zhao CLL 36 0 0 17 Aug 2022
Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation Zhijing Wu Hua Xu Jingliang Fang Kai Gao CLL 28 1 0 10 Aug 2022
Learning from data in the mixed adversarial non-adversarial case: Finding the helpers and ignoring the trolls Da Ju Jing Xu Y-Lan Boureau Jason Weston AAML 29 17 0 05 Aug 2022
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage Kurt Shuster Jing Xu M. Komeili Da Ju Eric Michael Smith ... Naman Goyal Arthur Szlam Y-Lan Boureau Melanie Kambadur Jason Weston LM&Ro KELM 37 235 0 05 Aug 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 45 27 0 29 Jul 2022
Fine-tuned Language Models are Continual Learners Thomas Scialom Tuhin Chakrabarty Smaranda Muresan CLL LRM 145 118 0 24 May 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems Elias Stengel-Eskin Emmanouil Antonios Platanios Adam Pauls Sam Thomson Hao Fang Benjamin Van Durme J. Eisner Yu-Chuan Su 34 2 0 24 May 2022
Cross-lingual Lifelong Learning Meryem M'hamdi Xiang Ren Jonathan May CLL 45 8 0 23 May 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection Minqian Liu Shiyu Chang Lifu Huang KELM CLL 24 29 0 15 Apr 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
Uniform Complexity for Text Generation Joseph Marvin Imperial Harish Tayyar Madabushi 18 3 0 11 Apr 2022
Continual Sequence Generation with Adaptive Compositional Modules Yanzhe Zhang Xuezhi Wang Diyi Yang KELM CLL 46 42 0 20 Mar 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
Toward Self-learning End-to-End Task-Oriented Dialog Systems Xiaoying Zhang Baolin Peng Jianfeng Gao Helen M. Meng 27 7 0 18 Jan 2022
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning Zixuan Ke Bing-Quan Liu Nianzu Ma Hu Xu Lei Shu CLL 192 122 0 05 Dec 2021
Few-Shot Bot: Prompt-Based Learning for Dialogue Systems Andrea Madotto Zhaojiang Lin Genta Indra Winata Pascale Fung 48 81 0 15 Oct 2021
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems Shutong Feng Nurul Lubis Christian Geishauser Hsien-Chin Lin Michael Heck Carel van Niekerk Milica Gavsić 53 21 0 10 Sep 2021
Zero-Shot Dialogue State Tracking via Cross-Task Transfer Zhaojiang Lin Bing-Quan Liu Andrea Madotto Seungwhan Moon Paul A. Crook ... Zhiguang Wang Zhou Yu Eunjoon Cho R. Subba Pascale Fung 33 73 0 10 Sep 2021
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue Anant Khandelwal OffRL 24 6 0 01 Aug 2021
AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation Xinnuo Xu Guoyin Wang Young-Bum Kim Sungjin Lee 25 31 0 10 Jun 2021
Drinking from a Firehose: Continual Learning with Web-scale Natural Language Hexiang Hu Ozan Sener Fei Sha V. Koltun CLL 35 27 0 18 Jul 2020