Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems

14 May 2019

Boi Faltings

Papers citing "Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems"

27 / 27 papers shown

Title
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy Chen Wang Kaiyi Ji Junyi Geng Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Yue Yang Xiao Lin Zhipeng Zhao SSL 94 9 0 28 Jan 2025
A New First-Order Meta-Learning Algorithm with Convergence Guarantees El Mahdi Chayti Martin Jaggi 35 1 0 05 Sep 2024
Advances and Challenges in Meta-Learning: A Technical Review Anna Vettoruzzo Mohamed-Rafik Bouguelia Joaquin Vanschoren Thorsteinn Rögnvaldsson K. Santosh OffRL 36 70 0 10 Jul 2023
A Unified Framework for Slot based Response Generation in a Multimodal Dialogue System Mauajama Firdaus Avinash Madasu Asif Ekbal 47 7 0 27 May 2023
Meta-Learning with a Geometry-Adaptive Preconditioner Suhyun Kang Duhun Hwang Moonjung Eo Taesup Kim Wonjong Rhee AI4CE 39 15 0 04 Apr 2023
Boosting Natural Language Generation from Instructions with Meta-Learning Budhaditya Deb Guoqing Zheng Ahmed Hassan Awadallah 24 13 0 20 Oct 2022
Continued Pretraining for Better Zero- and Few-Shot Promptability Zhaofeng Wu IV RobertL.Logan Pete Walsh Akshita Bhagia Dirk Groeneveld Sameer Singh Iz Beltagy VLM 44 12 0 19 Oct 2022
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 OffRL 38 43 0 28 Feb 2022
Generating Personalized Dialogue via Multi-Task Meta-Learning Jing Yang Lee Kong Aik Lee W. Gan 33 14 0 07 Aug 2021
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking Binzong Geng Fajie Yuan Qiancheng Xu Ying Shen Ruifeng Xu Min Yang CLL 22 31 0 17 Jul 2021
Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations Qian Li Hao Peng Jianxin Li Jia Wu Yuanxing Ning Lihong Wang Philip S. Yu Zhilin Wang 27 26 0 23 Jun 2021
Generative Conversational Networks Alexandros Papangelis Karthik Gopalakrishnan Aishwarya Padmakumar Seokhwan Kim Gokhan Tur Dilek Z. Hakkani-Tür 27 18 0 15 Jun 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation Shuai Lin Pan Zhou Xiaodan Liang Jianheng Tang Ruihui Zhao Ziliang Chen Liang Lin MedIm 33 53 0 22 Dec 2020
Evaluating Semantic Accuracy of Data-to-Text Generation with Natural Language Inference Ondrej Dusek Zdeněk Kasner 30 66 0 21 Nov 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Xilun Chen Asish Ghoshal Yashar Mehdad Luke Zettlemoyer S. Gupta 41 89 0 07 Oct 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Fei Mi Liangwei Chen Mengjie Zhao Minlie Huang Boi Faltings CLL KELM 19 68 0 02 Oct 2020
Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks Trapit Bansal Rishikesh Jha Tsendsuren Munkhdalai Andrew McCallum SSL VLM 33 87 0 17 Sep 2020
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems Andrea Madotto Zihan Liu Zhaojiang Lin Pascale Fung 43 58 0 14 Aug 2020
Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters Kaiyi Ji Jason D. Lee Yingbin Liang H. Vincent Poor 26 74 0 16 Jun 2020
When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications Zequn Liu Ruiyi Zhang Yiping Song Wei Ju Ming Zhang 40 8 0 24 May 2020
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Hao Zhou Chujie Zheng Kaili Huang Minlie Huang Xiaoyan Zhu 27 122 0 08 Apr 2020
Theoretical Convergence of Multi-Step Model-Agnostic Meta-Learning Kaiyi Ji Junjie Yang Yingbin Liang 28 49 0 18 Feb 2020
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources Qianhui Wu Zijia Lin Guoxin Wang Hui Chen Börje F. Karlsson Biqing Huang Chin-Yew Lin 22 68 0 14 Nov 2019
Meta Learning for End-to-End Low-Resource Speech Recognition Jui-Yang Hsu Yuan-Jui Chen Hung-yi Lee 30 103 0 26 Oct 2019
Meta-Learning with Implicit Gradients Aravind Rajeswaran Chelsea Finn Sham Kakade Sergey Levine 45 844 0 10 Sep 2019
Bayesian Model-Agnostic Meta-Learning Taesup Kim Jaesik Yoon Ousmane Amadou Dia Sungwoong Kim Yoshua Bengio Sungjin Ahn UQCV BDL 228 500 0 11 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 487 11,715 0 09 Mar 2017