Personalizing Dialogue Agents via Meta-Learning

24 May 2019

Andrea Madotto

Papers citing "Personalizing Dialogue Agents via Meta-Learning"

50 / 102 papers shown

Title
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits Chen Henry Wu Yinhe Zheng Xiaoxi Mao Minlie Huang 20 17 0 16 Sep 2021
Stylistic Retrieval-based Dialogue System with Unparallel Training Data Hao Fu Yan Wang Ruihua Song Tianran Hu Jianyun Nie 22 0 0 12 Sep 2021
Refocusing on Relevance: Personalization in NLG Shiran Dudy Steven Bedrick Bonnie Webber 52 26 0 10 Sep 2021
Generating Personalized Dialogue via Multi-Task Meta-Learning Jing Yang Lee Kong Aik Lee W. Gan 25 14 0 07 Aug 2021
Few-Shot Electronic Health Record Coding through Graph Contrastive Learning Shanshan Wang Pengjie Ren Zhumin Chen Z. Ren Huasheng Liang Qiang Yan Evangelos Kanoulas Maarten de Rijke 8 5 0 29 Jun 2021
Bilateral Personalized Dialogue Generation with Contrastive Learning Bin Li Hanjun Deng 15 6 0 15 Jun 2021
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data Haoyu Song Yan Wang Kaiyan Zhang Weinan Zhang Ting Liu 25 116 0 11 Jun 2021
Towards Standard Criteria for human evaluation of Chatbots: A Survey Hongru Liang Huaqing Li 18 13 0 24 May 2021
Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks Zhiliang Tian Wei Bi Zi-qiang Zhang Dongkyu Lee Yiping Song N. Zhang 31 9 0 21 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 54 268 0 10 May 2021
Meta-Transfer Learning for Low-Resource Abstractive Summarization Yi-Syuan Chen Hong-Han Shuai CLL OffRL 40 38 0 18 Feb 2021
A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems with Incomplete User Profiles Jiahuan Pei Pengjie Ren Maarten de Rijke 14 24 0 16 Feb 2021
Few-Shot Domain Adaptation for Grammatical Error Correction via Meta-Learning Shengsheng Zhang Yaping Huang Yun-Nung Chen Liner Yang Chencheng Wang Erhong Yang VLM 16 2 0 29 Jan 2021
OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts Yuxian Meng Shuhe Wang Qinghong Han Xiaofei Sun Fei Wu Rui Yan Jiwei Li 27 28 0 30 Dec 2020
Personalized Adaptive Meta Learning for Cold-start User Preference Prediction Runsheng Yu Yu Gong Xu He Bo An Yu Zhu Qingwen Liu Wenwu Ou 14 57 0 22 Dec 2020
Emotional Conversation Generation with Heterogeneous Graph Neural Network Yunlong Liang Fandong Meng Yingxue Zhang Jinan Xu Yufeng Chen Jie Zhou 11 25 0 09 Dec 2020
Exploring the Value of Personalized Word Embeddings Charles F Welch Jonathan K. Kummerfeld Verónica Pérez-Rosas Rada Mihalcea 9 15 0 11 Nov 2020
Plug-and-Play Conversational Models Andrea Madotto Etsuko Ishii Zhaojiang Lin Sumanth Dathathri Pascale Fung 17 51 0 09 Oct 2020
Compositional Demographic Word Embeddings Charles F Welch Jonathan K. Kummerfeld Verónica Pérez-Rosas Rada Mihalcea 15 31 0 06 Oct 2020
MetaPhys: Few-Shot Adaptation for Non-Contact Physiological Measurement Xin Liu Ziheng Jiang Josh Fromm Xuhai Xu Shwetak N. Patel Daniel J. McDuff 18 3 0 05 Oct 2020
Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning Yifan Gao Piji Li Wei Bi Xiaojiang Liu M. Lyu Irwin King 10 7 0 04 Oct 2020
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition Wenliang Dai Zihan Liu Tiezheng Yu Pascale Fung 37 34 0 21 Sep 2020
A Survey on Machine Learning from Few Samples Jiang Lu Pinghua Gong Jieping Ye Jianwei Zhang Changshu Zhang 14 47 0 06 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
Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling Jiacheng Li Siliang Tang Juncheng Li Jun Xiao Fei Wu Shiliang Pu Yueting Zhuang VGen 6 15 0 11 Aug 2020
Improving Generalization in Meta-learning via Task Augmentation Huaxiu Yao Long-Kai Huang Linjun Zhang Ying Wei Li Tian James Zou Junzhou Huang Z. Li 47 81 0 26 Jul 2020
Towards Unified Dialogue System Evaluation: A Comprehensive Analysis of Current Evaluation Protocols Sarah E. Finch Jinho D. Choi ELM 23 67 0 10 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 27 8 0 24 May 2020
Improving Factual Consistency Between a Response and Persona Facts Mohsen Mesgar Edwin Simpson Iryna Gurevych HILM 30 6 0 30 Apr 2020
Meta-Transfer Learning for Code-Switched Speech Recognition Genta Indra Winata Samuel Cahyawijaya Zhaojiang Lin Zihan Liu Peng-Tao Xu Pascale Fung 38 55 0 29 Apr 2020
Towards Persona-Based Empathetic Conversational Models Peixiang Zhong Chen Zhang Hao Wang Yong Liu Chun Miao 19 102 0 26 Apr 2020
Dynamic Knowledge Graph-based Dialogue Generation with Improved Adversarial Meta-Learning Hongcai Xu J. Bao Gaojie Zhang 6 8 0 19 Apr 2020
Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning Hongcai Xu J. Bao Junqing Wang 20 9 0 19 Apr 2020
Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness Hyunwoo J. Kim Byeongchang Kim Gunhee Kim 14 0 0 13 Apr 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 43 1,928 0 11 Apr 2020
You Impress Me: Dialogue Generation via Mutual Persona Perception Qian Liu Yihong Chen B. Chen Jian-Guang Lou Zixuan Chen Bin Zhou Dongmei Zhang 23 165 0 11 Apr 2020
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning Zhaojiang Lin Andrea Madotto Pascale Fung 28 155 0 08 Apr 2020
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining Chengyu Wang Minghui Qiu Jun Huang Xiaofeng He AI4CE 26 24 0 29 Mar 2020
XPersona: Evaluating Multilingual Personalized Chatbot Zhaojiang Lin Zihan Liu Genta Indra Winata Samuel Cahyawijaya Andrea Madotto Yejin Bang Etsuko Ishii Pascale Fung 45 57 0 17 Mar 2020
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 27 173 0 17 Mar 2020
An Empirical Investigation of Pre-Trained Transformer Language Models for Open-Domain Dialogue Generation Piji Li 6 15 0 09 Mar 2020
Learning Fast Adaptation on Cross-Accented Speech Recognition Genta Indra Winata Samuel Cahyawijaya Zihan Liu Zhaojiang Lin Andrea Madotto Peng-Tao Xu Pascale Fung 46 80 0 04 Mar 2020
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification Chengyu Wang Minghui Qiu Jun Huang Xiaofeng He VLM KELM 17 12 0 25 Feb 2020
A Neural Topical Expansion Framework for Unstructured Persona-oriented Dialogue Generation Minghong Xu Piji Li Haoran Yang Pengjie Ren Z. Ren Zhumin Chen Jun Ma 18 31 0 06 Feb 2020
Attention over Parameters for Dialogue Systems Andrea Madotto Zhaojiang Lin Chien-Sheng Wu Jamin Shin Pascale Fung 24 20 0 07 Jan 2020
Automated Relational Meta-learning Huaxiu Yao Xian Wu Zhiqiang Tao Yaliang Li Bolin Ding Ruirui Li Z. Li 33 89 0 03 Jan 2020
Guiding Variational Response Generator to Exploit Persona Bowen Wu Mengyuan Li Zongsheng Wang Yifu Chen Derek F. Wong Qihang Feng Junhong Huang Baoxun Wang 6 47 0 06 Nov 2019
Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks Yiping Song Zequn Liu Wei Bi Rui Yan Ming Zhang 14 34 0 31 Oct 2019
MoEL: Mixture of Empathetic Listeners Zhaojiang Lin Andrea Madotto Jamin Shin Peng-Tao Xu Pascale Fung 33 181 0 21 Aug 2019
Getting To Know You: User Attribute Extraction from Dialogues Chien-Sheng Wu Andrea Madotto Zhaojiang Lin Peng-Tao Xu Pascale Fung 18 29 0 13 Aug 2019