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Zero-Shot Dialogue State Tracking via Cross-Task Transfer


Sep 10, 2021
Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung

* EMNLP 2021 

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CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System


Jun 08, 2021
Etsuko Ishii, Yan Xu, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto, Zihan Liu, Peng Xu, Pascale Fung

* Accepted in DialDoc21 Workshop in ACL 2021. Etsuko Ishii and Yan Xu contributed equally to this work 

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BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling


Jun 05, 2021
Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung

* 22 pages 

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Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking


May 10, 2021
Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba

* NAACL 2021 

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Are Multilingual Models Effective in Code-Switching?


Mar 24, 2021
Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Pascale Fung


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Continual Learning in Task-Oriented Dialogue Systems


Dec 31, 2020
Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon, Paul Crook, Bing Liu, Zhou Yu, Eunjoon Cho, Zhiguang Wang

* 9 pages 

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Plug-and-Play Conversational Models


Oct 09, 2020
Andrea Madotto, Etsuko Ishii, Zhaojiang Lin, Sumanth Dathathri, Pascale Fung

* Accepted in EMNLP findings, and code available at https://github.com/andreamad8/PPCM 

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Cross-lingual Spoken Language Understanding with Regularized Representation Alignment


Sep 30, 2020
Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung

* EMNLP-2020 Long Paper 

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Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems


Sep 28, 2020
Andrea Madotto, Samuel Cahyawijaya, Genta Indra Winata, Yan Xu, Zihan Liu, Zhaojiang Lin, Pascale Fung

* Accepted EMNLP findings 

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MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems


Sep 28, 2020
Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Pascale Fung

* EMNLP 2020 camera ready 

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The Adapter-Bot: All-In-One Controllable Conversational Model


Aug 28, 2020
Andrea Madotto, Zhaojiang Lin, Yejin Bang, Pascale Fung

* Andrea Madotto and Zhaojiang Lin contributed equally to this work 

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EmoGraph: Capturing Emotion Correlations using Graph Networks


Aug 21, 2020
Peng Xu, Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Pascale Fung

* The first two authors contributed equally 

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Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems


Aug 20, 2020
Andrea Madotto, Zihan Liu, Zhaojiang Lin, Pascale Fung

* Blog (https://andreamad8.github.io/few-shot-gpt/), Medium (https://medium.com/@madottoandrea/language-model-as-few-shot-learner-for-task-oriented-dialogue-systems-db4765796744) and Code (https://github.com/andreamad8/TASK-ORIENTED-LM-FEWSHOT

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Meta-Transfer Learning for Code-Switched Speech Recognition


Apr 29, 2020
Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, Pascale Fung

* Accepted in ACL 2020. The first two authors contributed equally to this work 

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XPersona: Evaluating Multilingual Personalized Chatbot


Apr 08, 2020
Zhaojiang Lin, Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya, Andrea Madotto, Yejin Bang, Etsuko Ishii, Pascale Fung

* Preprint, 23 pages 

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Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning


Apr 08, 2020
Zhaojiang Lin, Andrea Madotto, Pascale Fung


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Variational Transformers for Diverse Response Generation


Mar 28, 2020
Zhaojiang Lin, Genta Indra Winata, Peng Xu, Zihan Liu, Pascale Fung

* open domain dialogue 

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Attention over Parameters for Dialogue Systems


Jan 07, 2020
Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, Jamin Shin, Pascale Fung

* NeurIPS Conversational AI Workshops (Best Paper Award) 

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Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems


Nov 21, 2019
Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung

* Accepted as an oral presentation in AAAI 2020 

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Lightweight and Efficient End-to-End Speech Recognition Using Low-Rank Transformer


Oct 30, 2019
Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Pascale Fung


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Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition


Sep 18, 2019
Genta Indra Winata, Zhaojiang Lin, Jamin Shin, Zihan Liu, Pascale Fung

* Accepted by EMNLP 2019 

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MoEL: Mixture of Empathetic Listeners


Aug 21, 2019
Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung

* Accepted by EMNLP2019 

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Getting To Know You: User Attribute Extraction from Dialogues


Aug 13, 2019
Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung

* 1st Workshop on NLP for Conversational AI @ ACL 2019 

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CAiRE: An End-to-End Empathetic Chatbot


Jul 28, 2019
Zhaojiang Lin, Peng Xu, Genta Indra Winata, Zihan Liu, Pascale Fung


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CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification


Jun 10, 2019
Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Jamin Shin, Yan Xu, Peng Xu, Pascale Fung

* Accepted by SemEval 2019 

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Personalizing Dialogue Agents via Meta-Learning


May 24, 2019
Zhaojiang Lin, Andrea Madotto, Chien-Sheng Wu, Pascale Fung

* Accepted in ACL 2019. Zhaojiang Lin* and Andrea Madotto* contributed equally to this work 

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Learning Comment Generation by Leveraging User-Generated Data


Oct 29, 2018
Zhaojiang Lin, Genta Indra Winata, Pascale Fung

* Submitted to ICASSP 2019 

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