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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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X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing


Jun 07, 2021
Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung

* Accepted in RepL4NLP 2021 

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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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ERICA: An Empathetic Android Companion for Covid-19 Quarantine


Jun 04, 2021
Etsuko Ishii, Genta Indra Winata, Samuel Cahyawijaya, Divesh Lala, Tatsuya Kawahara, Pascale Fung

* Accepted in SIGDIAL 2021 

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Nora: The Well-Being Coach


Jun 01, 2021
Genta Indra Winata, Holy Lovenia, Etsuko Ishii, Farhad Bin Siddique, Yongsheng Yang, Pascale Fung

* 7 pages 

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Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters


May 13, 2021
Yan Xu, Etsuko Ishii, Zihan Liu, Genta Indra Winata, Dan Su, Andrea Madotto, Pascale Fung


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Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation


May 09, 2021
Zihan Liu, Genta Indra Winata, Pascale Fung

* Accepted in Findings of ACL 2021 

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IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation


Apr 16, 2021
Samuel Cahyawijaya, Genta Indra Winata, Bryan Wilie, Karissa Vincentio, Xiaohong Li, Adhiguna Kuncoro, Sebastian Ruder, Zhi Yuan Lim, Syafri Bahar, Masayu Leylia Khodra, Ayu Purwarianti, Pascale Fung

* Work in progress, 10 pages 

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Multilingual Transfer Learning for Code-Switched Language and Speech Neural Modeling


Apr 13, 2021
Genta Indra Winata

* HKUST PhD Thesis. 120 pages 

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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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Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition


Dec 03, 2020
Genta Indra Winata, Guangsen Wang, Caiming Xiong, Steven Hoi


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IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding


Oct 08, 2020
Bryan Wilie, Karissa Vincentio, Genta Indra Winata, Samuel Cahyawijaya, Xiaohong Li, Zhi Yuan Lim, Sidik Soleman, Rahmad Mahendra, Pascale Fung, Syafri Bahar, Ayu Purwarianti

* This paper will be presented in AACL-IJCNLP 2020 (with new results and acknowledgment) 

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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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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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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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Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning


Apr 29, 2020
Zihan Liu, Genta Indra Winata, Andrea Madotto, Pascale Fung


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Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling


Apr 24, 2020
Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung

* Accepted in ACL 2020 

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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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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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Zero-Resource Cross-Domain Named Entity Recognition


Feb 14, 2020
Zihan Liu, Genta Indra Winata, Pascale Fung


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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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Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables


Nov 11, 2019
Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung

* Accepted in EMNLP 2019 

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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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Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences


Sep 18, 2019
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung

* Accepted in CoNLL 2019 

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