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Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset


Jan 17, 2022
Tiezheng Yu, Rita Frieske, Peng Xu, Samuel Cahyawijaya, Cheuk Tung Shadow Yiu, Holy Lovenia, Wenliang Dai, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung


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CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition


Jan 11, 2022
Wenliang Dai, Samuel Cahyawijaya, Tiezheng Yu, Elham J. Barezi, Peng Xu, Cheuk Tung Shadow Yiu, Rita Frieske, Holy Lovenia, Genta Indra Winata, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung

* 6 pages 

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ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation


Jan 07, 2022
Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Xu Yan, Zihan Liu, Rita Frieske, Tiezheng Yu, Wenliang Dai, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung


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Automatic Speech Recognition Datasets in Cantonese Language: A Survey and a New Dataset


Jan 07, 2022
Tiezheng Yu, Rita Frieske, Peng Xu, Samuel Cahyawijaya, Cheuk Tung Shadow Yiu, Holy Lovenia, Wenliang Dai, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung


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NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging


Dec 01, 2021
Zihan Liu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung


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Confucius, Cyberpunk and Mr. Science: Comparing AI ethics between China and the EU


Nov 15, 2021
Pascale Fung, Hubert Etienne

* This is a paper on AI ethics and governance 

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Few-Shot Bot: Prompt-Based Learning for Dialogue Systems


Oct 15, 2021
Andrea Madotto, Zhaojiang Lin, Genta Indra Winata, Pascale Fung


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Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization


Oct 01, 2021
Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung

* Long Paper Accepted in EMNLP 2021 

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Language Models are Few-shot Multilingual Learners


Sep 16, 2021
Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Rosanne Liu, Jason Yosinski, Pascale Fung

* 14 pages 

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Greenformer: Factorization Toolkit for Efficient Deep Neural Networks


Sep 14, 2021
Samuel Cahyawijaya, Genta Indra Winata, Holy Lovenia, Bryan Wilie, Wenliang Dai, Etsuko Ishii, Pascale Fung


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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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Assessing Political Prudence of Open-domain Chatbots


Jun 11, 2021
Yejin Bang, Nayeon Lee, Etsuko Ishii, Andrea Madotto, Pascale Fung

* SIGDIAL 2021 - Safety for E2E Conversational AI (Camera-ready Version) 

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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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Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data


Jun 02, 2021
Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona Diab

* ACL 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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Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance


May 31, 2021
Dan Su, Tiezheng Yu, Pascale Fung

* The two authors contribute equally. Accepted as a short paper in Findings of ACL 2021 

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QAConv: Question Answering on Informative Conversations


May 14, 2021
Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong

* Data and code are available at https://github.com/salesforce/QAConv 

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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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Weakly-supervised Multi-task Learning for Multimodal Affect Recognition


Apr 23, 2021
Wenliang Dai, Samuel Cahyawijaya, Yejin Bang, Pascale Fung

* 13 pages, 2 figures 

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AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization


Apr 19, 2021
Tiezheng Yu, Zihan Liu, Pascale Fung

* The first two authors contributed equally. Accepted as a long paper in NAACL 2021 

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Dynamically Addressing Unseen Rumor via Continual Learning


Apr 18, 2021
Nayeon Lee, Andrea Madotto, Yejin Bang, Pascale Fung


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