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


Sep 08, 2021
Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung

* Long Paper Accepted in 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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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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On Unifying Misinformation Detection


Apr 12, 2021
Nayeon Lee, Belinda Z. Li, Sinong Wang, Pascale Fung, Hao Ma, Wen-tau Yih, Madian Khabsa

* Accepted to NAACL2021 

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Mitigating Media Bias through Neutral Article Generation


Apr 01, 2021
Nayeon Lee, Yejin Bang, Andrea Madotto, Pascale Fung


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Multimodal End-to-End Sparse Model for Emotion Recognition


Mar 27, 2021
Wenliang Dai, Samuel Cahyawijaya, Zihan Liu, Pascale Fung

* 12 pages, 6 figures 

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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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Towards Few-Shot Fact-Checking via Perplexity


Mar 17, 2021
Nayeon Lee, Yejin Bang, Andrea Madotto, Madian Khabsa, Pascale Fung

* Accpeted to NAACL'21 

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Model Generalization on COVID-19 Fake News Detection


Jan 11, 2021
Yejin Bang, Etsuko Ishii, Samuel Cahyawijaya, Ziwei Ji, Pascale Fung

* CONSTRAINT Workshop 2021 (Camera Ready Version) 

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CrossNER: Evaluating Cross-Domain Named Entity Recognition


Dec 13, 2020
Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, Pascale Fung

* Accepted in AAAI-2021 

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A Study on the Autoregressive and non-Autoregressive Multi-label Learning


Dec 03, 2020
Elham J. Barezi, Iacer Calixto, Kyunghyun Cho, Pascale Fung


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Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization


Oct 19, 2020
Tiezheng Yu, Dan Su, Wenliang Dai, Pascale Fung

* 4 pages 

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