Pascale Fung

Most-cited papers

Survey of Hallucination in Natural Language Generation
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu +8 more
2022ACM Computing Surveys6,393 citations Open access
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BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick +387 more
2022arXiv.org3,070 citations
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Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb +446 more
2022arXiv.org2,702 citations
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IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding
Bryan Wilie, Karissa Vincentio, Genta Indra Winata, Samuel Cahyawijaya +7 more
2020AACL602 citations Open access
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CrossNER: Evaluating Cross-Domain Named Entity Recognition
Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai +4 more
2020AAAI Conference on Artificial Intelligence228 citations Open access
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MoEL: Mixture of Empathetic Listeners
Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu +1 more
2019Conference on Empirical Methods in Natural Language Processing221 citations Open access
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Personalizing Dialogue Agents via Meta-Learning
Zhaojiang Lin, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
2019Annual Meeting of the Association for Computational Linguistics210 citations Open access
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Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning
Zhaojiang Lin, Andrea Madotto, Pascale Fung
2020Findings203 citations Open access
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MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Pascale Fung
2020Conference on Empirical Methods in Natural Language Processing187 citations Open access
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Language Models are Few-shot Multilingual Learners
Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Rosanne Liu +2 more
2021MRL179 citations Open access
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IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation
Samuel Cahyawijaya, Genta Indra Winata, Bryan Wilie, Karissa Vincentio +8 more
2021Conference on Empirical Methods in Natural Language Processing169 citations Open access
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NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages
Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra +10 more
2022Conference of the European Chapter of the Association for Computational Linguistics162 citations Open access
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Continual Learning in Task-Oriented Dialogue Systems
Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon +6 more
2020Conference on Empirical Methods in Natural Language Processing152 citations Open access
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Controllable Story Generation with External Knowledge Using Large-Scale Language Models
Peng Xu, M. Patwary, M. Shoeybi, Raul Puri +3 more
2020Conference on Empirical Methods in Natural Language Processing141 citations Open access
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CAiRE: An End-to-End Empathetic Chatbot
Zhaojiang Lin, Peng Xu, Genta Indra Winata, Farhad Bin Siddique +3 more
2019AAAI Conference on Artificial Intelligence141 citations Open access
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Multimodal End-to-End Sparse Model for Emotion Recognition
Wenliang Dai, Samuel Cahyawijaya, Zihan Liu, Pascale Fung
2021North American Chapter of the Association for Computational Linguistics113 citations Open access
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Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
2019Conference on Computational Natural Language Learning107 citations Open access
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Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling
Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung
2020Annual Meeting of the Association for Computational Linguistics106 citations Open access
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Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems
Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu +1 more
2019AAAI Conference on Artificial Intelligence106 citations Open access
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Towards Few-shot Fact-Checking via Perplexity
Nayeon Lee, Yejin Bang, Andrea Madotto, Madian Khabsa +1 more
2021North American Chapter of the Association for Computational Linguistics100 citations Open access
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Generalizing Question Answering System with Pre-trained Language Model Fine-tuning
Dan Su, Yan Xu, Genta Indra Winata, Peng Xu +3 more
2019Conference on Empirical Methods in Natural Language Processing99 citations Open access
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CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management
Dan Su, Yan Xu, Tiezheng Yu, Farhad Bin Siddique +2 more
2020NLP4COVID@EMNLP98 citations Open access
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Are Multilingual Models Effective in Code-Switching?
Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin +2 more
2021CALCS97 citations Open access
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Few-Shot Bot: Prompt-Based Learning for Dialogue Systems
Andrea Madotto, Zhaojiang Lin, Genta Indra Winata, Pascale Fung
2021arXiv.org95 citations
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Learning Fast Adaptation on Cross-Accented Speech Recognition
Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin +3 more
2020Interspeech94 citations
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Lightweight and Efficient End-To-End Speech Recognition Using Low-Rank Transformer
Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu +1 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing90 citations Open access
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AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization
Tiezheng Yu, Zihan Liu, Pascale Fung
2021North American Chapter of the Association for Computational Linguistics89 citations Open access
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Zero-Shot Dialogue State Tracking via Cross-Task Transfer
Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon +7 more
2021Conference on Empirical Methods in Natural Language Processing77 citations Open access
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Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems
Andrea Madotto, Samuel Cahyawijaya, Genta Indra Winata, Yan Xu +3 more
2020Findings72 citations Open access
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XPersona: Evaluating Multilingual Personalized Chatbot
Zhaojiang Lin, Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya +4 more
2020NLP4CONVAI72 citations Open access
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BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling
Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu +4 more
2021NeurIPS Datasets and Benchmarks71 citations
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Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables
Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata +3 more
2019Conference on Empirical Methods in Natural Language Processing71 citations Open access
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ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation
Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu +10 more
2021International Conference on Language Resources and Evaluation69 citations Open access
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Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation
Zihan Liu, Genta Indra Winata, Pascale Fung
2021Findings68 citations Open access
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The Adapter-Bot: All-In-One Controllable Conversational Model
Andrea Madotto, Zhaojiang Lin, Yejin Bang, Pascale Fung
2020AAAI Conference on Artificial Intelligence64 citations Open access
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Meta-Transfer Learning for Code-Switched Speech Recognition
Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu +2 more
2020Annual Meeting of the Association for Computational Linguistics62 citations Open access
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Plug-and-Play Conversational Models
Andrea Madotto, Etsuko Ishii, Zhaojiang Lin, Sumanth Dathathri +1 more
2020Findings58 citations Open access
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Generating Empathetic Responses by Looking Ahead the User’s Sentiment
Jamin Shin, Peng Xu, Andrea Madotto, Pascale Fung
2019IEEE International Conference on Acoustics, Speech, and Signal Processing57 citations Open access
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Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data
Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary +5 more
2021Annual Meeting of the Association for Computational Linguistics53 citations Open access
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Variational Transformers for Diverse Response Generation
Zhaojiang Lin, Genta Indra Winata, Peng Xu, Zihan Liu +1 more
2020arXiv.org53 citations
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Exploring Social Bias in Chatbots using Stereotype Knowledge
Nayeon Lee, Andrea Madotto, Pascale Fung
2019WNLP@ACL52 citations
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NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging
Zihan Liu, Feijun Jiang, Yuxiang Hu, Chen Shi +1 more
2021arXiv.org50 citations
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Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters
Yan Xu, Etsuko Ishii, Samuel Cahyawijaya, Zihan Liu +4 more
2021Workshop on Document-grounded Dialogue and Conversational Question Answering49 citations Open access
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Zero-Resource Cross-Domain Named Entity Recognition
Zihan Liu, Genta Indra Winata, Pascale Fung
2020Workshop on Representation Learning for NLP49 citations Open access
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Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition
Genta Indra Winata, Zhaojiang Lin, Pascale Fung
2019RepL4NLP@ACL49 citations Open access
Semantic Scholar
Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-TaskLearning for Offensive Language Detection
Wenliang Dai, Tiezheng Yu, Zihan Liu, Pascale Fung
2020International Workshop on Semantic Evaluation47 citations Open access
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Multi-hop Question Generation with Graph Convolutional Network
Dan Su, Yan Xu, Wenliang Dai, Ziwei Ji +2 more
2020Findings47 citations Open access
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Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition
Wenliang Dai, Zihan Liu, Tiezheng Yu, Pascale Fung
2020AACL45 citations Open access
Semantic Scholar
Model Generalization on COVID-19 Fake News Detection
Yejin Bang, Etsuko Ishii, Samuel Cahyawijaya, Ziwei Ji +1 more
2021CONSTRAINT@AAAI43 citations Open access
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Getting To Know You: User Attribute Extraction from Dialogues
Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu +1 more
2019International Conference on Language Resources and Evaluation43 citations
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