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Tianyu Gao
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The CRINGE Loss: Learning what language not to model


Nov 10, 2022
Leonard Adolphs, Tianyu Gao, Jing Xu, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston

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Transformer-based dimensionality reduction


Oct 15, 2022
Ruisheng Ran, Tianyu Gao, Bin Fang

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Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models


Sep 20, 2022
Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou

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* Accepted to COLING 2022 
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Recovering Private Text in Federated Learning of Language Models


May 17, 2022
Samyak Gupta, Yangsibo Huang, Zexuan Zhong, Tianyu Gao, Kai Li, Danqi Chen

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Should You Mask 15% in Masked Language Modeling?


Feb 16, 2022
Alexander Wettig, Tianyu Gao, Zexuan Zhong, Danqi Chen

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Ditch the Gold Standard: Re-evaluating Conversational Question Answering


Dec 16, 2021
Huihan Li, Tianyu Gao, Manan Goenka, Danqi Chen

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Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction


May 20, 2021
Tianyu Gao, Xu Han, Keyue Qiu, Yuzhuo Bai, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

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* ACL 2021 Findings 
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SimCSE: Simple Contrastive Learning of Sentence Embeddings


Apr 18, 2021
Tianyu Gao, Xingcheng Yao, Danqi Chen

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Making Pre-trained Language Models Better Few-shot Learners


Dec 31, 2020
Tianyu Gao, Adam Fisch, Danqi Chen

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Learning from Context or Names? An Empirical Study on Neural Relation Extraction


Oct 05, 2020
Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou

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* Accepted by EMNLP 2020 
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