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Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models


Jun 08, 2022
Mengzhou Xia , Mikel Artetxe , Jingfei Du , Danqi Chen , Ves Stoyanov

* The code is available at https://github.com/facebookresearch/ELECTRA-Fewshot-Learning 

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Structured Pruning Learns Compact and Accurate Models


Apr 01, 2022
Mengzhou Xia , Zexuan Zhong , Danqi Chen

* Accepted to ACL 2022; The code and models are available at https://github.com/princeton-nlp/CoFiPruning 

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Non-Parametric Few-Shot Learning for Word Sense Disambiguation


Apr 27, 2021
Howard Chen , Mengzhou Xia , Danqi Chen

* NAACL 2021. Our code is publicly available at: https://github.com/princeton-nlp/metric-wsd 

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MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning


Apr 16, 2021
Mengzhou Xia , Guoqing Zheng , Subhabrata Mukherjee , Milad Shokouhi , Graham Neubig , Ahmed Hassan Awadallah

* 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) 

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Demoting Racial Bias in Hate Speech Detection


May 25, 2020
Mengzhou Xia , Anjalie Field , Yulia Tsvetkov

* Accepted at SocialNLP Workshop @ACL 2020 

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Predicting Performance for Natural Language Processing Tasks


May 02, 2020
Mengzhou Xia , Antonios Anastasopoulos , Ruochen Xu , Yiming Yang , Graham Neubig

* Accepted at ACL'20 

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A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization


Apr 27, 2020
Graham Neubig , Shruti Rijhwani , Alexis Palmer , Jordan MacKenzie , Hilaria Cruz , Xinjian Li , Matthew Lee , Aditi Chaudhary , Luke Gessler , Steven Abney , Shirley Anugrah Hayati , Antonios Anastasopoulos , Olga Zamaraeva , Emily Prud'hommeaux , Jennette Child , Sara Child , Rebecca Knowles , Sarah Moeller , Jeffrey Micher , Yiyuan Li , Sydney Zink , Mengzhou Xia , Roshan S Sharma , Patrick Littell

* Accepted at SLTU-CCURL 2020 

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Generalized Data Augmentation for Low-Resource Translation


Jun 10, 2019
Mengzhou Xia , Xiang Kong , Antonios Anastasopoulos , Graham Neubig

* Accepted to ACL 2019 

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