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Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification



Yang Xiao , Jinlan Fu , See-Kiong Ng , Pengfei Liu

* 9 pages, 9 figures 

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Polyglot Prompt: Multilingual Multitask PrompTraining



Jinlan Fu , See-Kiong Ng , Pengfei Liu

* 19 pages, 64 figures 

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DataLab: A Platform for Data Analysis and Intervention



Yang Xiao , Jinlan Fu , Weizhe Yuan , Vijay Viswanathan , Zhoumianze Liu , Yixin Liu , Graham Neubig , Pengfei Liu

* DataLab Web Platform: http://datalab.nlpedia.ai/ 

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A Partition Filter Network for Joint Entity and Relation Extraction



Zhiheng Yan , Chong Zhang , Jinlan Fu , Qi Zhang , Zhongyu Wei

* EMNLP 2021 main conference 

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Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing



Pengfei Liu , Weizhe Yuan , Jinlan Fu , Zhengbao Jiang , Hiroaki Hayashi , Graham Neubig

* Website: http://pretrain.nlpedia.ai/ 

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SpanNER: Named Entity Re-/Recognition as Span Prediction



Jinlan Fu , Xuanjing Huang , Pengfei Liu

* Accepted by ACL 2021 (Main track) 

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SpanNer: Named Entity Re-/Recognition as Span Prediction



Jinlan Fu , Xuanjing Huang , Pengfei Liu

* Accepted by ACL 2021 

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XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation



Sebastian Ruder , Noah Constant , Jan Botha , Aditya Siddhant , Orhan Firat , Jinlan Fu , Pengfei Liu , Junjie Hu , Graham Neubig , Melvin Johnson


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EXPLAINABOARD: An Explainable Leaderboard for NLP



Pengfei Liu , Jinlan Fu , Yang Xiao , Weizhe Yuan , Shuaicheng Chang , Junqi Dai , Yixin Liu , Zihuiwen Ye , Graham Neubig


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