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PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts



Stephen H. Bach , Victor Sanh , Zheng-Xin Yong , Albert Webson , Colin Raffel , Nihal V. Nayak , Abheesht Sharma , Taewoon Kim , M Saiful Bari , Thibault Fevry , Zaid Alyafeai , Manan Dey , Andrea Santilli , Zhiqing Sun , Srulik Ben-David , Canwen Xu , Gunjan Chhablani , Han Wang , Jason Alan Fries , Maged S. Al-shaibani , Shanya Sharma , Urmish Thakker , Khalid Almubarak , Xiangru Tang , Xiangru Tang , Mike Tian-Jian Jiang , Alexander M. Rush


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Low-Rank Constraints for Fast Inference in Structured Models



Justin T. Chiu , Yuntian Deng , Alexander M. Rush

* 22 pages. Published at NeurIPS 2021 

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GenNI: Human-AI Collaboration for Data-Backed Text Generation



Hendrik Strobelt , Jambay Kinley , Robert Krueger , Johanna Beyer , Hanspeter Pfister , Alexander M. Rush

* IEEE VIS 2021 

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Multitask Prompted Training Enables Zero-Shot Task Generalization



Victor Sanh , Albert Webson , Colin Raffel , Stephen H. Bach , Lintang Sutawika , Zaid Alyafeai , Antoine Chaffin , Arnaud Stiegler , Teven Le Scao , Arun Raja , Manan Dey , M Saiful Bari , Canwen Xu , Urmish Thakker , Shanya Sharma Sharma , Eliza Szczechla , Taewoon Kim , Gunjan Chhablani , Nihal Nayak , Debajyoti Datta , Jonathan Chang , Mike Tian-Jian Jiang , Han Wang , Matteo Manica , Sheng Shen , Zheng Xin Yong , Harshit Pandey , Rachel Bawden , Thomas Wang , Trishala Neeraj , Jos Rozen , Abheesht Sharma , Andrea Santilli , Thibault Fevry , Jason Alan Fries , Ryan Teehan , Stella Biderman , Leo Gao , Tali Bers , Thomas Wolf , Alexander M. Rush

* https://github.com/bigscience-workshop/promptsource/ 

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Rationales for Sequential Predictions



Keyon Vafa , Yuntian Deng , David M. Blei , Alexander M. Rush

* To appear in the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021) 

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Block Pruning For Faster Transformers



François Lagunas , Ella Charlaix , Victor Sanh , Alexander M. Rush

* EMNLP 2021. Code, hyper-parameters, evaluation results and checkpoints available at https://github.com/huggingface/nn_pruning 

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Datasets: A Community Library for Natural Language Processing



Quentin Lhoest , Albert Villanova del Moral , Yacine Jernite , Abhishek Thakur , Patrick von Platen , Suraj Patil , Julien Chaumond , Mariama Drame , Julien Plu , Lewis Tunstall , Joe Davison , Mario Šaško , Gunjan Chhablani , Bhavitvya Malik , Simon Brandeis , Teven Le Scao , Victor Sanh , Canwen Xu , Nicolas Patry , Angelina McMillan-Major , Philipp Schmid , Sylvain Gugger , Clément Delangue , Théo Matussière , Lysandre Debut , Stas Bekman , Pierric Cistac , Thibault Goehringer , Victor Mustar , François Lagunas , Alexander M. Rush , Thomas Wolf

* EMNLP Demo 2021 

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Low-Complexity Probing via Finding Subnetworks



Steven Cao , Victor Sanh , Alexander M. Rush

* NAACL-HLT 2021 

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How Many Data Points is a Prompt Worth?



Teven Le Scao , Alexander M. Rush

* NAACL HLT 2021 

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