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Rationales for Sequential Predictions


Sep 14, 2021
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


Sep 10, 2021
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


Sep 07, 2021
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


Apr 08, 2021
Steven Cao, Victor Sanh, Alexander M. Rush

* NAACL-HLT 2021 

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How Many Data Points is a Prompt Worth?


Apr 06, 2021
Teven Le Scao, Alexander M. Rush

* NAACL HLT 2021 

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Named Tensor Notation


Feb 25, 2021
David Chiang, Alexander M. Rush, Boaz Barak


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Parameter-Efficient Transfer Learning with Diff Pruning


Dec 14, 2020
Demi Guo, Alexander M. Rush, Yoon Kim


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Learning from others' mistakes: Avoiding dataset biases without modeling them


Dec 02, 2020
Victor Sanh, Thomas Wolf, Yonatan Belinkov, Alexander M. Rush

* 15 pages, 6 figures, 6 tables 

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EdgeBERT: Optimizing On-Chip Inference for Multi-Task NLP


Dec 01, 2020
Thierry Tambe, Coleman Hooper, Lillian Pentecost, En-Yu Yang, Marco Donato, Victor Sanh, Alexander M. Rush, David Brooks, Gu-Yeon Wei

* 11 pages plus references 

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Latent Template Induction with Gumbel-CRFs


Nov 29, 2020
Yao Fu, Chuanqi Tan, Bin Bi, Mosha Chen, Yansong Feng, Alexander M. Rush

* NeurIPS 2020 camera ready 

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Sequence-Level Mixed Sample Data Augmentation


Nov 18, 2020
Demi Guo, Yoon Kim, Alexander M. Rush

* EMNLP 2020 

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Adversarial Semantic Collisions


Nov 09, 2020
Congzheng Song, Alexander M. Rush, Vitaly Shmatikov


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Scaling Hidden Markov Language Models


Nov 09, 2020
Justin T. Chiu, Alexander M. Rush

* EMNLP 2020 
* 9 pages, accepted as a short paper at EMNLP 2020 

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Pre-trained Summarization Distillation


Oct 28, 2020
Sam Shleifer, Alexander M. Rush


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Cascaded Text Generation with Markov Transformers


Jun 01, 2020
Yuntian Deng, Alexander M. Rush


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What is Learned in Visually Grounded Neural Syntax Acquisition


May 18, 2020
Noriyuki Kojima, Hadar Averbuch-Elor, Alexander M. Rush, Yoav Artzi

* In ACL 2020 

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Movement Pruning: Adaptive Sparsity by Fine-Tuning


May 15, 2020
Victor Sanh, Thomas Wolf, Alexander M. Rush

* 12 pages, 6 figures, 3 tables 

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Posterior Control of Blackbox Generation


May 10, 2020
Xiang Lisa Li, Alexander M. Rush

* Accepted for publication at ACL 2020 

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Automating Botnet Detection with Graph Neural Networks


Mar 13, 2020
Jiawei Zhou, Zhiying Xu, Alexander M. Rush, Minlan Yu

* AutoML for Networking and Systems Workshop of MLSys 2020 Conference 
* Data and code available https://github.com/harvardnlp/botnet-detection . Accepted as a workshop paper in MLSys 2020 Conference 

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Torch-Struct: Deep Structured Prediction Library


Feb 03, 2020
Alexander M. Rush


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A Hierarchy of Graph Neural Networks Based on Learnable Local Features


Nov 13, 2019
Michael Lingzhi Li, Meng Dong, Jiawei Zhou, Alexander M. Rush


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Encoder-Agnostic Adaptation for Conditional Language Generation


Sep 11, 2019
Zachary M. Ziegler, Luke Melas-Kyriazi, Sebastian Gehrmann, Alexander M. Rush


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Neural Linguistic Steganography


Sep 03, 2019
Zachary M. Ziegler, Yuntian Deng, Alexander M. Rush

* EMNLP 2019 Accepted 

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Commonsense Knowledge Mining from Pretrained Models


Sep 02, 2019
Joshua Feldman, Joe Davison, Alexander M. Rush


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Compound Probabilistic Context-Free Grammars for Grammar Induction


Aug 18, 2019
Yoon Kim, Chris Dyer, Alexander M. Rush

* ACL 2019 

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Simple Unsupervised Summarization by Contextual Matching


Jul 31, 2019
Jiawei Zhou, Alexander M. Rush

* Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019 

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