Title
Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks Carlos Aspillaga Andrés Carvallo Vladimir Araujo ELM 69 31 0 14 Feb 2020
fastai: A Layered API for Deep Learning Jeremy Howard Sylvain Gugger AI4CE 135 872 0 11 Feb 2020
Explaining Explanations: Axiomatic Feature Interactions for Deep Networks Joseph D. Janizek Pascal Sturmfels Su-In Lee FAtt 85 149 0 10 Feb 2020
Blank Language Models T. Shen Victor Quach Regina Barzilay Tommi Jaakkola 288 73 0 08 Feb 2020
Consistency of a Recurrent Language Model With Respect to Incomplete Decoding Sean Welleck Ilia Kulikov Jaedeok Kim Richard Yuanzhe Pang Kyunghyun Cho 91 67 0 06 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 137 175 0 02 Feb 2020
Conversations with Documents. An Exploration of Document-Centered Assistance Maartje ter Hoeve Robert Sim E. Nouri Adam Fourney Maarten de Rijke Ryen W. White 59 38 0 27 Jan 2020
Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus Bang Liu Haojie Wei Di Niu Haolan Chen Yancheng He 88 93 0 27 Jan 2020
FlauBERT: Unsupervised Language Model Pre-training for French Hang Le Loïc Vial Jibril Frej Vincent Segonne Maximin Coavoux Benjamin Lecouteux A. Allauzen Benoît Crabbé Laurent Besacier D. Schwab AI4CE 111 401 0 11 Dec 2019
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao T. Zhao 137 563 0 08 Nov 2019
ERASER: A Benchmark to Evaluate Rationalized NLP Models Jay DeYoung Sarthak Jain Nazneen Rajani Eric P. Lehman Caiming Xiong R. Socher Byron C. Wallace 163 640 0 08 Nov 2019
Harnessing the linguistic signal to predict scalar inferences Sebastian Schuster Yuxing Chen Judith Degen 103 34 0 31 Oct 2019
Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch Kaiyang Zhou Tao Xiang 147 119 0 22 Oct 2019
End-to-End Bias Mitigation by Modelling Biases in Corpora Rabeeh Karimi Mahabadi Yonatan Belinkov James Henderson 154 181 0 13 Sep 2019
The Limitations of Stylometry for Detecting Machine-Generated Fake News Tal Schuster R. Schuster Darsh J. Shah Regina Barzilay DeLMO 139 128 0 26 Aug 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 200 1,974 0 24 Jul 2019