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The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics


Feb 03, 2021
Sebastian Gehrmann, Tosin Adewumi, Karmanya Aggarwal, Pawan Sasanka Ammanamanchi, Aremu Anuoluwapo, Antoine Bosselut, Khyathi Raghavi Chandu, Miruna Clinciu, Dipanjan Das, Kaustubh D. Dhole, Wanyu Du, Esin Durmus, Ondřej Dušek, Chris Emezue, Varun Gangal, Cristina Garbacea, Tatsunori Hashimoto, Yufang Hou, Yacine Jernite, Harsh Jhamtani, Yangfeng Ji, Shailza Jolly, Dhruv Kumar, Faisal Ladhak, Aman Madaan, Mounica Maddela, Khyati Mahajan, Saad Mahamood, Bodhisattwa Prasad Majumder, Pedro Henrique Martins, Angelina McMillan-Major, Simon Mille, Emiel van Miltenburg, Moin Nadeem, Shashi Narayan, Vitaly Nikolaev, Rubungo Andre Niyongabo, Salomey Osei, Ankur Parikh, Laura Perez-Beltrachini, Niranjan Ramesh Rao, Vikas Raunak, Juan Diego Rodriguez, Sashank Santhanam, João Sedoc, Thibault Sellam, Samira Shaikh, Anastasia Shimorina, Marco Antonio Sobrevilla Cabezudo, Hendrik Strobelt, Nishant Subramani, Wei Xu, Diyi Yang, Akhila Yerukola, Jiawei Zhou


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Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task


Oct 19, 2020
Thibault Sellam, Amy Pu, Hyung Won Chung, Sebastian Gehrmann, Qijun Tan, Markus Freitag, Dipanjan Das, Ankur P. Parikh


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The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models


Aug 12, 2020
Ian Tenney, James Wexler, Jasmijn Bastings, Tolga Bolukbasi, Andy Coenen, Sebastian Gehrmann, Ellen Jiang, Mahima Pushkarna, Carey Radebaugh, Emily Reif, Ann Yuan


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Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics


May 22, 2020
Payel Das, Tom Sercu, Kahini Wadhawan, Inkit Padhi, Sebastian Gehrmann, Flaviu Cipcigan, Vijil Chenthamarakshan, Hendrik Strobelt, Cicero dos Santos, Pin-Yu Chen, Yi Yan Yang, Jeremy Tan, James Hedrick, Jason Crain, Aleksandra Mojsilovic


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ToTTo: A Controlled Table-To-Text Generation Dataset


Apr 30, 2020
Ankur P. Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das


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Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias


Apr 26, 2020
Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov, Sharon Qian, Daniel Nevo, Yaron Singer, Stuart Shieber


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A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients


Mar 06, 2020
Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote, Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi

* Accepted at LREC 2020 

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Memory-Augmented Recurrent Neural Networks Can Learn Generalized Dyck Languages


Nov 08, 2019
Mirac Suzgun, Sebastian Gehrmann, Yonatan Belinkov, Stuart M. Shieber


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exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models


Oct 11, 2019
Benjamin Hoover, Hendrik Strobelt, Sebastian Gehrmann


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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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Visual Interaction with Deep Learning Models through Collaborative Semantic Inference


Jul 24, 2019
Sebastian Gehrmann, Hendrik Strobelt, Robert Krüger, Hanspeter Pfister, Alexander M. Rush

* IEEE VIS 2019 (VAST) 

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GLTR: Statistical Detection and Visualization of Generated Text


Jun 10, 2019
Sebastian Gehrmann, Hendrik Strobelt, Alexander M. Rush

* ACL 2019 Demo Track 

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LSTM Networks Can Perform Dynamic Counting


Jun 09, 2019
Mirac Suzgun, Sebastian Gehrmann, Yonatan Belinkov, Stuart M. Shieber

* ACL 2019 Workshop on Deep Learning and Formal Languages 

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Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation


Apr 15, 2019
Sebastian Gehrmann, Steven Layne, Franck Dernoncourt

* NAACL 2019 

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Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models


Oct 16, 2018
Hendrik Strobelt, Sebastian Gehrmann, Michael Behrisch, Adam Perer, Hanspeter Pfister, Alexander M. Rush

* VAST - IEEE VIS 2018 

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End-to-End Content and Plan Selection for Data-to-Text Generation


Oct 10, 2018
Sebastian Gehrmann, Falcon Z. Dai, Henry Elder, Alexander M. Rush

* INLG 2018 

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Bottom-Up Abstractive Summarization


Oct 09, 2018
Sebastian Gehrmann, Yuntian Deng, Alexander M. Rush

* EMNLP 2018 

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LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks


Oct 30, 2017
Hendrik Strobelt, Sebastian Gehrmann, Hanspeter Pfister, Alexander M. Rush

* InfoVis 2017 

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Comparing Rule-Based and Deep Learning Models for Patient Phenotyping


Mar 25, 2017
Sebastian Gehrmann, Franck Dernoncourt, Yeran Li, Eric T. Carlson, Joy T. Wu, Jonathan Welt, John Foote Jr., Edward T. Moseley, David W. Grant, Patrick D. Tyler, Leo Anthony Celi


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