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Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features


Jul 14, 2021
Hannah Rashkin, David Reitter, Gaurav Singh Tomar, Dipanjan Das

* ACL 2021 

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The MultiBERTs: BERT Reproductions for Robustness Analysis


Jun 30, 2021
Thibault Sellam, Steve Yadlowsky, Jason Wei, Naomi Saphra, Alexander D'Amour, Tal Linzen, Jasmijn Bastings, Iulia Turc, Jacob Eisenstein, Dipanjan Das, Ian Tenney, Ellie Pavlick

* Checkpoints and example analyses: http://goo.gle/multiberts 

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Decontextualization: Making Sentences Stand-Alone


Feb 09, 2021
Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, Tom Kwiatkowski, Dipanjan Das, Michael Collins

* To appear in Transactions of the Association for Computational Linguistics (TACL) 

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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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BLEURT: Learning Robust Metrics for Text Generation


May 14, 2020
Thibault Sellam, Dipanjan Das, Ankur P. Parikh

* Accepted at ACL 2020 

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Variational Clustering: Leveraging Variational Autoencoders for Image Clustering


May 10, 2020
Vignesh Prasad, Dipanjan Das, Brojeshwar Bhowmick

* IJCNN 2020 

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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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Syntactic Data Augmentation Increases Robustness to Inference Heuristics


Apr 24, 2020
Junghyun Min, R. Thomas McCoy, Dipanjan Das, Emily Pitler, Tal Linzen

* ACL 2020 

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Handling Divergent Reference Texts when Evaluating Table-to-Text Generation


Jun 03, 2019
Bhuwan Dhingra, Manaal Faruqui, Ankur Parikh, Ming-Wei Chang, Dipanjan Das, William W. Cohen

* To appear at ACL 2019 

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What do you learn from context? Probing for sentence structure in contextualized word representations


May 15, 2019
Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang, Adam Poliak, R Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das, Ellie Pavlick

* ICLR 2019 camera-ready version, 17 pages including appendices 

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BERT Rediscovers the Classical NLP Pipeline


May 15, 2019
Ian Tenney, Dipanjan Das, Ellie Pavlick

* Accepted to ACL 2019 

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Text Generation with Exemplar-based Adaptive Decoding


Apr 10, 2019
Hao Peng, Ankur P. Parikh, Manaal Faruqui, Bhuwan Dhingra, Dipanjan Das

* NAACL 2019 

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Deep Representation Learning Characterized by Inter-class Separation for Image Clustering


Jan 19, 2019
Dipanjan Das, Ratul Ghosh, Brojeshwar Bhowmick

* Published in WACV, 2019 

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Epipolar Geometry based Learning of Multi-view Depth and Ego-Motion from Monocular Sequences


Jan 07, 2019
Vignesh Prasad, Dipanjan Das, Brojeshwar Bhowmick

* ICVGIP 2018 Best Paper Award. Extension of our work accepted at WACV 2019, available at arXiv:1812.08370 

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Learning To Split and Rephrase From Wikipedia Edit History


Aug 28, 2018
Jan A. Botha, Manaal Faruqui, John Alex, Jason Baldridge, Dipanjan Das

* Proc. of EMNLP 2018 

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WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse


Aug 28, 2018
Manaal Faruqui, Ellie Pavlick, Ian Tenney, Dipanjan Das

* Proc. of EMNLP 2018 

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Identifying Well-formed Natural Language Questions


Aug 28, 2018
Manaal Faruqui, Dipanjan Das

* Proc. of EMNLP 2018 

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Learning Recurrent Span Representations for Extractive Question Answering


Mar 17, 2017
Kenton Lee, Shimi Salant, Tom Kwiatkowski, Ankur Parikh, Dipanjan Das, Jonathan Berant


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A Decomposable Attention Model for Natural Language Inference


Sep 25, 2016
Ankur P. Parikh, Oscar Täckström, Dipanjan Das, Jakob Uszkoreit

* 7 pages, 1 figure, Proceeedings of EMNLP 2016 

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A Universal Part-of-Speech Tagset


Apr 11, 2011
Slav Petrov, Dipanjan Das, Ryan McDonald


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