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Improved Text Classification via Contrastive Adversarial Training


Jul 21, 2021
Lin Pan, Chung-Wei Hang, Avirup Sil, Saloni Potdar, Mo Yu


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VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension


Jun 02, 2021
Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian, Avirup Sil

* Accepted at ACL 2021 

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Towards Robust Neural Retrieval Models with Synthetic Pre-Training


Apr 15, 2021
Revanth Gangi Reddy, Vikas Yadav, Md Arafat Sultan, Martin Franz, Vittorio Castelli, Heng Ji, Avirup Sil


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Are Multilingual BERT models robust? A Case Study on Adversarial Attacks for Multilingual Question Answering


Apr 15, 2021
Sara Rosenthal, Mihaela Bornea, Avirup Sil


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Towards Confident Machine Reading Comprehension


Jan 20, 2021
Rishav Chakravarti, Avirup Sil


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Multilingual Transfer Learning for QA Using Translation as Data Augmentation


Dec 10, 2020
Mihaela Bornea, Lin Pan, Sara Rosenthal, Radu Florian, Avirup Sil

* AAAI 2021 

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Answer Span Correction in Machine Reading Comprehension


Nov 06, 2020
Revanth Gangi Reddy, Md Arafat Sultan, Efsun Sarioglu Kayi, Rong Zhang, Vittorio Castelli, Avirup Sil

* Accepted in Findings of EMNLP 2020 

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Multi-Stage Pre-training for Low-Resource Domain Adaptation


Oct 12, 2020
Rong Zhang, Revanth Gangi Reddy, Md Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward

* Accepted at EMNLP 2020 

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The TechQA Dataset


Nov 08, 2019
Vittorio Castelli, Rishav Chakravarti, Saswati Dana, Anthony Ferritto, Radu Florian, Martin Franz, Dinesh Garg, Dinesh Khandelwal, Scott McCarley, Mike McCawley, Mohamed Nasr, Lin Pan, Cezar Pendus, John Pitrelli, Saurabh Pujar, Salim Roukos, Andrzej Sakrajda, Avirup Sil, Rosario Uceda-Sosa, Todd Ward, Rong Zhang

* Long version of conference paper to be submitted 

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Ensembling Strategies for Answering Natural Questions


Nov 06, 2019
Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil

* arXiv admin note: text overlap with arXiv:1909.05286 

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Frustratingly Easy Natural Question Answering


Sep 11, 2019
Lin Pan, Rishav Chakravarti, Anthony Ferritto, Michael Glass, Alfio Gliozzo, Salim Roukos, Radu Florian, Avirup Sil


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Span Selection Pre-training for Question Answering


Sep 09, 2019
Michael Glass, Alfio Gliozzo, Rishav Chakravarti, Anthony Ferritto, Lin Pan, G P Shrivatsa Bhargav, Dinesh Garg, Avirup Sil


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CFO: A Framework for Building Production NLP Systems


Aug 30, 2019
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil

* Will appear in EMNLP 2019 

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Neural Cross-Lingual Coreference Resolution and its Application to Entity Linking


Jun 26, 2018
Gourab Kundu, Avirup Sil, Radu Florian, Wael Hamza

* ACL 2018 

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Neural Cross-Lingual Entity Linking


Dec 05, 2017
Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza

* Association for the Advancement of Artificial Intelligence (AAAI), 2018 

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One for All: Towards Language Independent Named Entity Linking


Dec 05, 2017
Avirup Sil, Radu Florian

* Association for Computational Linguistics (ACL), 2016 

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Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures


Jul 04, 2017
Lifu Huang, Avirup Sil, Heng Ji, Radu Florian

* EMNLP'2017 

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Toward Mention Detection Robustness with Recurrent Neural Networks


Feb 24, 2016
Thien Huu Nguyen, Avirup Sil, Georgiana Dinu, Radu Florian

* 13 pages, 11 tables, 3 figures 

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