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Md Arafat Sultan

IBM Research AI, T.J. Watson Research Center, New York, USA

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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End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training


Dec 02, 2020
Revanth Gangi Reddy, Bhavani Iyer, Md Arafat Sultan, Rong Zhang, Avi Sil, Vittorio Castelli, Radu Florian, Salim Roukos

* Preprint 

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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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Improved Synthetic Training for Reading Comprehension


Oct 24, 2020
Yanda Chen, Md Arafat Sultan, Vittorio Castelli

* 11 pages, 2 figures 

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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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GPT-too: A language-model-first approach for AMR-to-text generation


May 27, 2020
Manuel Mager, Ramon Fernandez Astudillo, Tahira Naseem, Md Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos

* Paper accepted to the Annual Meeting of the Association for Computational Linguistics (ACL 2020) 

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