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AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry


Jun 24, 2021
Yannis Katsis, Saneem Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti


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CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question Answering


Jun 09, 2021
Feifei Pan, Mustafa Canim, Michael Glass, Alfio Gliozzo, Peter Fox


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CLTR: An End-to-End, Transformer-Based System for Cell Level TableRetrieval and Table Question Answering


Jun 08, 2021
Feifei Pan, Mustafa Canim, Michael Glass, Alfio Gliozzo, Peter Fox


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Capturing Row and Column Semantics in Transformer Based Question Answering over Tables


Apr 26, 2021
Michael Glass, Mustafa Canim, Alfio Gliozzo, Saneem Chemmengath, Vishwajeet Kumar, Rishav Chakravarti, Avi Sil, Feifei Pan, Samarth Bharadwaj, Nicolas Rodolfo Fauceglia

* To appear at NAACL 2021 

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Zero-shot Slot Filling with DPR and RAG


Apr 17, 2021
Michael Glass, Gaetano Rossiello, Alfio Gliozzo


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Scalable Hierarchical Clustering with Tree Grafting


Dec 31, 2019
Nicholas Monath, Ari Kobren, Akshay Krishnamurthy, Michael Glass, Andrew McCallum

* 23 pages (appendix included), published at KDD 2019 

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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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