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GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions


Jun 21, 2022
Scott McCarley , Mihaela Bornea , Sara Rosenthal , Anthony Ferritto , Md Arafat Sultan , Avirup Sil , Radu Florian


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Not to Overfit or Underfit? A Study of Domain Generalization in Question Answering


May 15, 2022
Md Arafat Sultan , Avirup Sil , Radu Florian


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Inducing and Using Alignments for Transition-based AMR Parsing


May 03, 2022
Andrew Drozdov , Jiawei Zhou , Radu Florian , Andrew McCallum , Tahira Naseem , Yoon Kim , Ramon Fernandez Astudillo

* Accepted at NAACL 2022 

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Synthetic Target Domain Supervision for Open Retrieval QA


Apr 20, 2022
Revanth Gangi Reddy , Bhavani Iyer , Md Arafat Sultan , Rong Zhang , Avirup Sil , Vittorio Castelli , Radu Florian , Salim Roukos

* Published at SIGIR 2021 

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A Generative Model for Relation Extraction and Classification


Feb 26, 2022
Jian Ni , Gaetano Rossiello , Alfio Gliozzo , Radu Florian


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DocAMR: Multi-Sentence AMR Representation and Evaluation


Dec 15, 2021
Tahira Naseem , Austin Blodgett , Sadhana Kumaravel , Tim O'Gorman , Young-Suk Lee , Jeffrey Flanigan , Ram贸n Fernandez Astudillo , Radu Florian , Salim Roukos , Nathan Schneider


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Learning to Transpile AMR into SPARQL


Dec 15, 2021
Mihaela Bornea , Ramon Fernandez Astudillo , Tahira Naseem , Nandana Mihindukulasooriya , Ibrahim Abdelaziz , Pavan Kapanipathi , Radu Florian , Salim Roukos


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Maximum Bayes Smatch Ensemble Distillation for AMR Parsing


Dec 14, 2021
Young-Suk Lee , Ramon Fernandez Astudillo , Thanh Lam Hoang , Tahira Naseem , Radu Florian , Salim Roukos


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Do Answers to Boolean Questions Need Explanations? Yes


Dec 14, 2021
Sara Rosenthal , Mihaela Bornea , Avirup Sil , Radu Florian , Scott McCarley

* 9 pages 

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Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing


Oct 29, 2021
Jiawei Zhou , Tahira Naseem , Ram贸n Fernandez Astudillo , Young-Suk Lee , Radu Florian , Salim Roukos

* EMNLP 2021 main conference 

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