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A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases


Jan 15, 2022
Sumit Neelam , Udit Sharma , Hima Karanam , Shajith Ikbal , Pavan Kapanipathi , Ibrahim Abdelaziz , Nandana Mihindukulasooriya , Young-Suk Lee , Santosh Srivastava , Cezar Pendus , Saswati Dana , Dinesh Garg , Achille Fokoue , G P Shrivatsa Bhargav , Dinesh Khandelwal , Srinivas Ravishankar , Sairam Gurajada , Maria Chang , Rosario Uceda-Sosa , Salim Roukos , Alexander Gray , Guilherme Lima , Ryan Riegel , Francois Luus , L Venkata Subramaniam

* 7 pages, 2 figures, 7 tables. arXiv admin note: substantial text overlap with arXiv:2109.13430 

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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 Cross-Lingual IR from an English Retriever


Dec 15, 2021
Yulong Li , Martin Franz , Md Arafat Sultan , Bhavani Iyer , Young-Suk Lee , Avirup Sil

* 6 pages 

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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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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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Ensembling Graph Predictions for AMR Parsing


Oct 18, 2021
Hoang Thanh Lam , Gabriele Picco , Yufang Hou , Young-Suk Lee , Lam M. Nguyen , Dzung T. Phan , Vanessa L贸pez , Ramon Fernandez Astudillo

* Accepted at NeurIPS 2021 

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SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases


Sep 28, 2021
Sumit Neelam , Udit Sharma , Hima Karanam , Shajith Ikbal , Pavan Kapanipathi , Ibrahim Abdelaziz , Nandana Mihindukulasooriya , Young-Suk Lee , Santosh Srivastava , Cezar Pendus , Saswati Dana , Dinesh Garg , Achille Fokoue , G P Shrivatsa Bhargav , Dinesh Khandelwal , Srinivas Ravishankar , Sairam Gurajada , Maria Chang , Rosario Uceda-Sosa , Salim Roukos , Alexander Gray , Guilherme LimaRyan Riegel , Francois Luus , L Venkata Subramaniam


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Bootstrapping Multilingual AMR with Contextual Word Alignments


Feb 03, 2021
Janaki Sheth , Young-Suk Lee , Ramon Fernandez Astudillo , Tahira Naseem , Radu Florian , Salim Roukos , Todd Ward


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Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning


Dec 03, 2020
Pavan Kapanipathi , Ibrahim Abdelaziz , Srinivas Ravishankar , Salim Roukos , Alexander Gray , Ramon Astudillo , Maria Chang , Cristina Cornelio , Saswati Dana , Achille Fokoue , Dinesh Garg , Alfio Gliozzo , Sairam Gurajada , Hima Karanam , Naweed Khan , Dinesh Khandelwal , Young-Suk Lee , Yunyao Li , Francois Luus , Ndivhuwo Makondo , Nandana Mihindukulasooriya , Tahira Naseem , Sumit Neelam , Lucian Popa , Revanth Reddy , Ryan Riegel , Gaetano Rossiello , Udit Sharma , G P Shrivatsa Bhargav , Mo Yu


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Pushing the Limits of AMR Parsing with Self-Learning


Oct 20, 2020
Young-Suk Lee , Ramon Fernandez Astudillo , Tahira Naseem , Revanth Gangi Reddy , Radu Florian , Salim Roukos

* Accepted to Findings of EMNLP2020, open review https://openreview.net/forum?id=4q5-oJgLiO, code https://github.com/IBM/transition-amr-parser 

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