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Focus Attention: Promoting Faithfulness and Diversity in Summarization


May 25, 2021
Rahul Aralikatte, Shashi Narayan, Joshua Maynez, Sascha Rothe, Ryan McDonald

* ACL 2021 

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Planning with Entity Chains for Abstractive Summarization


Apr 15, 2021
Shashi Narayan, Yao Zhao, Joshua Maynez, Gonçalo Simoes, Ryan McDonald

* 11 pages 

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Stepwise Extractive Summarization and Planning with Structured Transformers


Oct 06, 2020
Shashi Narayan, Joshua Maynez, Jakub Adamek, Daniele Pighin, Blaž Bratanič, Ryan McDonald

* 17 pages, EMNLP 2020 

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RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble


Oct 01, 2020
Michael Bendersky, Honglei Zhuang, Ji Ma, Shuguang Han, Keith Hall, Ryan McDonald

* 14 pages 

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BIOMRC: A Dataset for Biomedical Machine Reading Comprehension


May 13, 2020
Petros Stavropoulos, Dimitris Pappas, Ion Androutsopoulos, Ryan McDonald

* 10 pages, 4 figures, 5 tables 

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On Faithfulness and Factuality in Abstractive Summarization


May 02, 2020
Joshua Maynez, Shashi Narayan, Bernd Bohnet, Ryan McDonald

* ACL 2020, 14 pages 

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Zero-shot Neural Retrieval via Domain-targeted Synthetic Query Generation


Apr 29, 2020
Ji Ma, Ivan Korotkov, Yinfei Yang, Keith Hall, Ryan McDonald

* 5 pages, 2 figures 

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Measuring Domain Portability and ErrorPropagation in Biomedical QA


Sep 24, 2019
Stefan Hosein, Daniel Andor, Ryan McDonald


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Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors


Jun 20, 2019
Sotiris Kotitsas, Dimitris Pappas, Ion Androutsopoulos, Ryan McDonald, Marianna Apidianaki

* Proceedings of the 18th Workshop on Biomedical Natural Language Processing (BioNLP 2019) of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), Florence, Italy, 2019 

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AUEB at BioASQ 6: Document and Snippet Retrieval


Sep 15, 2018
Georgios-Ioannis Brokos, Polyvios Liosis, Ryan McDonald, Dimitris Pappas, Ion Androutsopoulos

* In Proceedings of the workshop BioASQ: Large-scale Biomedical Semantic Indexing and Question Answering, at the Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, Belgium, 2018. arXiv admin note: text overlap with arXiv:1809.01682 

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Deep Relevance Ranking Using Enhanced Document-Query Interactions


Sep 11, 2018
Ryan McDonald, Georgios-Ioannis Brokos, Ion Androutsopoulos

* In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, Belgium, 2018 

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Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings


May 21, 2018
Bernd Bohnet, Ryan McDonald, Goncalo Simoes, Daniel Andor, Emily Pitler, Joshua Maynez

* ACL 2018 

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Natural Language Processing with Small Feed-Forward Networks


Aug 01, 2017
Jan A. Botha, Emily Pitler, Ji Ma, Anton Bakalov, Alex Salcianu, David Weiss, Ryan McDonald, Slav Petrov

* EMNLP 2017 short paper 

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Static and Dynamic Feature Selection in Morphosyntactic Analyzers


Mar 21, 2016
Bernd Bohnet, Miguel Ballesteros, Ryan McDonald, Joakim Nivre


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Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning


Jan 24, 2016
Manaal Faruqui, Ryan McDonald, Radu Soricut

* Transactions of the Association for Computational Linguistics (TACL) 2016 

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A Universal Part-of-Speech Tagset


Apr 11, 2011
Slav Petrov, Dipanjan Das, Ryan McDonald


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