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Extracting evidence of supplement-drug interactions from literature

Sep 17, 2019
Lucy Lu Wang, Oyvind Tafjord, Sarthak Jain, Arman Cohan, Sam Skjonsberg, Carissa Schoenick, Nick Botner, Waleed Ammar

* 11 pages, 2 figures, 3 tables 

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Structural Scaffolds for Citation Intent Classification in Scientific Publications

Apr 02, 2019
Arman Cohan, Waleed Ammar, Madeleine van Zuylen, Field Cady

* NAACL 2019 

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ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

Feb 21, 2019
Mark Neumann, Daniel King, Iz Beltagy, Waleed Ammar


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Improving Distant Supervision with Maxpooled Attention and Sentence-Level Supervision

Oct 30, 2018
Iz Beltagy, Kyle Lo, Waleed Ammar


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Ontology Alignment in the Biomedical Domain Using Entity Definitions and Context

Jun 20, 2018
Lucy Lu Wang, Chandra Bhagavatula, Mark Neumann, Kyle Lo, Chris Wilhelm, Waleed Ammar

* ACL 2018 BioNLP workshop 

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Extracting Scientific Figures with Distantly Supervised Neural Networks

May 30, 2018
Noah Siegel, Nicholas Lourie, Russell Power, Waleed Ammar

* 10 pages, 5 figures, paper accepted at JCDL 2018 

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Construction of the Literature Graph in Semantic Scholar

May 06, 2018
Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, Iz Beltagy, Miles Crawford, Doug Downey, Jason Dunkelberger, Ahmed Elgohary, Sergey Feldman, Vu Ha, Rodney Kinney, Sebastian Kohlmeier, Kyle Lo, Tyler Murray, Hsu-Han Ooi, Matthew Peters, Joanna Power, Sam Skjonsberg, Lucy Lu Wang, Chris Wilhelm, Zheng Yuan, Madeleine van Zuylen, Oren Etzioni

* To appear in NAACL 2018 industry track 

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A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications

Apr 25, 2018
Dongyeop Kang, Waleed Ammar, Bhavana Dalvi, Madeleine van Zuylen, Sebastian Kohlmeier, Eduard Hovy, Roy Schwartz

* NAACL 2018 

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Content-Based Citation Recommendation

Feb 22, 2018
Chandra Bhagavatula, Sergey Feldman, Russell Power, Waleed Ammar

* NAACL 2018 

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Ontology-Aware Token Embeddings for Prepositional Phrase Attachment

May 08, 2017
Pradeep Dasigi, Waleed Ammar, Chris Dyer, Eduard Hovy

* ACL 2017 

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Semi-supervised sequence tagging with bidirectional language models

Apr 29, 2017
Matthew E. Peters, Waleed Ammar, Chandra Bhagavatula, Russell Power

* To appear in ACL 2017 

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DyNet: The Dynamic Neural Network Toolkit

Jan 15, 2017
Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, Pengcheng Yin

* 33 pages 

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Many Languages, One Parser

Jul 26, 2016
Waleed Ammar, George Mulcaire, Miguel Ballesteros, Chris Dyer, Noah A. Smith


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Massively Multilingual Word Embeddings

May 21, 2016
Waleed Ammar, George Mulcaire, Yulia Tsvetkov, Guillaume Lample, Chris Dyer, Noah A. Smith


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Unsupervised POS Induction with Word Embeddings

Mar 23, 2015
Chu-Cheng Lin, Waleed Ammar, Chris Dyer, Lori Levin

* NAACL 2015 

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Conditional Random Field Autoencoders for Unsupervised Structured Prediction

Nov 10, 2014
Waleed Ammar, Chris Dyer, Noah A. Smith


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