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This paper studies the end-to-end construction of an NLP Knowledge Graph (KG) from scientific papers.
Word association norms, mutual information, and lexicography
Kenneth Ward Church and Patrick Hanks. 1990 · 1990
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Automatic acquisition of hyponyms from large text corpora
Marti A. Hearst. 1992 · 1992
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Automatic classification of citation function
Simone Teufel, Advaith Siddharthan, and Dan Tidhar. 2006 · 2006
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SemEval-2010 task 5 : Automatic keyphrase extraction from scientific articles
Su Nam Kim, Olena Medelyan, Min-Yen Kan, and Timothy Baldwin. 2010 · 2010
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Analyzing the dynamics of research by extracting key aspects of scientific papers
Sonal Gupta and Christopher Manning. 2011 · 2011
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Purpose and polarity of citation: Towards NLP-based bibliometrics
Amjad Abu-Jbara, Jefferson Ezra, and Dragomir Radev. 2013 · 2013
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Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013 · 2013
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Concept-based analysis of scientific literature
Chen-Tse Tsai, Gourab Kundu, and Dan Roth. 2013 · 2013
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Automatic keyphrase extraction: A survey of the state of the art
Kazi Saidul Hasan and Vincent Ng. 2014 · 2014
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Annotation of computer science papers for semantic relation extraction
Yuka Tateisi, Yo Shidahara, Yusuke Miyao, and Akiko Aizawa. 2014 · 2014
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A large annotated corpus for learning natural language inference
Samuel R. Bowman, Gabor Angeli, Christopher Potts, and Christopher D. Manning. 2015 · 2015
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End-to-end relation extraction using LSTMs on sequences and tree structures
Makoto Miwa and Mohit Bansal. 2016 · 2016
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The ai2 system at semeval-2017 task 10 (scienceie): semi-supervised end-to-end entity and relation extraction
Waleed Ammar, Matthew Peters, Chandra Bhagavatula, and Russell Power. 2017 · 2017
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SemEval 2017 task 10: ScienceIE - extracting keyphrases and relations from scientific publications
Isabelle Augenstein, Mrinal Das, Sebastian Riedel, Lakshmi Vikraman, and Andrew McCallum. 2017 · 2017
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Multi-task learning of keyphrase boundary classification
Isabelle Augenstein and Anders Søgaard. 2017 · 2017
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End-to-end neural coreference resolution
Kenton Lee, Luheng He, Mike Lewis, and Luke Zettlemoyer. 2017 · 2017
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Scientific information extraction with semi-supervised neural tagging
FLAIR: An easy-to-use framework for state-of-the-art NLP
Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, and Roland Vollgraf. 2019 · 2019
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SciBERT: A pretrained language model for scientific text
Iz Beltagy, Kyle Lo, and Arman Cohan. 2019 · 2019
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BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Identification of tasks, datasets, evaluation metrics, and numeric scores for scientific leaderboards construction
Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, and Debasis Ganguly. 2019 · 2019
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Sentence-BERT: Sentence embeddings using Siamese BERT-networks
Nils Reimers and Iryna Gurevych. 2019 · 2019
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Yi Luan, Mari Ostendorf, and Hannaneh Hajishirzi. 2017 · 2017
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Construction of the literature graph in semantic scholar
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 Wang, Chris Willhelm, Zheng Yuan, Madeleine van Zuylen, and Oren Etzioni. 2018 · 2018
Cited alongside, same era.
Semeval-2018 task 7: Semantic relation extraction and classification in scientific papers
Kata Gábor, Davide Buscaldi, Anne-Kathrin Schumann, Behrang QasemiZadeh, Haïfa Zargayouna, and Thierry Charnois. 2018 · 2018
Cited alongside, same era.
SemEval-2018 task 7: Semantic relation extraction and classification in scientific papers
Kata Gábor, Davide Buscaldi, Anne-Kathrin Schumann, Behrang QasemiZadeh, Haïfa Zargayouna, and Thierry Charnois. 2018 · 2018
Cited alongside, same era.
Measuring the evolution of a scientific field through citation frames
David Jurgens, Srijan Kumar, Raine Hoover, Dan McFarland, and Dan Jurafsky. 2018 · 2018
Cited alongside, same era.
Multi-task identification of entities, relations, and coreference for scientific knowledge graph construction
Yi Luan, Luheng He, Mari Ostendorf, and Hannaneh Hajishirzi. 2018 · 2018
Cited alongside, same era.
David Wadden, Ulme Wennberg, Yi Luan, and Hannaneh Hajishirzi. 2019 · 2019
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SciREX: A challenge dataset for document-level information extraction
Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, and Iz Beltagy. 2020 · 2020
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Revisiting evaluation of knowledge base completion models
Pouya Pezeshkpour, Yifan Tian, and Sameer Singh. 2020 · 2020
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A re-evaluation of knowledge graph completion methods
Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar, and Yiming Yang. 2020 · 2020
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TDMSci: A specialized corpus for scientific literature entity tagging of tasks datasets and metrics
Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, and Debasis Ganguly. 2021 · 2021
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