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Determining coreference of concept mentions across multiple documents is a fundamental task in natural language understanding.
Sentence-BERT: Sentence embeddings using siamese bert-networks
Nils Reimers and Iryna Gurevych · 1908
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Hierarchical Grouping to Optimize an Objective Function
Joe H Ward Jr · 1963
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Automatic acquisition of hyponyms from large text corpora
Marti A Hearst · 1992
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Information retrieval based on conceptual distance in is-a hierarchies
J. Lee, M. Kim, and Yoon-Joon Lee · 1993
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A model-theoretic coreference scoring scheme
Marc Vilain, John Burger, John Aberdeen, Dennis Connolly, and Lynette Hirschman · 1995
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Entity-based cross-document coreferencing using the vector space model
Amit Bagga and Breck Baldwin · 1998
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Resolving event coreference with supervised representation learning and clustering-oriented regularization
Kian Kenyon-Dean, Jackie Chi Kit Cheung, and Doina Precup · 2001
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On coreference resolution performance metrics
Xiaoqiang Luo · 2005
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Neural models for reasoning over multiple mentions using coreference
Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William Cohen, and Ruslan Salakhutdinov · 2007
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Unsupervised ontology induction from text
Hoifung Poon and Pedro Domingos · 2010
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No noun phrase left behind: Detecting and typing unlinkable entities
Thomas Lin, Oren Etzioni, et al · 2012
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CoNLL-2012 shared task: Modeling multilingual unrestricted coreference in OntoNotes
Sameer Pradhan, Alessandro Moschitti, Nianwen Xue, Olga Uryupina, and Yuchen Zhang · 2012
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Adding context to semantic data-driven paraphrasing
Vered Shwartz and Ido Dagan · 2013
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Using a sledgehammer to crack a nut? Lexical Diversity and event coreference resolution
Agata Cybulska and Piek Vossen · 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
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Which coreference evaluation metric do you trust? a proposal for a link-based entity aware metric
Nafise Sadat Moosavi and Michael Strube · 2016
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Improving hypernymy detection with an integrated path-based and distributional method
Vered Shwartz, Yoav Goldberg, and Ido Dagan · 2016
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Exploring multiple feature spaces for novel entity discovery
Zhaohui Wu, Yang Song, and C Giles · 2016
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Multimodal word distributions
Ben Athiwaratkun and Andrew Wilson · 2017
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Semeval-2017 task 1: Semantic textual similarity multilingual and crosslingual focused evaluation
Daniel Cer, Mona Diab, Eneko Agirre, Iñigo Lopez-Gazpio, and Lucia Specia · 2017
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Event coreference resolution by iteratively unfolding inter-dependencies among events
Prafulla Kumar Choubey and Ruihong Huang · 2017
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Concept-map-based multi-document summarization using concept coreference resolution and global importance optimization
Tobias Falke, Christian M. Meyer, and Iryna Gurevych · 2017
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Accelerating innovation through analogy mining
Tom Hope, Joel Chan, Aniket Kittur, and Dafna Shahaf · 2017
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Billion-scale similarity search with gpus
Jeff Johnson, Matthijs Douze, and Hervé Jégou · 2017
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Entity, relation, and event extraction with contextualized span representations
David Wadden, Ulme Wennberg, Yi Luan, and Hannaneh Hajishirzi · 2019
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Do multi-hop readers dream of reasoning chains?
Haoyu Wang, Mo Yu, Xiaoxiao Guo, Rajarshi Das, Wenhan Xiong, and Tian Gao · 2019
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Longformer: The long-document transformer
Iz Beltagy, Matthew E. Peters, and Arman Cohan · 2020
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CoRefi: A crowd sourcing suite for coreference annotation
Ari Bornstein, Arie Cattan, and Ido Dagan · 2020
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Don’t stop pretraining: Adapt language models to domains and tasks
Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, and Noah A. Smith · 2020
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End-to-end neural coreference resolution
Kenton Lee, Luheng He, Mike Lewis, and Luke Zettlemoyer · 2017
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Linear algebraic structure of word senses, with applications to polysemy
Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, and Andrej Risteski · 2018
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Breaking NLI systems with sentences that require simple lexical inferences
Max Glockner, Vered Shwartz, and Yoav Goldberg · 2018
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Smoothing the geometry of probabilistic box embeddings
Xiang Li, Luke Vilnis, Dongxu Zhang, Michael Boratko, and Andrew McCallum · 2018
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Multi-task identification of entities, relations, and coreference for scientific knowledge graph construction
Yi Luan, Luheng He, Mari Ostendorf, and Hannaneh Hajishirzi · 2018
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Hearst patterns revisited: Automatic hypernym detection from large text corpora
Stephen Roller, Douwe Kiela, and Maximilian Nickel · 2018
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Don’t annotate, but validate: a data-to-text method for capturing event data
Piek Vossen, Filip Ilievski, Marten Postma, and Roxane Segers · 2018
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Scisight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search
Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz, Daniel S Weld, Marti A Hearst, and Jevin West · 2020
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SciREX: A challenge dataset for document-level information extraction
Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, and Iz Beltagy · 2020
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S2ORC: The semantic scholar open research corpus
Kyle Lo, Lucy Lu Wang, Mark Neumann, Rodney Kinney, and Daniel Weld · 2020
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Nettaxo: Automated topic taxonomy construction from text-rich network
Jingbo Shang, Xinyang Zhang, Liyuan Liu, Sha Li, and Jiawei Han · 2020
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Transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Remi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, and Alexander Rush · 2020
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Clustering-based inference for biomedical Entity Linking
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, and A. McCallum · 2021
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Cross-document Language Modeling
Avi Caciularu, Arman Cohan, Iz Beltagy, Matthew E. Peters, Arie Cattan, and I. Dagan · 2021
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Cross-document coreference resolution over predicted mentions
Arie Cattan, Alon Eirew, Gabriel Stanovsky, Mandar Joshi, and Ido Dagan · 2021
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Extending multi-sense word embedding to phrases and sentences for unsupervised semantic applications
Haw-Shiuan Chang, Amol Agrawal, and Andrew McCallum · 2021
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WEC: Deriving a Large-scale Cross-document Event Coreference dataset from Wikipedia
Alon Eirew, Arie Cattan, and Ido Dagan · 2021
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Extracting a Knowledge Base of Mechanisms from COVID-19 Papers
Tom Hope, Aida Amini, David Wadden, Madeleine van Zuylen, Sravanthi Parasa, Eric Horvitz, Daniel Weld, Roy Schwartz, and Hannaneh Hajishirzi · 2021
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CSFCube–A test collection of computer science research articles for faceted query by example
Sheshera Mysore, Tim O’Gorman, Andrew McCallum, and Hamed Zamani · 2021
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CD2CR: Co-reference resolution across documents and domains
James Ravenscroft, Arie Cattan, Amanda Clare, Ido Dagan, and Maria Liakata · 2021
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