Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!

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Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!

22 September 2020

Geoffrey Scoutheeten

Patrick Gallinari

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Papers citing "Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!"

12 / 12 papers shown

Title
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data Shachar Rosenman Alon Jacovi Yoav Goldberg 60 29 0 07 Oct 2020
Learning from Context or Names? An Empirical Study on Neural Relation Extraction Hao Peng Tianyu Gao Xu Han Yankai Lin Peng Li Zhiyuan Liu Maosong Sun Jie Zhou 78 204 0 05 Oct 2020
Contextualized Embeddings in Named-Entity Recognition: An Empirical Study on Generalization Bruno Taillé Vincent Guigue Patrick Gallinari 63 25 0 22 Jan 2020
End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language Models John Giorgi Xindi Wang Nicola Sahar W. Shin Gary D. Bader Bo Wang 64 37 0 20 Dec 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations David Wadden Ulme Wennberg Yi Luan Hannaneh Hajishirzi 74 590 0 08 Sep 2019
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks Victor Sanh Thomas Wolf Sebastian Ruder 70 234 0 14 Nov 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 114 684 0 29 Aug 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling Luheng He Kenton Lee Omer Levy Luke Zettlemoyer 122 189 0 12 May 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 224 11,565 0 15 Feb 2018
End-to-end Neural Coreference Resolution Kenton Lee Luheng He M. Lewis Luke Zettlemoyer LRM BDL 83 894 0 21 Jul 2017
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 221 93 0 04 Mar 2016
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 193 7,728 0 02 Mar 2011

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