Coreference Resolution through a seq2seq Transition-Based System

AbstractMost recent coreference resolution systems use search algorithms over possible spans to identify mentions and resolve coreference. We instead present a coreference resolution system that uses a text-to-text (seq2seq) paradigm to predict mentions and links jointly. We implemen...

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Bibliographic Details
Main Authors: Bernd Bohnet, Chris Alberti, Michael Collins
Format: Article
Language:English
Published: The MIT Press 2023-01-01
Series:Transactions of the Association for Computational Linguistics
Online Access:https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00543/115243/Coreference-Resolution-through-a-seq2seq