Easy-first Coreference Resolution

Easy Victories and Uphill Battles in Coreference Resolution

F-coref: Fast, Accurate and Easy to Use Coreference Resolution

We introduce fastcoref, a python package for fast, accurate, and easy-to-use English coreference resolution. The package is pip-installable, and allows two modes: an accurate mode based on the LingMess architecture, prov…

ezCoref: A Scalable Approach for Collecting Crowdsourced Annotations for Coreference Resolution

Large-scale high-quality corpora are critical for advancing research in coreference resolution. Coreference annotation is typically time consuming and expensive, since researchers generally hire expert annotators and tra…

EasyECR: A Library for Easy Implementation and Evaluation of Event Coreference Resolution Models

Event Coreference Resolution (ECR) is the task of clustering event mentions that refer to the same real-world event. Despite significant advancements, ECR research faces two main challenges: limited generalizability acro…

Cross-document Coreference Resolution over Predicted Mentions

Coreference resolution has been mostly investigated within a single document scope, showing impressive progress in recent years based on end-to-end models. However, the more challenging task of cross-document (CD) corefe…