Entity Cross-Document Coreference Resolution
4 papers with code • 1 benchmarks • 1 datasets
ECB+
Most implemented papers
Streamlining Cross-Document Coreference Resolution: Evaluation and Modeling
ariecattan/coref
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Recent evaluation protocols for Cross-document (CD) coreference resolution have often been inconsistent or lenient, leading to incomparable results across works and overestimation of performance.
CDLM: Cross-Document Language Modeling
aviclu/cdlm
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Findings (EMNLP) 2021
We introduce a new pretraining approach geared for multi-document language modeling, incorporating two key ideas into the masked language modeling self-supervised objective.
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution
shanybar/event_entity_coref_ecb_plus
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ACL 2019
Our analysis confirms that all our representation elements, including the mention span itself, its context, and the relation to other mentions contribute to the model's success.
Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference
helw150/event_entity_coref_ecb_plus
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EMNLP 2021
We model the entities/events in a reader's focus as a neighborhood within a learned latent embedding space which minimizes the distance between mentions and the centroids of their gold coreference clusters.
