Entity Cross-Document Coreference Resolution

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (4 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• CDLM: Cross-Document Language Modeling
  2 Jan 2021 2 repositories listed
  We introduce a new pretraining approach geared for multi-document language modeling, incorporating two key ideas into the masked language modeling self-supervised objective.
• Streamlining Cross-Document Coreference Resolution: Evaluation and Modeling
  23 Sep 2020 2 repositories listed
  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.
• Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference
  11 Oct 2021 1 repository listed
  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.
• Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution
  4 Jun 2019 1 repository listed
  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.