Cross Document Coreference Resolution

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

3 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

10 shown of 10 papers with code (22 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.

• SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts
  18 Apr 2021 2 repositories listed
  Determining coreference of concept mentions across multiple documents is a fundamental task in natural language understanding.
• CoRefi: A Crowd Sourcing Suite for Coreference Annotation
  6 Oct 2020 2 repositories listed
  Coreference annotation is an important, yet expensive and time consuming, task, which often involved expert annotators trained on complex decision guidelines.
• 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.
• CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies
  19 Nov 2023 1 repository listed
  Various NLP tasks require a complex hierarchical structure over nodes, where each node is a cluster of items.
• Cross-document Event Coreference Search: Task, Dataset and Modeling
  23 Oct 2022 1 repository listed
  The task of Cross-document Coreference Resolution has been traditionally formulated as requiring to identify all coreference links across a given set of documents.
• Towards Evaluation of Cross-document Coreference Resolution Models Using Datasets with Diverse Annotation Schemes
  11 Sep 2021 1 repository listed
  In this paper, we qualitatively and quantitatively compare the annotation schemes of ECB+, a CDCR dataset with identity coreference relations, and NewsWCL50, a CDCR dataset with a mix of loose context-dependent and…
• Realistic Evaluation Principles for Cross-document Coreference Resolution
  8 Jun 2021 1 repository listed
  We point out that common evaluation practices for cross-document coreference resolution have been unrealistically permissive in their assumed settings, yielding inflated results.
• Cross-document Coreference Resolution over Predicted Mentions
  2 Jun 2021 1 repository listed Syntology ran 0 of 2 samples · 2 unverified · 2 pointer-only (licence)
  Here, we introduce the first end-to-end model for CD coreference resolution from raw text, which extends the prominent model for within-document coreference to the CD setting.
• 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.
• Predicate Argument Alignment using a Global Coherence Model
  1 May 2015 1 repository listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.