Cross Document Coreference Resolution
10 papers with code • 0 benchmarks • 3 datasets
Benchmarks
These leaderboards are used to track progress in Cross Document Coreference Resolution
WEC-Eng
SciCo
CoreSearch
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.
CoRefi: A Crowd Sourcing Suite for Coreference Annotation
Coreference annotation is an important, yet expensive and time consuming, task, which often involved expert annotators trained on complex decision guidelines.
SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts
ariecattan/SciCo
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AKBC 2021
Determining coreference of concept mentions across multiple documents is a fundamental task in natural language understanding.
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.
Cross-document Coreference Resolution over Predicted Mentions
ariecattan/coref
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Findings (ACL) 2021
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.
Realistic Evaluation Principles for Cross-document Coreference Resolution
ariecattan/coref
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Joint Conference on Lexical and Computational Semantics 2021
We point out that common evaluation practices for cross-document coreference resolution have been unrealistically permissive in their assumed settings, yielding inflated results.
Towards Evaluation of Cross-document Coreference Resolution Models Using Datasets with Diverse Annotation Schemes
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 strict coreference relations.
Cross-document Event Coreference Search: Task, Dataset and Modeling
The task of Cross-document Coreference Resolution has been traditionally formulated as requiring to identify all coreference links across a given set of documents.
CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies
Various NLP tasks require a complex hierarchical structure over nodes, where each node is a cluster of items.
