Datasets › PreCo

PreCo

Introduced by Hong Chen et al. in PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution archive 2025-07-28

A large-scale English dataset for coreference resolution. The dataset is designed to embody the core challenges in coreference, such as entity representation, by alleviating the challenge of low overlap between training and test sets and enabling separated analysis of mention detection and mention clustering.

Source: PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Coreference Resolution PreCo Maverick_incr F1 88.0 Maverick: Efficient and Accurate Coreference Resolution... sapienzanlp/maverick-coref 2 Compare

Papers archive 2025-07-28

2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 20. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends 1 1 31 Jul 2024 ran 5 of 11 samples (6 unverified; 11 pointer-only for licence)
On Generalization in Coreference Resolution 2 1 20 Sep 2021 not harvested

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

Custom (research-only)

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • PreCo

1 variant name, as the archive lists them.

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