Datasets › TAC 2010
TAC 2010
TAC 2010 is a dataset for summarization that consists of 44 topics, each of which is associated with a set of 10 documents. The test dataset is composed of approximately 44 topics, divided into five categories: Accidents and Natural Disasters, Attacks, Health and Safety, Endangered Resources, Investigations and Trials.
Source: Better Summarization Evaluation with Word Embeddings for ROUGE Image Source: https://tac.nist.gov//2010/Summarization/Guided-Summ.2010.guidelines.html
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Entity Disambiguation | TAC2010 | DeepType Micro Precision 90.85 | DeepType: Multilingual Entity Linking by Neural Type... | openai/deeptype | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 4. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| DeepType: Multilingual Entity Linking by Neural Type System Evolution | 1 | 1 | 3 Feb 2018 | ran 2 of 2 samples (0 unverified; 2 pointer-only for licence) |
| Neural Cross-Lingual Entity Linking | 0 | 1 | 5 Dec 2017 | not harvested |
| Learning Distributed Representations of Texts and Entities from Knowledge Base | 1 | 1 | 6 May 2017 | not harvested |
| Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation | 1 | 1 | 6 Jan 2016 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- TAC2010
- TAC 2010
2 variant names, as the archive lists them.
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