Datasets › NewSHead
NewSHead
The NewSHead dataset contains 369,940 English stories with 932,571 unique URLs, among which there are 359,940 stories for training, 5,000 for validation, and 5,000 for testing, respectively. Each news story contains at least three (and up to five) articles.
The dataset is collected from news stories published between May 2018 and May 2019, where a proprietary clustering algorithm iteratively loads articles published in a time window and groups them based on content similarity. Up to five representative articles are picked from the cluster for generating the story headline. Curators from a crowd-sourcing platform are requested to provide a headline of up to 35 characters to describe the major information covered by the story.
Source: NewSHead
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 | ||||
|---|---|---|---|---|---|---|
| Information Threading | NewSHead | HINT NMI 0.797 | Effective Hierarchical Information Threading Using... | hitt08/HINT | 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 11. 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 | |||
|---|---|---|---|---|
| Effective Hierarchical Information Threading Using Network Community Detection | 1 | 1 | 17 Mar 2023 | not harvested |
| Identifying chronological and coherent information threads using 5W1H questions and temporal relationships | 1 | 1 | 18 Jan 2023 | not harvested |
| Growing Story Forest Online from Massive Breaking News | 1 | 1 | 1 Mar 2018 | not harvested |
| Discovering Diverse and Salient Threads in Document Collections | 0 | 1 | 1 Jul 2012 | 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
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
Variants archive 2025-07-28
- NewSHead
1 variant name, as the archive lists them.
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