Datasets › Inspec
Inspec
Paper: Improved automatic keyword extraction given more linguistic knowledge Doi: 10.3115/1119355.1119383
Benchmarks archive 2025-07-28
All 2 leaderboards 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 | ||||
|---|---|---|---|---|---|---|
| Keyword Extraction | Inspec | Phraseformer(BERT, ExEm(ft)) F1 score 69.87 | Phraseformer: Multimodal Key-phrase Extraction using... | — | 5 | Compare |
| Keyphrase Extraction | Inspec | Attention-Seeker F1@10 40.14 | Attention-Seeker: Dynamic Self-Attention Scoring for... | EruM16/Attention-Seeker | 3 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 7. 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 | |||
|---|---|---|---|---|
| Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase Extraction | 1 | 1 | 17 Sep 2024 | not harvested |
| PromptRank: Unsupervised Keyphrase Extraction Using Prompt | 2 | 1 | 8 May 2023 | not harvested |
| PatternRank: Leveraging Pretrained Language Models and Part of Speech for Unsupervised Keyphrase Extraction | 1 | 1 | 11 Oct 2022 | not harvested |
| Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding | 0 | 4 | 9 Jun 2021 | not harvested |
| FRAKE: Fusional Real-time Automatic Keyword Extraction | 1 | 1 | 10 Apr 2021 | 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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Inspec
1 variant name, as the archive lists them.
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