Datasets › DiaASQ
DiaASQ (Conversational Aspect-based Sentiment Quadruple Extraction)
DiaASQ is a fine-grained Aspect-based Sentiment Analysis (ABSA) benchmark under the conversation scenario. It challenges existing ABSA methods by 1) extracting quadruple of target-aspect-opinion-sentiment in a dialogue, and 2) modeling the dialogue discourse structures. The dataset is constructed by systematically crawling tweets from digital bloggers, followed by a series of preprocessing steps including filtering, normalizing, pruning, and annotating the collected dialogues, resulting in a final corpus of 1,000 dialogues. To enhance the multilingual usability, DiaASQ has both the English and Chinese versions of languages.
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 | ||||
|---|---|---|---|---|---|---|
| Conversational Sentiment Quadruple Extraction | DiaASQ (EN) | E2E-DiaASQ Pair F1 (aspect-opinion) 44.27 | DiaASQ : A Benchmark of Conversational Aspect-based... | unikcc/diaasq | 1 | Compare |
| Conversational Sentiment Quadruple Extraction | DiaASQ (ZH) | E2E-DiaASQ Pair F1 (aspect-opinion) 45.44 | DiaASQ : A Benchmark of Conversational Aspect-based... | unikcc/diaasq | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper 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 | |||
|---|---|---|---|---|
| DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis | 1 | 2 | 10 Nov 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
MIT license
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- DiaASQ
- DiaASQ (EN)
- DiaASQ (ZH)
3 variant names, as the archive lists them.
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