Datasets › ECE
ECE
The ECE dataset (Gui et al., 2016a) is collected from SINA city news and contains 2105 instances. Its document has only one emotion word and one or more emotion causes.
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 | ||||
|---|---|---|---|---|---|---|
| Emotion Cause Extraction | ECE | UECA-Prompt F1 84.40 | UECA-Prompt: Universal Prompt for Emotion Cause Analysis | yajus/ueca-prompt | 8 | Compare |
Papers archive 2025-07-28
6 shown of 6 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 38. 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 | |||
|---|---|---|---|---|
| UECA-Prompt: Universal Prompt for Emotion Cause Analysis | 1 | 1 | 1 Oct 2022 | not harvested |
| Bidirectional Hierarchical Attention Networks based on Document-level Context for Emotion Cause Extraction | 0 | 1 | 1 Nov 2021 | not harvested |
| A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis | 0 | 1 | 1 Nov 2019 | not harvested |
| RTHN: A RNN-Transformer Hierarchical Network for Emotion Cause Extraction | 3 | 1 | 4 Jun 2019 | ran 0 of 4 samples (4 unverified; 4 pointer-only for licence) |
| From Independent Prediction to Re-ordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification | 1 | 1 | 4 Jun 2019 | not harvested |
| A Question Answering Approach to Emotion Cause Extraction | 0 | 1 | 18 Aug 2017 | 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
- ECE
1 variant name, as the archive lists them.
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