Aspect Extraction
Aspect extraction is the task of identifying and extracting terms relevant for opinion mining and sentiment analysis, for example terms for product attributes or features.
Papers
Showing 11–20 of 92 papers
All datasetsSemEval-2014 Task-4SemEval 2015 Task 12SemEval 2014 Task 4 Sub Task 1SemEval 2016 Task 5 Sub Task 1 Slot 2YASO - YELP
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | InstructABSA | Laptop (F1) | 92.3 | — | Unverified |
| 2 | ACE | Laptop (F1) | 87.4 | — | Unverified |
| 3 | PH-SUM | Laptop (F1) | 86.09 | — | Unverified |
| 4 | BAT | Laptop (F1) | 85.57 | — | Unverified |
| 5 | DE-CNN | Restaurant (F1) | 85.2 | — | Unverified |
| 6 | Wei et al. (2020) | Laptop (F1) | 82.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DE-CNN | Laptop (F1) | 81.59 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DE-CNN | Restaurant (F1) | 74.37 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | RACL - Laptops | F1 | 23 | — | Unverified |