Research Article
[Retracted] Cross-Domain End-To-End Aspect-Based Sentiment Analysis with Domain-Dependent Embeddings
Table 2
Results of models in two cross-domain ABSA tasks. Best scores are in bold.
| Model | R-L (Dev) | R-L (Tes) | L-R (Dev) | L-R (Tes) |
| CD-E2EABSA | Rest | 60.04 | 62.26 | 57.82 | 60.18 | Laptop | 50.49 | 53.10 | 51.08 | 52.51 |
| CD-E2EABSA (glove) | Rest | – | 53.44 | – | 53.60 | Laptop | – | 40.56 | – | 42.13 |
| CD-E2EABSA (noPG) | Rest | 51.14 | 51.69 | 52.80 | 54.72 | Laptop | 47.13 | 46.11 | 47.12 | 44.10 |
| CD-E2EABSA (noCRF) | Rest | 53.55 | 52.37 | 33.41 | 38.41 | Laptop | 37.55 | 40.15 | 43.67 | 40.82 |
| CD-E2EABSA (noPG + noCRF) | Rest | 40.53 | 38.09 | 40.37 | 38.35 | Laptop | 22.54 | 28.84 | 17.07 | 27.92 |
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