Aspect-category Aspect Analysis on A3CG Cross-fold Average
67.59S Average ScoreT5 + COGLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| T5 + COGLMBackbone=T5, Method Components=COGLM2026.01 | 67.59 | 49.04 | -18.55 | |
| T5 + CL (A3CG)Backbone=T5, Method Components=A3CG baseline + Contrastive Learning (CL)2026.01 | 66.9 | 43.99 | -22.91 | |
| T5 (A3CG)Backbone=T5, Method Components=A3CG baseline2026.01 | 64.9 | 41.12 | -23.78 | |
| T5Backbone=T5, Method Components=Base model2026.01 | 64.51 | 44.66 | -19.85 |