| Paper | Code | F1 (Zeroshot Dev) | F1 (Zero shot test) | F1(FewShot Dev) | F1 (Fewshot Test) | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| []() | 0 | 0 | 52.8 | 51.5 | MFS | ||
| []() | 40.1 | 39.0 | 42.5 | 40.9 | Lesk | ||
| Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories | ✓ Link | 71.5 | 70.2 | 80.4 | 80.1 | SEMeq base | 2021-10-27 |
| Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories | ✓ Link | 73.7 | 72.2 | 81.8 | 82.3 | SEMEq Large | 2021-10-27 |
| Improved Word Sense Disambiguation with Enhanced Sense Representations | ✓ Link | 73.9 | 71.6 | 77.9 | 77.8 | ESR base | |
| Improved Word Sense Disambiguation with Enhanced Sense Representations | ✓ Link | 77.4 | 75.8 | 83.8 | 83.4 | ESR Large | |
| GlossGPT: GPT for Word Sense Disambiguation using Few-shot Chain-of-Thought Prompting | ✓ Link | 81.8 | 79.5 | 90.2 | 90.7 | GlossGPT | 2025-03-01 |
| []() | - | 69.9 | - | 78.4 | RTWE large |