Papers with retrieval-augmentation of language models
NNOSE: Nearest Neighbor Occupational Skill Extraction (2024.eacl-long)
Copied to clipboard
| Challenge: | a new method for extracting occupational skills from text is needed to overcome the scarcity of skills across datasets. |
| Approach: | They propose a method that leverages multiple datasets to extract occupational skills from text . they propose NNOSE to extract neighboring skills from other datasets . |
| Outcome: | The proposed method improves infrequent skill extraction without additional fine-tuning. |