Papers with predicting typicality scores
Exploring Category Structure with Contextual Language Models and Lexical Semantic Networks (2023.eacl-main)
Copied to clipboard
| Challenge: | Recent work on word embeddings reports low correlations with human ratings . contextual language models (CLMs) have been successful in acquiring semantic and world knowledge. |
| Approach: | They propose to use BERT to probe contextual language models for predicting typicality scores. |
| Outcome: | The proposed methods improve on previous studies on word embeddings and their ability to predict typicality scores. |