Papers by Boris Sheludko
Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution (2020.coling-main)
Copied to clipboard
| Challenge: | Lexical substitution is a powerful technology used in various NLP applications . it generates plausible words that can replace a given word in a textual context . |
| Approach: | They propose to use a large-scale comparative study to compare lexical substitution methods . they compare existing and new methods using word sense induction datasets . |
| Outcome: | The proposed methods improve competitive results by incorporating information about the target word into the models. |