Papers by Tim Veenboer
Using Collostructional Analysis to evaluate BERT’s representation of linguistic constructions (2023.findings-acl)
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| Challenge: | Collostructional analysis is a technique devised to find correlations between words and linguistic constructions in order to analyse meaning associations of these constructions. |
| Approach: | They propose to compare English BERT’s meaning representations to known constructions from the linguistics literature by predicting words that can be used in open slots of constructions and finding similar sequences using BERT's output embeddings. |
| Outcome: | The proposed methods show that English BERT represents constructional meaning to a certain extent, but does not separate instances of a construction from a near-synonymous construction that has a different form. |