Papers by Roxana Girju
Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity (2022.naacl-main)
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| Challenge: | In this paper we examine patterns of colexification as an aspect of lexical-semantic organization, and compare several approaches to build large scale graphs across 499 world languages. |
| Approach: | They propose to use patterns of colexification as an aspect of lexical-semantic organization to build large scale synset graphs across a typologically diverse set of 499 world languages. |
| Outcome: | The proposed models are evaluated against human judgments on a semantic similarity task for nine languages. |