Papers with labeled English dataset
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation (2024.starsem-1)
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| Challenge: | Existing systems that use exact term matching to find words are based on information retrieval. |
| Approach: | They propose to use pre-trained language models and approximate nearest neighbors search algorithms to enhance and enrich an Estonian lexicon resource by introducing cross-lingual reverse dictionary functionality powered by semantic search. |
| Outcome: | The proposed system produces a 1 and 2 routs in the monolingual and cross-lingual settings using the unlabeled evaluation approach. |