Papers by Shujuan You
Learning Embeddings for Rare Words Leveraging Internet Search Engine and Spatial Location Relationships (2021.starsem-1)
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| Challenge: | Existing word embedding techniques depend heavily on the frequencies of words in the corpus, and fail to provide reliable representations for rare words. |
| Approach: | They propose an algorithm to learn embeddings for rare words based on an Internet search engine and the spatial location relationships. |
| Outcome: | The proposed algorithm can learn more accurate representations for a wider range of vocabulary. |