Papers with cross-domain involving natural language processing
A Representation Learning Approach to Animal Biodiversity Conservation (2020.coling-main)
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| Challenge: | Using vector embeddings, we can predict the conservation status of animal species using a machine learning model. |
| Approach: | They propose a method for predicting the conservation status of animal species using custom generated name embeddings from Wikipedia text and animal taxonomy data. |
| Outcome: | The proposed model predicts the conservation status of data deficient species and steers more focus towards them for protection. |