Papers by Colin Phillips
Assessing Composition in Sentence Vector Representations (C18-1)
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| Challenge: | opacity of sentence vector representations is a challenge to achieving language understanding . current neural network models are unable to capture meaning information in dense vectors . |
| Approach: | They propose a method that targets compositional meaning information in sentence embeddings with a high degree of precision and control. |
| Outcome: | The proposed method extracts useful information about the different capacities of existing sentences models. |