Papers with composition models
Model-Free Context-Aware Word Composition (C18-1)
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| Challenge: | Word composition models do not take ambiguity of words and context into consideration for learning representations, and thus suffer from the inaccurate representation of semantics. |
| Approach: | They propose a model-free context-aware word composition model which takes the latent semantic information as global context for learning representations. |
| Outcome: | The proposed model improves on existing composition models at different granularities and shows that it can be used to learn semantics. |