Words or Characters? Fine-grained Gating for Reading Comprehension

Zhilin YangBhuwan DhingraYe YuanJunjie HuWilliam W. CohenRuslan Salakhutdinov

   Papers with code   Abstract  PDF

Previous work combines word-level and character-level representations using concatenation or scalar weighting, which is suboptimal for high-level tasks like reading comprehension. We present a fine-grained gating mechanism to dynamically combine word-level and character-level representations based on properties of the words... (read more)

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