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### NAACL2018
#### Long Papers
**Discourse-Aware Neural Rewards for Coherent Text Generation**
*In this paper, we investigate the use of discourse-aware rewards with reinforcement learning to guide a model to generate long, coherent text.*
**Discourse-Aware Neural Rewards for Coherent Text Generation** [[PDF]()]
In this paper, we investigate the use of discourse-aware rewards with reinforcement learning to guide a model to generate long, coherent text.

**Neural Text Generation in Stories Using Entity Representations as Context**
*We introduce an approach to neural text generation that explicitly represents entities mentioned in the text.*
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