Papers with RNN generator
Learning to Write with Cooperative Discriminators (P18-1)
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| Challenge: | Despite their local fluency, long-form text generated from RNNs is often generic, repetitive, and even self-contradictory. |
| Approach: | They propose a unified learning framework that can guide a base RNN generator towards more globally coherent generations by combining discriminators with a composite decoding objective. |
| Outcome: | The proposed framework can guide a base RNN generator towards more globally coherent generations by combining discriminators with the base RRN generator through a composite decoding objective. |