Papers with synchronous process
Composing Ci with Reinforced Non-autoregressive Text Generation (2022.emnlp-main)
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| Challenge: | Existing approaches to compose Ci are limited in handling the constraints of tune patterns . authors propose a non-autoregressive approach to generate Ci using a synchronous process . |
| Approach: | They propose to compose Ci using a non-autoregressive approach that takes into account rigid formats . they propose to apply reinforcement learning to the generation process with rigid constraints . |
| Outcome: | The proposed method outperforms baselines and previous studies on a Ci dataset . it allows the model to perform synchronous generation while maintaining the format and content requirement. |