Papers with ITST
Information-Transport-based Policy for Simultaneous Translation (2022.emnlp-main)
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| Challenge: | Simultaneous translation (ST) outputs translation while receiving source inputs . low latency restriction restricts ST to translating target tokens based on current received source tokens. |
| Approach: | They propose a system that outputs translation while receiving source inputs . it uses a read/write policy to decide whether to translate a target token or wait for the next source token . |
| Outcome: | The proposed model outperforms baselines and achieves state-of-the-art on text-to-text and speech-to text tasks. |