DuTongChuanDuTongChuan, abbreviation of Baidu simultaneous interpreting in Chinese Pinyin. : Context-aware Translation Model for Simultaneous Interpreting
Table 3: The comparison between our sequence detector and previous work. The latency represents the words requiring to make an explicit decision.
['Models', 'Precision (%)', 'Recall (%)', 'F-score (%)', 'Average Latency', 'Max Latency']
In our context-sensitive model, the dynamic context based information unit boundary detector is essential to determine the IU boundaries in the steaming input. Both of two contrastive models are trained on approximate 2 million monolingual Chinese sentences. This observation indicates that with bidirectional context, the model can learn better representation to help the downstream tasks. In the next experiments, we will evaluate models given testing data with IU boundaries detected by our detector.