Papers by Sungho Ryu
Continuous Model Improvement for Language Understanding with Machine Translation (2021.naacl-industry)
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Abdalghani Abujabal, Claudio Delli Bovi, Sungho Ryu, Turan Gojayev, Fabian Triefenbach, Yannick Versley
| Challenge: | a simple translation-test approach would fail the latency requirements of a live environment. |
| Approach: | They show that annotating unlabeled utterances offline can improve performance . they demonstrate that an extrinsic evaluation can improve the performance if manual data is available . |
| Outcome: | The proposed method improves performance in an extrinsic evaluation setting with real-world commercial dialog system in german. |