… We also show that hybrid approaches, which combine GPT … 2022). There has also been a
series of recent works on in… shots along with the best WMT systems and MS-Translator. Table 3 …

… test datasets from WMT’17 to WMT’20, plus the development and test sets from Flores-200
(NLLB TEAM et al., 2022), resulting in … In Proceedings of the Seventh Conference on Machine …

… 2022). Given a set of source sentences x, alongside preferred … Lastly, we include comparisons
with the WMT competition winners… In Proceedings of the Seventh Conference on Machine …

… They then split the labelled data from the WMT 2022 QE task into 20 … Proceedings of the
Seventh Conference on Machine Translation (WMT), pages 69–99, Abu Dhabi, United Arab …

… 3 Tracks and submission procedure … Table 2: Comparison between SRF training data of
the 2022 and 2023 edition of the WMT-SLT shared task. Subtitle segmentation=ensuring that …

… machine translation outputs in the context of the Shared Task at the 8th Conference of Machine
Translation (… 2022). Our approach enables a comprehensive analysis that spans over a …

… 2022). The source segments and human reference … In Proceedings of the Seventh
Conference on Machine Translation (WMT), pages 46–68, Abu Dhabi, United Arab …

… 2022), this ranking is likely more close to the true quality. … In Proceedings of the Seventh
Conference on Machine Translation (WMT), Singapore, Singapore (Hybrid). Association for …

… We presented the results from the 9th shared task on Automatic Post-Editing at WMT. In
continuity with the 2022 round, the task focused on the automatic correction of NMT outputs …

… use of RLHF to improve machine translation quality and propose a … 2022) to assess the
model’s performance. Note that WMT23 … In Proceedings of the Seventh Conference on Machine …