APE - Automatic Post-Editing System: Background
A Transformer Based Multi Source Automatic Post Editing System
... MT system for the NMT task, we clearly see that the multi-source approach helps, and that ensembling of different SS and MS mod- els further increases the ...neural APE task and why it remains approximately ...
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A Transformer-Based Multi-Source Automatic Post-Editing System
... MT system for the NMT task, we clearly see that the multi-source approach helps, and that ensembling of different SS and MS mod- els further increases the ...neural APE task and why it remains approximately ...
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USAAR SAPE: An English–Spanish Statistical Automatic Post Editing System
... SAPE system was per- formed on the 1817 Spanish ...baseline system and the APE the system of (Simard et ...the APE task. From the seven sys- tems, our system was ranked on the ...
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A Three Layer Architecture for Automatic Post Editing System Using Rule Based Paradigm
... language, post-editing the output is an important step in maintaining the flu- ency of the translation, and as we will show, this can yield to higher evaluation scores and more flu- ent ...of ...
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MS-UEdin Submission to the WMT2018 APE Shared Task:Dual-Source Transformer for Automatic Post-Editing
... the Automatic Post-editing shared task at WMT2018 ( Chatterjee et ...tomatic Post-Editing (APE) purposes, but similar approaches have been used for two-step decoding, for ...
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CUNI System for WMT17 Automatic Post Editing Task
... for automatic post-editing of machine translation output, we focus on exploit- ing the potential of sequence-to-sequence neural models for this ...matic Post-Editing shared task based ...
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Multi source Neural Automatic Post Editing: FBK’s participation in the WMT 2017 APE shared task
... Junczys-Dowmunt and Grundkiewicz, 2016; Pal et al., 2017). The only exception, to the best of our knowledge, is the approach of Libovick´y et al. (2016), who developed a multi-source neural APE system. ...
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MS UEdin Submission to the WMT2018 APE Shared Task: Dual Source Transformer for Automatic Post Editing
... 3.3 Experiments with eSCAPE So far, we only trained on data that was avail- able during WMT2017. This year, the task or- ganizers added a new large corpus created for au- tomatic post-editing across many ...
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Unbabel’s Submission to the WMT2019 APE Shared Task: BERT Based Encoder Decoder for Automatic Post Editing
... Moreover, in order to apply the penalty in the log probabilities, there are some considerations to take into account as we don’t renormalize af- ter the transformation. For positive values, the factor lowers the ...
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Multi-source Neural Automatic Post-Editing: FBK’s participation in the WMT 2017 APE shared task
... ble system and then tune the model weights with Batch-MIRA ( Cherry and Foster , 2012 ) on the de- velopment set to maximize the BLEU ...an APE system over the MT ...each APE hypothesis, ...
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Learning to Copy for Automatic Post Editing
... for APE remains a ...and system outputs in an interac- tive ...the system outputs should be copied, which is useful to help CopyNet (Gu et ...generate post-edited ...2016-2017 APE ...
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CUNI System for WMT16 Automatic Post Editing and Multimodal Translation Tasks
... the system is given in Table 1. The system was able to slightly improve upon the baseline (keeping the translation as it is) in both the HTER and BLEU ...The system was able to deal very well with ...
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Effort Aware Neural Automatic Post Editing
... our post-editing system using the predicted tokens obtained by the approach based on the BERT text classifier (BERT) and the infor- mation retrieval method ...the APE. On the other side, this ...
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A Neural Network based Approach to Automatic Post Editing
... particular system, the order in which two system outputs are presented is randomized so that the translators do not know which system they are contributing their votes ...
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Multi encoder Transformer Network for Automatic Post Editing
... model APE problem. They used the same architecture in both APE task and multi-modal translation task, because the two tasks can be de- fined as multi-source translation ...
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Automatic Post Editing for the DiscoMT Pronoun Translation Task
... the post-edited SMT ...the post-editing system outperformed only two of the five competing sys- tems in terms of the accuracy measures, suggest- ing that BLEU is a poor measure of pronoun ...
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A Simple and Effective Approach to Automatic Post Editing with Transfer Learning
... the APE system can make to the mt ...less post-editing ef- fort are assigned higher weights during the training ...NMT system does very few errors on this domain this data weighting is ...
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USAAR: An Operation Sequential Model for Automatic Statistical Post Editing
... USAAR APE System Our APE system is based on operational N-gram sequential model which integrates translation and reordering operations into the phrase-based APE ...(PB-SAPE) ...
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Neural Automatic Post Editing Using Prior Alignment and Reranking
... of automatic translation without changing the original MT system itself, an addi- tional plug-in post-processing module, ...MT system (an APE sys- tem), can be ...MT system. ...
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Findings of the WMT 2018 Shared Task on Automatic Post Editing
... vation. 7 Conclusion We presented the results from the fourth shared task on Automatic Post-Editing. This year, we proposed two subtasks in which the MT output to be corrected was respectively ...
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