[PDF] Top 20 Multi source transformer with combined losses for automatic post editing
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Multi source transformer with combined losses for automatic post editing
... the Automatic Post- editing (APE) of Machine Translation (MT) have shown that best results are obtained by neural multi-source models that correct the raw MT output by also considering ... See full document
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UdS Submission for the WMT 19 Automatic Post Editing Task
... and post-processing pro- cedures which are normally applied in training seq2seq models for reducing vocabulary ...The multi-source transformer (Base) model achieved the highest single model ... See full document
6
Effort Aware Neural Automatic Post Editing
... the source text and the MT output indicating the required amount of ...on multi-source Transformer to encode both the MT output and the corre- sponding source ... See full document
6
A Transformer Based Multi Source Automatic Post Editing System
... of source- language information in APE should be useful in conveying the context information to improve the APE ...The transformer ar- chitecture replaces recurrence and convolutions by using positional ... See full document
9
Transformer based Automatic Post Editing Model with Joint Encoder and Multi source Attention of Decoder
... corresponding source sentences (src), a multi-encoder model (Libovický et ...on multi-source translation (Zoph and Knight, 2016) has become the prevalent approach (Bojar et ...of ... See full document
6
An Exploration of Neural Sequence to Sequence Architectures for Automatic Post Editing
... of automatic post-editing of machine trans- lation ...tomatic post-editing and can demonstrate that dual-attention models that incorporate all available data in the APE scenario in a ... See full document
10
Findings of the WMT 2019 Shared Task on Automatic Post Editing
... the source text and the MT output, so to indicate the re- quired amount of ...“no post-edit” (no edits are required), “light post-edit” (minimal edits are re- quired), and “heavy post-edit” (a ... See full document
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Findings of the WMT 2018 Shared Task on Automatic Post Editing
... the multi-source neural approach adopted in (Chatterjee et ...the Transformer architecture (Vaswani et ...incorporate multi- ple encoders, thereby leveraging information also from the ... See full document
16
MS UEdin Submission to the WMT2018 APE Shared Task: Dual Source Transformer for Automatic Post Editing
... target- source attention component per block for each en- ...the transformer architecture, each multi-head attention block is followed by a skip connection from the previous input and layer ...the ... See full document
5
Multi encoder Transformer Network for Automatic Post Editing
... Due to the additional source, APE has two trans- lation directions, the mt→pe direction and the src→pe direction. Previous researches have sug- gested various methods to combine the two direc- tions with neural ... See full document
6
ESCAPE: a Large scale Synthetic Corpus for Automatic Post Editing
... with such demand, the current version of the corpus con- tains millions of triplets for two language pairs: English– German (14.4 millions) and English–Italian (6.6 millions). For both language pairs, half of the ... See full document
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A Simple and Effective Approach to Automatic Post Editing with Transfer Learning
... of automatic post-editing (APE; Simard et ...can post-edit and improve the quality of MT sen- tences (Alabau et ...data source for APE models, since they provide triplets of ... See full document
7
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, ...an automatic method for improving raw MT output, before performing actual ... See full document
7
The FBK Participation in the WMT15 Automatic Post editing Shared Task
... tomatic Post-editing where we have the source and target phrases in the same language, we can lever- age this information to provide the decoder with some useful ... See full document
6
CUNI System for WMT16 Automatic Post Editing and Multimodal Translation Tasks
... After applying the generated edit operations on the machine-translated sentences in the test phase, we perform a few rule-based orthographic fixes for punctuation. The performance of the system is given in Table 1. The ... See full document
9
USAAR SAPE: An English–Spanish Statistical Automatic Post Editing System
... Spanish Automatic Post-Editing (APE) system submitted to the APE Task orga- nized in the Workshop on Statistical Ma- chine Translation (WMT) in ...produces post-edited Spanish ...manually ... See full document
6
The FBK Participation in the WMT 2016 Automatic Post editing Shared Task
... the post-editions (12K) available in the training ...learn post-editing rules) and an additional 12K pe-pe or pe#src-pe pairs (to preserve correct input ... See full document
6
Input Combination Strategies for Multi Source Transformer Decoder
... Flat. The encoder-decoder attention in the flat combination strategy (Figure 1c) uses all the states of all input encoders as a single set of keys and val- ues. Thus, the attention models a joint distribution over a ... See full document
8
Automatic Post Editing and Machine Translation Quality Estimation at eBay
... Proceedings for AMTA 2018 Workshop: Translation Quality Estimation and Automatic Post-Editing Boston, March 21, 2018 | Page 1.. Nicola Ueffing • Research scientist on eBay‘s machine tran[r] ... See full document
34
Assessing the Post-Editing Effort for Automatic and Semi-Automatic Translations of DVD Subtitles
... that automatic and semi-automatic translation of DVD subti- tles may be of great help to subtitlers, since the pre-translated subtitles are proven to be less time-consuming to post-edit than ... See full document
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