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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 5 of 5 1 Part 6 - Cross-linguistic Studies ... The 28th International Conference on Computational Linguistics 2020; ., Omri. - : Underline Science Inc., 2020 BASE Show details 2 Part 1.3 - A Bird's Eye View ... The 28th International Conference on Computational Linguistics 2020; ., Omri. - : Underline Science Inc., 2020 BASE Show details 3 Part 1.2 - A Bird's Eye View ... The 28th International Conference on Computational Linguistics 2020; ., Omri. - : Underline Science Inc., 2020 BASE Show details 4 Part 1.1 - A Bird's Eye View ... The 28th International Conference on Computational Linguistics 2020; ., Omri. - : Underline Science Inc., 2020 BASE Show details 5 Semantic Structural Decomposition for Neural Machine Translation ... The 28th International Conference on Computational Linguistics 2020; ., Omri; Rappoport, Ari; Sulem, Elior. - : Underline Science Inc., 2020 Abstract: Building on recent advances in semantic parsing and text simplification, we investigate the use of semantic splitting of the source sentence as preprocessing for machine translation. We experiment with a Transformer model and evaluate using large-scale crowd-sourcing experiments. Results show a significant increase in fluency on long sentences on an English-to-French setting with a training corpus of 5M sentence pairs, while retaining comparable adequacy. We also perform a manual analysis which explores the tradeoff between adequacy and fluency in the case where all sentence lengths are considered. ... Keyword: Computer and Information Science; Natural Language Processing; Neural Network URL: https://underline.io/lecture/6423-semantic-structural-decomposition-for-neural-machine-translation https://dx.doi.org/10.48448/6bh1-bd82 BASE Hide details

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