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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 – 15 of 15 1 Variance-Aware Machine Translation Test Sets ... Zhan, Runzhe; Liu, Xuebo; Wong, Derek F.. - : arXiv, 2021 BASE Show details 2 Difficulty-Aware Machine Translation Evaluation ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Chao, Lidia S.; Liu, Xuebo. - : Underline Science Inc., 2021 BASE Show details 3 On the Copying Behaviors of Pre-Training for Neural Machine Translation ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Chao, Lidia S.; Ding, Liang. - : Underline Science Inc., 2021 BASE Show details 4 Document Graph for Neural Machine Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chao, Lidia S.; Li, Liangyou. - : Underline Science Inc., 2021 BASE Show details 5 Norm-Based Curriculum Learning for Neural Machine Translation ... Liu, Xuebo; Lai, Houtim; Wong, Derek F.. - : arXiv, 2020 BASE Show details 6 Document Graph for Neural Machine Translation ... Xu, Mingzhou; Li, Liangyou; Wong, Derek. F.; Liu, Qun; Chao, Lidia S.. - : arXiv, 2020 Abstract: Previous works have shown that contextual information can improve the performance of neural machine translation (NMT). However, most existing document-level NMT methods only consider a few number of previous sentences. How to make use of the whole document as global contexts is still a challenge. To address this issue, we hypothesize that a document can be represented as a graph that connects relevant contexts regardless of their distances. We employ several types of relations, including adjacency, syntactic dependency, lexical consistency, and coreference, to construct the document graph. Then, we incorporate both source and target graphs into the conventional Transformer architecture with graph convolutional networks. Experiments on various NMT benchmarks, including IWSLT English--French, Chinese-English, WMT English--German and Opensubtitle English--Russian, demonstrate that using document graphs can significantly improve the translation quality. Extensive analysis verifies that the document graph is ... : Accepted by EMNLP2021 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2012.03477 https://dx.doi.org/10.48550/arxiv.2012.03477 BASE Hide details 7 Shared-Private Bilingual Word Embeddings for Neural Machine Translation ... Liu, Xuebo; Wong, Derek F.; Liu, Yang. - : arXiv, 2019 BASE Show details 8 Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling ... Wan, Yu; Yang, Baosong; Wong, Derek F.. - : arXiv, 2019 BASE Show details 9 Towards Bidirectional Hierarchical Representations for Attention-Based Neural Machine Translation ... Yang, Baosong; Wong, Derek F.; Xiao, Tong. - : arXiv, 2017 BASE Show details 10 A Relationship: Word Alignment, Phrase Table, and Translation Quality Tian, Liang; Wong, Derek F.; Chao, Lidia S.. - : Hindawi Publishing Corporation, 2014 BASE Show details 11 Chinese Unknown Word Recognition for PCFG-LA Parsing Huang, Qiuping; He, Liangye; Wong, Derek F.. - : Hindawi Publishing Corporation, 2014 BASE Show details 12 iSentenizer-μ: Multilingual Sentence Boundary Detection Model Wong, Derek F.; Chao, Lidia S.; Zeng, Xiaodong. - : Hindawi Publishing Corporation, 2014 BASE Show details 13 Unsupervised Quality Estimation Model for English to German Translation and Its Application in Extensive Supervised Evaluation Han, Aaron L.-F.; Wong, Derek F.; Chao, Lidia S.. - : Hindawi Publishing Corporation, 2014 BASE Show details 14 A Systematic Comparison of Data Selection Criteria for SMT Domain Adaptation Wang, Longyue; Wong, Derek F.; Chao, Lidia S.. - : Hindawi Publishing Corporation, 2014 BASE Show details 15 Unsupervised Chunking Based on Graph Propagation from Bilingual Corpus Zhu, Ling; Wong, Derek F.; Chao, Lidia S.. - : Hindawi Publishing Corporation, 2014 BASE Show details

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