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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 Page: 1 2 3 4 Hits 1 – 20 of 66 1 Subword Mapping and Anchoring across Languages ... Vernikos, Giorgos; Popescu-Belis, Andrei. - : arXiv, 2021 BASE Show details 2 Subword Mapping and Anchoring across Languages ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Popescu-Belis, Andrei; Vernikos, Giorgos. - : Underline Science Inc., 2021 BASE Show details 3 Subword Mapping and Anchoring across Languages ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Popescu-Belis, Andrei; Vernikos, Giorgos. - : Underline Science Inc., 2021 BASE Show details 4 Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation ... Pu, Xiao; Pappas, Nikolaos; Henderson, James. - : Zenodo, 2018 BASE Show details 5 Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation ... Pu, Xiao; Pappas, Nikolaos; Henderson, James. - : Zenodo, 2018 BASE Show details 6 Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation ... Pu, Xiao; Pappas, Nikolaos; Henderson, James; Popescu-Belis, Andrei. - : arXiv, 2018 Abstract: This paper demonstrates that word sense disambiguation (WSD) can improve neural machine translation (NMT) by widening the source context considered when modeling the senses of potentially ambiguous words. We first introduce three adaptive clustering algorithms for WSD, based on k-means, Chinese restaurant processes, and random walks, which are then applied to large word contexts represented in a low-rank space and evaluated on SemEval shared-task data. We then learn word vectors jointly with sense vectors defined by our best WSD method, within a state-of-the-art NMT system. We show that the concatenation of these vectors, and the use of a sense selection mechanism based on the weighted average of sense vectors, outperforms several baselines including sense-aware ones. This is demonstrated by translation on five language pairs. The improvements are above one BLEU point over strong NMT baselines, +4% accuracy over all ambiguous nouns and verbs, or +20% when scored manually over several challenging words. ... : To appear in TACL ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/1810.02614 https://dx.doi.org/10.48550/arxiv.1810.02614 BASE Hide details 7 Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German ... Honnet, Pierre-Edouard; Popescu-Belis, Andrei; Musat, Claudiu. - : arXiv, 2017 BASE Show details 8 DiscoMT 2016 Shared Task on Cross-lingual Pronoun Prediction Guillou, Liane; Hardmeier, Christian; Nakov, Preslav. - : Uppsala University, 2017 BASE Show details 9 Consistent Translation of Repeated Nouns using Syntactic and Semantic Cues ... Pu, Xiao; Mascarell, Laura; Popescu-Belis, Andrei. - : EACL, 2017 BASE Show details 10 Multilingual Hierarchical Attention Networks for Document Classification ... Pappas, Nikolaos; Popescu-Belis, Andrei. - : arXiv, 2017 BASE Show details 11 The Summa Platform Prototype ... Liepins, Renars; Germann, Ulrich; Barzdins, Guntis. - : Zenodo, 2017 BASE Show details 12 Multilingual Hierarchical Attention Networks for Document Classification ... Pappas, Nikolaos; Popescu-Belis, Andrei. - : Zenodo, 2017 BASE Show details 13 Multilingual Hierarchical Attention Networks for Document Classification ... Pappas, Nikolaos; Popescu-Belis, Andrei. - : Zenodo, 2017 BASE Show details 14 The Summa Platform Prototype ... Liepins, Renars; Germann, Ulrich; Barzdins, Guntis. - : Zenodo, 2017 BASE Show details 15 Machine Translation of Spanish Personal and Possessive Pronouns Using Anaphora Probabilities ... Luong, Ngoc Quang; Popescu-Belis, Andrei; Rios Gonzales, Annette. - : Association for Computational Linguistics, 2017 BASE Show details 16 Self-Attentive Residual Decoder for Neural Machine Translation ... Werlen, Lesly Miculicich; Pappas, Nikolaos; Ram, Dhananjay. - : arXiv, 2017 BASE Show details 17 Sense-Aware Statistical Machine Translation using Adaptive Context-Dependent Clustering ... Pu, Xiao; Pappas, Nikolaos; Popescu-Belis, Andrei. - : Zenodo, 2017 BASE Show details 18 Sense-Aware Statistical Machine Translation using Adaptive Context-Dependent Clustering ... Pu, Xiao; Pappas, Nikolaos; Popescu-Belis, Andrei. - : Zenodo, 2017 BASE Show details 19 Multilingual Hierarchical Attention Networks for Document Classification Pappas, Nikolaos; Popescu-Belis, Andrei In: http://infoscience.epfl.ch/record/231134 (2017) BASE Show details 20 Cross-lingual Transfer for News Article Labeling: Benchmarking Statistical and Neural Models Popescu-Belis, Andrei; Pappas, Nikolaos; Mrini, Khalil In: http://infoscience.epfl.ch/record/231130 (2017) BASE Show details Page: 1 2 3 4

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