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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. - : arXiv, 2018 BASE Show 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 Abstract: Hierarchical attention networks have recently achieved remarkable performance for document classification in a given language. However, when multilingual document collections are considered, training such models separately for each language entails linear parameter growth and lack of cross-language transfer. Learning a single multilingual model with fewer parameters is therefore a challenging but potentially beneficial objective. To this end, we propose multilingual hierarchical attention networks for learning document structures, with shared encoders and/or attention mechanisms across languages, using multi-task learning and an aligned semantic space as input. We evaluate the proposed models on multilingual document classification with disjoint label sets, on a large dataset which we provide, with 600k news documents in 8 languages, and 5k labels. The multilingual models outperform strong monolingual ones in low-resource as well as full-resource settings, and use fewer parameters, thus confirming their ... URL: https://zenodo.org/record/834307 https://dx.doi.org/10.5281/zenodo.834307 BASE Hide 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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