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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 Hits 1 – 20 of 28 1 Finetuning Pretrained Transformers into RNNs ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chen, Weizhu; Ilharco, Gabriel. - : Underline Science Inc., 2021 BASE Show details 2 Sentence Bottleneck Autoencoders from Transformer Language Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Montero, Ivan; Pappas, Nikolaos. - : Underline Science Inc., 2021 BASE Show details 3 Grounded Compositional Outputs for Adaptive Language Modeling ... Pappas, Nikolaos; Mulcaire, Phoebe; Smith, Noah A.. - : arXiv, 2020 BASE Show details 4 Regularization Advantages of Multilingual Neural Language Models for Low Resource Domains ... Rekabsaz, Navid; Pappas, Nikolaos; Henderson, James. - : arXiv, 2019 BASE Show details 5 STACKED NEURAL NETWORKS WITH PARAMETER SHARING FOR MULTILINGUAL LANGUAGE MODELING Khonglah, Banriskhem; Madikeri, Srikanth; Rekabsaz, Navid... In: http://infoscience.epfl.ch/record/272000 (2019) BASE Show details 6 GILE: A Generalized Input-Label Embedding for Text Classification Pappas, Nikolaos; Henderson, James In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 139-155 (2019) (2019) BASE Show details 7 Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation ... Pu, Xiao; Pappas, Nikolaos; Henderson, James. - : Zenodo, 2018 BASE Show details 8 Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation ... Pu, Xiao; Pappas, Nikolaos; Henderson, James. - : Zenodo, 2018 BASE Show details 9 Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation ... Pu, Xiao; Pappas, Nikolaos; Henderson, James. - : arXiv, 2018 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 Self-Attentive Residual Decoder for Neural Machine Translation ... Werlen, Lesly Miculicich; Pappas, Nikolaos; Ram, Dhananjay. - : arXiv, 2017 BASE Show details 16 Sense-Aware Statistical Machine Translation using Adaptive Context-Dependent Clustering ... Pu, Xiao; Pappas, Nikolaos; Popescu-Belis, Andrei. - : Zenodo, 2017 Abstract: Statistical machine translation (SMT) systems use local cues from n-gram translation and language models to select the translation of each source word. Such systems do not explicitly perform word sense disambiguation (WSD), although this would enable them to select translations depending on the hypothesized sense of each word. Previous attempts to constrain word translations based on the results of generic WSD systems have suffered from their limited accuracy. We demonstrate that WSD systems can be adapted to help SMT, thanks to three key achievements: (1)~we consider a larger context for WSD than SMT can afford to consider; (2)~we adapt the number of senses per word to the ones observed in the training data using clustering-based WSD with K-means; and (3)~we initialize sense-clustering with definitions or examples extracted from WordNet. Our WSD system is competitive, and in combination with a factored SMT system improves noun and verb translation from English to Chinese, Dutch, French, German, and Spanish. ... URL: https://zenodo.org/record/834304 https://dx.doi.org/10.5281/zenodo.834304 BASE Hide 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 Multilingual Hierarchical Attention Networks for Document Classification Pappas, Nikolaos; Popescu-Belis, Andrei In: http://infoscience.epfl.ch/record/231134 (2017) BASE Show details 19 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 20 Evaluating Attention Networks for Anaphora Resolution Miculicich Werlen, Lesly; Pilault, Jonathan; Pappas, Nikolaos... In: http://infoscience.epfl.ch/record/231846 (2017) BASE Show details Page: 1 2

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