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End-to-End Self-Debiasing Framework for Robust NLU Training ...
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Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition ...
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Alzheimer prediction from connected speech extracts : assessment of generalisation to new data
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Connected speech markers of amyloid burden in primary progressive aphasia
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Prediction of Alzheimer's disease and semantic dementia from scene description: toward better language and topic generalization
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Open source quality control tool for translation memory using artificial intelligence
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Comparaison de systèmes de traduction automatique pour la post édition des alertes météorologique d'Environnement Canada
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Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation ...
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Abstract:
Parallel sentence extraction is a task addressing the data sparsity problem found in multilingual natural language processing applications. We propose a bidirectional recurrent neural network based approach to extract parallel sentences from collections of multilingual texts. Our experiments with noisy parallel corpora show that we can achieve promising results against a competitive baseline by removing the need of specific feature engineering or additional external resources. To justify the utility of our approach, we extract sentence pairs from Wikipedia articles to train machine translation systems and show significant improvements in translation performance. ... : 12 pages, 7 figures, COLING 2018. arXiv admin note: text overlap with arXiv:1709.09783 ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG; Machine Learning stat.ML
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URL: https://arxiv.org/abs/1806.05559 https://dx.doi.org/10.48550/arxiv.1806.05559
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Robust Lexical Features for Improved Neural Network Named-Entity Recognition ...
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A Deep Neural Network Approach To Parallel Sentence Extraction ...
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Extraction de phrases parallèles à partir d’un corpus comparable avec des réseaux de neurones récurrents bidirectionnels
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Induction de lexiques bilingues à partir de corpus comparables et parallèles
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Projection multilingue d'annotations pour dialogues avancés
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Utilisation de représentations de mots pour l’étiquetage de rôles sémantiques suivant FrameNet
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Traduction statistique vers une langue à morphologie riche : combinaison d’algorithmes de segmentation morphologique et de modèles statistiques de traduction automatique
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Projection multilingue d'annotations pour dialogues avancés
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L’extraction de phrases en relation de traduction dans Wikipédia
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