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Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages ...
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Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification ...
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The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe ...
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Rehm, Georg; Marheinecke, Katrin; Hegele, Stefanie; Piperidis, Stelios; Bontcheva, Kalina; Hajič, Jan; Choukri, Khalid; Vasiļjevs, Andrejs; Backfried, Gerhard; Prinz, Christoph; Pérez, José Manuel Gómez; Meertens, Luc; Lukowicz, Paul; van Genabith, Josef; Lösch, Andrea; Slusallek, Philipp; Irgens, Morten; Gatellier, Patrick; Köhler, Joachim; Bars, Laure Le; Anastasiou, Dimitra; Auksoriūtė, Albina; Bel, Núria; Branco, António; Budin, Gerhard; Daelemans, Walter; De Smedt, Koenraad; Garabík, Radovan; Gavriilidou, Maria; Gromann, Dagmar; Koeva, Svetla; Krek, Simon; Krstev, Cvetana; Lindén, Krister; Magnini, Bernardo; Odijk, Jan; Ogrodniczuk, Maciej; Rögnvaldsson, Eiríkur; Rosner, Mike; Pedersen, Bolette Sandford; Skadiņa, Inguna; Tadić, Marko; Tufiş, Dan; Váradi, Tamás; Vider, Kadri; Way, Andy; Yvon, François. - : arXiv, 2020
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Abstract:
Multilingualism is a cultural cornerstone of Europe and firmly anchored in the European treaties including full language equality. However, language barriers impacting business, cross-lingual and cross-cultural communication are still omnipresent. Language Technologies (LTs) are a powerful means to break down these barriers. While the last decade has seen various initiatives that created a multitude of approaches and technologies tailored to Europe's specific needs, there is still an immense level of fragmentation. At the same time, AI has become an increasingly important concept in the European Information and Communication Technology area. For a few years now, AI, including many opportunities, synergies but also misconceptions, has been overshadowing every other topic. We present an overview of the European LT landscape, describing funding programmes, activities, actions and challenges in the different countries with regard to LT, including the current state of play in industry and the LT market. We ... : Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020). To appear ...
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Keyword:
Artificial Intelligence cs.AI; Computation and Language cs.CL; Digital Libraries cs.DL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2003.13833 https://dx.doi.org/10.48550/arxiv.2003.13833
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Linguistically inspired morphological inflection with a sequence to sequence model ...
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Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers ...
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INFODENS: An Open-source Framework for Learning Text Representations ...
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Massively Multilingual Neural Grapheme-to-Phoneme Conversion ...
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An Empirical Analysis of NMT-Derived Interlingual Embeddings and their Use in Parallel Sentence Identification ...
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Predicting the Law Area and Decisions of French Supreme Court Cases ...
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