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Bootstrapping Techniques for Polysynthetic Morphological Analysis ...
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Learning Crosslingual Word Embeddings without Bilingual Corpora ...
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Abstract:
Crosslingual word embeddings represent lexical items from different languages in the same vector space, enabling transfer of NLP tools. However, previous attempts had expensive resource requirements, difficulty incorporating monolingual data or were unable to handle polysemy. We address these drawbacks in our method which takes advantage of a high coverage dictionary in an EM style training algorithm over monolingual corpora in two languages. Our model achieves state-of-the-art performance on bilingual lexicon induction task exceeding models using large bilingual corpora, and competitive results on the monolingual word similarity and cross-lingual document classification task. ...
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Keyword:
Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/1606.09403 https://dx.doi.org/10.48550/arxiv.1606.09403
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Extending Dublin Core Metadata to Support the Description and Discovery of Language Resources ...
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Annotation Graphs and Servers and Multi-Modal Resources: Infrastructure for Interdisciplinary Education, Research and Development ...
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TableTrans, MultiTrans, InterTrans and TreeTrans: Diverse Tools Built on the Annotation Graph Toolkit ...
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The Open Language Archives Community and Asian Language Resources ...
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ATLAS: A flexible and extensible architecture for linguistic annotation ...
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A Formal Framework for Linguistic Annotation (revised version) ...
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Annotation graphs as a framework for multidimensional linguistic data analysis ...
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A lexical database tool for quantitative phonological research ...
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