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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 Hits 1 – 7 of 7 1 Massively Multilingual Word Embeddings ... Ammar, Waleed; Mulcaire, George; Tsvetkov, Yulia. - : arXiv, 2016 BASE Show details 2 Many Languages, One Parser ... Ammar, Waleed; Mulcaire, George; Ballesteros, Miguel; Dyer, Chris; Smith, Noah A.. - : arXiv, 2016 Abstract: We train one multilingual model for dependency parsing and use it to parse sentences in several languages. The parsing model uses (i) multilingual word clusters and embeddings; (ii) token-level language information; and (iii) language-specific features (fine-grained POS tags). This input representation enables the parser not only to parse effectively in multiple languages, but also to generalize across languages based on linguistic universals and typological similarities, making it more effective to learn from limited annotations. Our parser's performance compares favorably to strong baselines in a range of data scenarios, including when the target language has a large treebank, a small treebank, or no treebank for training. ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.1602.01595 https://arxiv.org/abs/1602.01595 BASE Hide details 3 Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning ... Tsvetkov, Yulia; Sitaram, Sunayana; Faruqui, Manaal. - : arXiv, 2016 BASE Show details 4 Cross-lingual Models of Word Embeddings: An Empirical Comparison ... Upadhyay, Shyam; Faruqui, Manaal; Dyer, Chris. - : arXiv, 2016 BASE Show details 5 Learning to Compose Words into Sentences with Reinforcement Learning ... Yogatama, Dani; Blunsom, Phil; Dyer, Chris. - : arXiv, 2016 BASE Show details 6 Correlation-based Intrinsic Evaluation of Word Vector Representations ... Tsvetkov, Yulia; Faruqui, Manaal; Dyer, Chris. - : arXiv, 2016 BASE Show details 7 What Do Recurrent Neural Network Grammars Learn About Syntax? ... Kuncoro, Adhiguna; Ballesteros, Miguel; Kong, Lingpeng. - : arXiv, 2016 BASE Show details

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