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1
Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning ...
Cohen, Shay B.; Smith, Noah A.. - : Figshare, 2018
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2
Nonparametric Word Segmentation for Machine Translation ...
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3
Unsupervised Bilingual POS Tagging with Markov Random Fields ...
Abstract: In this paper, we give a treatment to the problem of bilingual part-of-speech induction with parallel data. We demonstrate that na¨ıve optimization of log-likelihood with joint MRFs suffers from a severe problem of local maxima, and suggest an alternative – using contrastive estimation for estimation of the parameters. Our experiments show that estimating the parameters this way, using overlapping features with joint MRFs performs better than previous work on the 1984 dataset. ...
Keyword: 89999 Information and Computing Sciences not elsewhere classified; FOS Computer and information sciences
URL: https://dx.doi.org/10.1184/r1/6473810.v1
https://figshare.com/articles/Unsupervised_Bilingual_POS_Tagging_with_Markov_Random_Fields/6473810/1
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4
Unsupervised Bilingual POS Tagging with Markov Random Fields ...
Desai Chen; Dyer, Chris; Cohen, Shay B.. - : Figshare, 2018
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5
Knowledge-Rich Morphological Priors for Bayesian Language Models ...
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6
A Corpus and Model Integrating Multiword Expressions and Supersenses ...
Schneider, Nathan; Smith, Noah A.. - : Figshare, 2018
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7
A Corpus and Model Integrating Multiword Expressions and Supersenses ...
Schneider, Nathan; Smith, Noah A.. - : Figshare, 2018
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8
Learning Word Representations with Hierarchical Sparse Coding ...
Yogatama, Dani; Manaal Faruqui; Dyer, Chris. - : Carnegie Mellon University, 2015
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9
Learning Word Representations with Hierarchical Sparse Coding ...
Yogatama, Dani; Manaal Faruqui; Dyer, Chris. - : Carnegie Mellon University, 2015
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10
Retrofitting Word Vectors to Semantic Lexicons ...
Manaal Faruqui; Dodge, Jesse; Sujay Kumar Jauhar. - : Carnegie Mellon University, 2015
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11
Retrofitting Word Vectors to Semantic Lexicons ...
Manaal Faruqui; Dodge, Jesse; Sujay Kumar Jauhar. - : Carnegie Mellon University, 2015
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12
Narrative framing of consumer sentiment in online restaurant reviews ...
Jurafsky, Dan; Chahuneau, Victor; Routledge, Bryan R. - : Carnegie Mellon University, 2014
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13
A Discriminative Graph-Based Parser for the Abstract Meaning Representation ...
Flanigan, Jeffrey; Thomson, Sam; Carbonell, Jaime G.. - : Carnegie Mellon University, 2014
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14
Narrative framing of consumer sentiment in online restaurant reviews ...
Jurafsky, Dan; Chahuneau, Victor; Routledge, Bryan R. - : Carnegie Mellon University, 2014
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15
A Discriminative Graph-Based Parser for the Abstract Meaning Representation ...
Flanigan, Jeffrey; Thomson, Sam; Carbonell, Jaime G.. - : Carnegie Mellon University, 2014
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16
Frame-Semantic Parsing ...
Dipanjan Das; Desai Chen; Martins, Andre F.T.. - : Carnegie Mellon University, 2014
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17
Linguistic Structured Sparsity in Text Categorization ...
Yogatama, Dani; Smith, Noah A.. - : Carnegie Mellon University, 2014
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18
Linguistic Structured Sparsity in Text Categorization ...
Yogatama, Dani; Smith, Noah A.. - : Carnegie Mellon University, 2014
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19
Frame-Semantic Parsing ...
Dipanjan Das; Desai Chen; Martins, Andre F.T.. - : Carnegie Mellon University, 2014
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20
Phrase Dependency Machine Translation with Quasi-Synchronous Tree-to-Tree Features ...
Gimpel, Kevin; Smith, Noah A.. - : Carnegie Mellon University, 2014
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