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1
Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning ...
Tsvetkov, Yulia; Manaal Faruqui; Ling, Wang. - : Carnegie Mellon University, 2016
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2
Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning ...
Tsvetkov, Yulia; Manaal Faruqui; Ling, Wang. - : Carnegie Mellon University, 2016
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3
Learning word representations with hierarchical sparse coding
In: http://proceedings.mlr.press/v37/yogatama15.pdf (2015)
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4
Learning Word Representations with Hierarchical Sparse Coding ...
Yogatama, Dani; Manaal Faruqui; Dyer, Chris. - : Carnegie Mellon University, 2015
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5
Learning Word Representations with Hierarchical Sparse Coding ...
Yogatama, Dani; Manaal Faruqui; Dyer, Chris. - : Carnegie Mellon University, 2015
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6
Retrofitting Word Vectors to Semantic Lexicons ...
Manaal Faruqui; Dodge, Jesse; Sujay Kumar Jauhar. - : Carnegie Mellon University, 2015
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7
Retrofitting Word Vectors to Semantic Lexicons ...
Manaal Faruqui; Dodge, Jesse; Sujay Kumar Jauhar. - : Carnegie Mellon University, 2015
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8
Improving Vector Space Word Representations Using Multilingual Correlation ...
Manaal Faruqui; Dyer, Chris. - : Carnegie Mellon University, 2014
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9
Improving Vector Space Word Representations Using Multilingual Correlation ...
Manaal Faruqui; Dyer, Chris. - : Carnegie Mellon University, 2014
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10
Evaluation of Word Vector Representations by Subspace Alignment
In: http://aclweb.org/anthology/D/D15/D15-1243.pdf
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11
Augmenting English Adjective Senses with Supersenses
In: http://www.lrec-conf.org/proceedings/lrec2014/pdf/1096_Paper.pdf
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12
Augmenting English Adjective Senses with Supersenses
In: http://www.cs.cmu.edu/~nschneid/adjs.pdf
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13
Community Evaluation and Exchange of Word Vectors at wordvectors.org
In: http://www.aclweb.org/anthology/P/P14/P14-5004.pdf
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14
Soundex-based Translation Correction in Urdu–English Cross-Language Information Retrieval
In: http://www.aclweb.org/anthology-new/W/W11/W11-3605.pdf
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15
Towards a model of formal and informal address in English
In: http://www.aclweb.org/anthology-new/E/E12/E12-1064.pdf
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16
“I Thou Thee, Thou Traitor”: Predicting Formal vs. Informal Address in English Literature
In: http://aclweb.org/anthology-new/P/P11/P11-2082.pdf
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17
An Information Theoretic Approach to Bilingual Word Clustering
In: http://aclweb.org/anthology/P/P13/P13-2136.pdf
Abstract: We present an information theoretic objective for bilingual word clustering that incorporates both monolingual distributional evidence as well as cross-lingual evidence from parallel corpora to learn high quality word clusters jointly in any number of languages. The monolingual component of our objective is the average mutual information of clusters of adjacent words in each language, while the bilingual component is the average mutual information of the aligned clusters. To evaluate our method, we use the word clusters in an NER system and demonstrate a statistically significant improvement in F1 score when using bilingual word clusters instead of monolingual clusters. 1
URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.386.2672
http://aclweb.org/anthology/P/P13/P13-2136.pdf
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18
An Information Theoretic Approach to Bilingual Word Clustering
In: http://www.cs.cmu.edu/~mfaruqui/papers/acl13-clustering.pdf
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