Natural Language Processing

We present a simple method for transferring dependency parsers from source languages with labeled training data to target languages without labeled training data. We ﬁrst demons...

Ryan T. McDonald, Slav Petrov, Keith Hall

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23

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EMNLP
2011

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Divide and Conquer: Crowdsourcing the Creation of Cross-Lingual Textual Entailment Corpora

12 years 12 months ago

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Matteo Negri, Luisa Bentivogli, Yashar Mehdad, Dan...

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22

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EMNLP
2011

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Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance

12 years 12 months ago

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Shay B. Cohen, Dipanjan Das, Noah A. Smith

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37

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EMNLP
2011

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Approximate Scalable Bounded Space Sketch for Large Data NLP

12 years 12 months ago

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We exploit sketch techniques, especially the Count-Min sketch, a memory, and time efﬁcient framework which approximates the frequency of a word pair in the corpus without explic...

Amit Goyal, Hal Daumé III

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33

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EMNLP
2011

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Class Label Enhancement via Related Instances

12 years 12 months ago

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Class-instance label propagation algorithms have been successfully used to fuse information from multiple sources in order to enrich a set of unlabeled instances with class labels...

Zornitsa Kozareva, Konstantin Voevodski, Shang-Hua...

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EMNLP
2011

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Probabilistic models of similarity in syntactic context

12 years 12 months ago