EMNLP 2007 | Sciweavers

37

EMNLP
2007

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Towards Robust Unsupervised Personal Name Disambiguation

14 years 1 months ago

The increasing use of large open-domain document sources is exacerbating the problem of ambiguity in named entities. This paper explores the use of a range of syntactic and semant...

Ying Chen, James Martin

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26

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EMNLP
2007

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A Probabilistic Approach to Diachronic Phonology

14 years 1 months ago

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We present a probabilistic model of diachronic phonology in which individual word forms undergo stochastic edits along the branches of a phylogenetic tree. Our approach allows us ...

Alexandre Bouchard-Côté, Percy Liang,...

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38

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EMNLP
2007

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Improving Word Sense Disambiguation Using Topic Features

14 years 1 months ago

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This paper presents a novel approach for exploiting the global context for the task of word sense disambiguation (WSD). This is done by using topic features constructed using the ...

Junfu Cai, Wee Sun Lee, Yee Whye Teh

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25

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EMNLP
2007

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Identification and Resolution of Chinese Zero Pronouns: A Machine Learning Approach

14 years 1 months ago

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Shanheng Zhao, Hwee Tou Ng

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32

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EMNLP
2007

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Online Learning of Relaxed CCG Grammars for Parsing to Logical Form

14 years 1 months ago

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We consider the problem of learning to parse sentences to lambda-calculus representations of their underlying semantics and present an algorithm that learns a weighted combinatory...

Luke S. Zettlemoyer, Michael Collins

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37

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EMNLP
2007

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Learning to Find English to Chinese Transliterations on the Web

14 years 1 months ago

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We present a method for learning to find English to Chinese transliterations on the Web. In our approach, proper nouns are expanded into new queries aimed at maximizing the probab...

Jian-Cheng Wu, Jason S. Chang

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34

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EMNLP
2007

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Using Semantic Roles to Improve Question Answering

14 years 1 months ago

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Shallow semantic parsing, the automatic identiﬁcation and labeling of sentential constituents, has recently received much attention. Our work examines whether semantic role info...

Dan Shen, Mirella Lapata

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10

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EMNLP
2007

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Multiple Alignment of Citation Sentences with Conditional Random Fields and Posterior Decoding

14 years 1 months ago

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Ariel S. Schwartz, Anna Divoli, Marti A. Hearst

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31

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EMNLP
2007

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Scalable Term Selection for Text Categorization

14 years 1 months ago

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In text categorization, term selection is an important step for the sake of both categorization accuracy and computational efﬁciency. Different dimensionalities are expected und...

Jingyang Li, Maosong Sun

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14

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EMNLP
2007

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Global Learning of Labeled Dependency Trees

14 years 1 months ago

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Michael Schiehlen, Kristina Spranger

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