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» Computational Linguistics
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129
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COLING
2010
14 years 11 months ago
Unsupervised Part of Speech Tagging Using Unambiguous Substitutes from a Statistical Language Model
We show that unsupervised part of speech tagging performance can be significantly improved using likely substitutes for target words given by a statistical language model. We choo...
Mehmet Ali Yatbaz, Deniz Yuret
124
Voted
COLING
2010
14 years 11 months ago
Automatic Committed Belief Tagging
We go beyond simple propositional meaning extraction and present experiments in determining which propositions in text the author believes. We show that deep syntactic parsing hel...
Vinodkumar Prabhakaran, Owen Rambow, Mona T. Diab
138
Voted
COLING
2010
14 years 11 months ago
Citation Author Topic Model in Expert Search
This paper proposes a novel topic model, Citation-Author-Topic (CAT) model that addresses a semantic search task we define as expert search
Yuancheng Tu, Nikhil Johri, Dan Roth, Julia Hocken...
93
Voted
COLING
2010
14 years 11 months ago
Text Mining for Automatic Image Tagging
This paper introduces several extractive approaches for automatic image tagging, relying exclusively on information mined from texts. Through evaluations on two datasets, we show ...
Chee Wee Leong, Rada Mihalcea, Samer Hassan
138
Voted
COLING
2010
14 years 11 months ago
A High-Performance Syntactic and Semantic Dependency Parser
This demonstration presents a highperformance syntactic and semantic dependency parser. The system consists of a pipeline of modules that carry out the tokenization, lemmatization...
Björkelund Anders, Bohnet Bernd, Love Hafdell...