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WSDM
2012
ACM
309views Data Mining» more  WSDM 2012»
12 years 3 months ago
Mining contrastive opinions on political texts using cross-perspective topic model
This paper presents a novel opinion mining research problem, which is called Contrastive Opinion Modeling (COM). Given any query topic and a set of text collections from multiple ...
Yi Fang, Luo Si, Naveen Somasundaram, Zhengtao Yu
EMNLP
2010
13 years 5 months ago
Two Decades of Unsupervised POS Induction: How Far Have We Come?
Part-of-speech (POS) induction is one of the most popular tasks in research on unsupervised NLP. Many different methods have been proposed, yet comparisons are difficult to make s...
Christos Christodoulopoulos, Sharon Goldwater, Mar...
MODELS
2009
Springer
14 years 2 months ago
Scalable Semantic Annotation Using Lattice-Based Ontologies
Man-Kit Leung, Thomas Mandl, Edward A. Lee, Elizab...
CICLING
2009
Springer
14 years 8 months ago
Improved Unsupervised Name Discrimination with Very Wide Bigrams and Automatic Cluster Stopping
We cast name discrimination as a problem in clustering short contexts. Each occurrence of an ambiguous name is treated independently, and represented using second?order context vec...
Ted Pedersen
NLUCS
2010
13 years 5 months ago
Context Accommodation in Human Language Processing
This paper describes a model of human language processing (HLP) which is incremental and interactive, in concert with prevailing psycholinguistic evidence. To achieve this, the mod...
Jerry Ball