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ACL
2012
13 years 7 months ago
Discriminative Pronunciation Modeling: A Large-Margin, Feature-Rich Approach
We address the problem of learning the mapping between words and their possible pronunciations in terms of sub-word units. Most previous approaches have involved generative modeli...
Hao Tang, Joseph Keshet, Karen Livescu
137
Voted
ACL
2012
13 years 7 months ago
Large-Scale Syntactic Language Modeling with Treelets
We propose a simple generative, syntactic language model that conditions on overlapping windows of tree context (or treelets) in the same way that n-gram language models condition...
Adam Pauls, Dan Klein
ACL
2012
13 years 7 months ago
Sentence Dependency Tagging in Online Question Answering Forums
Online forums are becoming a popular resource in the state of the art question answering (QA) systems. Because of its nature as an online community, it contains more updated knowl...
Zhonghua Qu, Yang Liu
162
Voted
ACL
2012
13 years 7 months ago
Aspect Extraction through Semi-Supervised Modeling
Aspect extraction is a central problem in sentiment analysis. Current methods either extract aspects without categorizing them, or extract and categorize them using unsupervised t...
Arjun Mukherjee, Bing Liu 0001
147
Voted
ACL
2012
13 years 7 months ago
A System for Real-time Twitter Sentiment Analysis of 2012 U.S. Presidential Election Cycle
This paper describes a system for real-time analysis of public sentiment toward presidential candidates in the 2012 U.S. election as expressed on Twitter, a microblogging service....
Hao Wang, Dogan Can, Abe Kazemzadeh, Franço...