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COLING
2010
14 years 5 months ago
Kernel Slicing: Scalable Online Training with Conjunctive Features
This paper proposes an efficient online method that trains a classifier with many conjunctive features. We employ kernel computation called kernel slicing, which explicitly consid...
Naoki Yoshinaga, Masaru Kitsuregawa
COLING
2010
14 years 5 months ago
Dependency-driven Anaphoricity Determination for Coreference Resolution
This paper proposes a dependency-driven scheme to dynamically determine the syntactic parse tree structure for tree kernel-based anaphoricity determination in coreference resoluti...
Fang Kong, Guodong Zhou, Longhua Qian, Qiaoming Zh...
COLING
2010
14 years 5 months ago
Hierarchical Phrase-based Machine Translation with Word-based Reordering Model
Hierarchical phrase-based machine translation can capture global reordering with synchronous context-free grammar, but has little ability to evaluate the correctness of word order...
Katsuhiko Hayashi, Hajime Tsukada, Katsuhito Sudoh...
COLING
2010
14 years 5 months ago
A Large Scale Ranker-Based System for Search Query Spelling Correction
This paper makes three significant extensions to a noisy channel speller designed for standard written text to target the challenging domain of search queries. First, the noisy ch...
Jianfeng Gao, Xiaolong Li, Daniel Micol, Chris Qui...
COLING
2010
14 years 5 months ago
A Vector Space Model for Subjectivity Classification in Urdu aided by Co-Training
The goal of this work is to produce a classifier that can distinguish subjective sentences from objective sentences for the Urdu language. The amount of labeled data required for ...
Smruthi Mukund, Rohini K. Srihari