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COLING
2010
13 years 2 months ago
Unsupervised Discriminative Language Model Training for Machine Translation using Simulated Confusion Sets
An unsupervised discriminative training procedure is proposed for estimating a language model (LM) for machine translation (MT). An English-to-English synchronous context-free gra...
Zhifei Li, Ziyuan Wang, Sanjeev Khudanpur, Jason E...
COLING
2010
13 years 2 months ago
A framework for representing lexical resources
Our goal is to propose a description model for the lexicon. We describe a software framework for representing the lexicon and its variations called Proteus. Various examples show ...
Fabrice Issac
COLING
2010
13 years 2 months ago
Extraction of Multi-word Expressions from Small Parallel Corpora
We present a general methodology for extracting multi-word expressions (of various types), along with their translations, from small parallel corpora. We automatically align the p...
Yulia Tsvetkov, Shuly Wintner
COLING
2010
13 years 2 months ago
Towards the Adequate Evaluation of Morphosyntactic Taggers
There exists a well-established and almost unanimously adopted measure of tagger performance, namely, accuracy. Although it is perfectly adequate for small tagsets and typical app...
Szymon Acedanski, Adam Przepiórkowski
COLING
2010
13 years 2 months ago
A Review Selection Approach for Accurate Feature Rating Estimation
In this paper, we propose a review selection approach towards accurate estimation of feature ratings for services on participatory websites where users write textual reviews for t...
Chong Long, Jie Zhang, Xiaoyan Zhu
COLING
2010
13 years 2 months ago
Discriminant Ranking for Efficient Treebanking
Treebank annotation is a labor-intensive and time-consuming task. In this paper, we show that a simple statistical ranking model can significantly improve treebanking efficiency b...
Yi Zhang 0003, Valia Kordoni
COLING
2010
13 years 2 months ago
Shallow Information Extraction from Medical Forum Data
We study a novel shallow information extraction problem that involves extracting sentences of a given set of topic categories from medical forum data. Given a corpus of medical fo...
Parikshit Sondhi, Manish Gupta, ChengXiang Zhai, J...
COLING
2010
13 years 2 months ago
Building Systematic Reviews Using Automatic Text Classification Techniques
The amount of information in medical publications continues to increase at a tremendous rate. Systematic reviews help to process this growing body of information. They are fundame...
Oana Frunza, Diana Inkpen, Stan Matwin
COLING
2010
13 years 2 months ago
A Global Relaxation Labeling Approach to Coreference Resolution
This paper describes the participation of RelaxCor in the Semeval-2010 task number 1: "Coreference Resolution in Multiple Languages". RelaxCor is a constraint-based grap...
Emili Sapena, Lluís Padró, Jordi Tur...