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ACL
2008
13 years 5 months ago
Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation
In statistical language modeling, one technique to reduce the problematic effects of data sparsity is to partition the vocabulary into equivalence classes. In this paper we invest...
Jakob Uszkoreit, Thorsten Brants
ACL
2007
13 years 5 months ago
Real-Time Correction of Closed-Captions
Live closed-captions for deaf and hard of hearing audiences are currently produced by stenographers, or by voice writers using speech recognition. Both techniques can produce capt...
Patrick Cardinal, Gilles Boulianne, Michel Comeau,...
ACL
2008
13 years 5 months ago
Combining Speech Retrieval Results with Generalized Additive Models
Rapid and inexpensive techniques for automatic transcription of speech have the potential to dramatically expand the types of content to which information retrieval techniques can...
J. Scott Olsson, Douglas W. Oard
ACL
2008
13 years 5 months ago
Robustness and Generalization of Role Sets: PropBank vs. VerbNet
This paper presents an empirical study on the robustness and generalization of two alternative role sets for semantic role labeling: PropBank numbered roles and VerbNet thematic r...
Beñat Zapirain, Eneko Agirre, Lluís ...
ACL
2007
13 years 5 months ago
Semantic Class Induction and Coreference Resolution
This paper examines whether a learningbased coreference resolver can be improved using semantic class knowledge that is automatically acquired from a version of the Penn Treebank ...
Vincent Ng
ACL
2008
13 years 5 months ago
Unsupervised Translation Induction for Chinese Abbreviations using Monolingual Corpora
Chinese abbreviations are widely used in modern Chinese texts. Compared with English abbreviations (which are mostly acronyms and truncations), the formation of Chinese abbreviati...
Zhifei Li, David Yarowsky
ACL
2007
13 years 5 months ago
An Implementation of Combined Partial Parser and Morphosyntactic Disambiguator
The aim of this paper is to present a simple yet efficient implementation of a tool for simultaneous rule-based morphosyntactic tagging and partial parsing formalism. The parser ...
Aleksander Buczynski
ACL
2008
13 years 5 months ago
Automatic Syllabification with Structured SVMs for Letter-to-Phoneme Conversion
We present the first English syllabification system to improve the accuracy of letter-tophoneme conversion. We propose a novel discriminative approach to automatic syllabification...
Susan Bartlett, Grzegorz Kondrak, Colin Cherry
ACL
2008
13 years 5 months ago
A Probabilistic Model for Fine-Grained Expert Search
Expert search, in which given a query a ranked list of experts instead of documents is returned, has been intensively studied recently due to its importance in facilitating the ne...
Shenghua Bao, Huizhong Duan, Qi Zhou, Miao Xiong, ...