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» Abbreviated text input using language modeling
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ACL
2009
14 years 9 months ago
Source-Language Entailment Modeling for Translating Unknown Terms
This paper addresses the task of handling unknown terms in SMT. We propose using source-language monolingual models and resources to paraphrase the source text prior to translatio...
Shachar Mirkin, Lucia Specia, Nicola Cancedda, Ido...
CISSE
2008
Springer
15 years 1 months ago
Sentiment Mining Using Ensemble Classification Models
We live in the information age, where the amount of data readily available already overwhelms our capacity to analyze and absorb it without help from our machines. In particular, ...
Matthew Whitehead, Larry Yaeger
NLPRS
2001
Springer
15 years 4 months ago
Migemo: Incremental Search Method for Languages with Many Character Faces
We introduce a new incremental search method called Migemo for languages with many character faces. Migemo performs the incremental search by dynamically expanding the input patte...
Satoru Takabayashi, Hiroyuki Komatsu, Toshiyuki Ma...
EMNLP
2009
14 years 9 months ago
Semi-supervised Semantic Role Labeling Using the Latent Words Language Model
Semantic Role Labeling (SRL) has proved to be a valuable tool for performing automatic analysis of natural language texts. Currently however, most systems rely on a large training...
Koen Deschacht, Marie-Francine Moens
EMNLP
2009
14 years 9 months ago
Stream-based Randomised Language Models for SMT
Randomised techniques allow very big language models to be represented succinctly. However, being batch-based they are unsuitable for modelling an unbounded stream of language whi...
Abby Levenberg, Miles Osborne