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cs.CL2000
A Classification Approach to Word Prediction
Yair Even-Zohar, Dan Roth
The eventual goal of a language model is to accurately predict the value of a missing word given its context. We present an approach to word prediction that is based on learning a…
cs.LG2000
A Learning Approach to Shallow Parsing
Marcia Muñoz, Vasin Punyakanok, Dan Roth +1
A SNoW based learning approach to shallow parsing tasks is presented and studied experimentally. The approach learns to identify syntactic patterns by combining simple predictors t…
cs.CL2000
Applying System Combination to Base Noun Phrase Identification
Erik F. Tjong Kim Sang, Walter Daelemans, Herve Dejean +4
We use seven machine learning algorithms for one task: identifying base noun phrases. The results have been processed by different system combination methods and all of these outpe…