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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.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…
cs.CL1998
Learning to Resolve Natural Language Ambiguities: A Unified Approach
Dan Roth
We analyze a few of the commonly used statistics based and machine learning algorithms for natural language disambiguation tasks and observe that they can be re-cast as learning li…