Various Statistical Techniques Used in NLP

In this research paper, author has explained various statistical techniques used in natural language processing. Statistical techniques explained are HMM based technique, conditional random field based technique, support vector machine based technique and N-gram based technique. These techniques are used in developing fundamental applications like morphological analyzer, part of speech tagger, phrase chunker and clause boundary identification etc. and advanced applications like grammar checker, spell checker, summarization system etc.