National Institute of Technology Rourkela

राष्ट्रीय प्रौद्योगिकी संस्थान राउरकेला

ଜାତୀୟ ପ୍ରଯୁକ୍ତି ପ୍ରତିଷ୍ଠାନ ରାଉରକେଲା

An Institute of National Importance

Syllabus

Course Details

Subject {L-T-P / C} : CS6379 : Natural Language Processing Laboratory { 0-0-3 / 2}

Subject Nature : Practical

Coordinator : Durga Prasad Mohapatra

Syllabus

Module 1 :

POS Tagging (HMM), POS Tagging (Viterbi, CRF), Shallow Parsing / Chunking, Word Sense disambiguation, Named Entity Recognition, Vector State Model and other Retrieval Techniques, Question Answering, Text Summarization, Sentiment Analysis, Natural Language Generation, Machine Translation

Course Objective

1 .

to understand the underlying concepts of NLP

2 .

To analyze how the conventional methods can be applied to ASR

Course Outcome

1 .

The students should be able to design a ASR and TTS

Essential Reading

1 .

(Daniel Jurafsky and James Martin, Speech and Language Processing, Prentice-Hall