Natural Language Processing detailed syllabus for Information Technology (IT), R18 regulation has been taken from the JNTUHs official website and presented for the students of B.Tech Information Technology branch affiliated to JNTUH course structure. For Course Code, Course Titles, Theory Lectures, Tutorial, Practical/Drawing, Credits, and other information do visit full semester subjects post given below. The syllabus PDF files can also be downloaded from the universities official website.
For all the other IT 4th Year 2nd Sem Syllabus for B.Tech R18 Regulation JNTUH scheme, visit Information Technology 4th Year 2nd Sem R18 Scheme.
For all the (Professional Elective-6) subjects refer to Professional Elective-6 Scheme. The detail syllabus for natural language processing is as follows.
Prerequisites:
Data structures, finite automata and probability theory
Course Objective:
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Course Outcome:
- Show sensitivity to linguistic phenomena and an ability to model them with formal grammars.
- Understand and carry out proper experimental methodology for training and evaluating empirical NLP systems
- Able to manipulate probabilities, construct statistical models over strings and trees, and estimate parameters using supervised and unsupervised training methods.
- Able to design, implement, and analyze NLP algorithms
- Able to design different language modeling Techniques.
Unit – I
Finding the Structure of Words: Words and Their Components, Issues and Challenges, Morphological Models Finding the Structure of Documents: Introduction, Methods, Complexity of the Approaches, Performances of the Approaches
Unit – II
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Unit – III
Semantic Parsing: Introduction, Semantic Interpretation, System Paradigms, Word Sense Systems, Software.
Unit – IV
Predicate-Argument Structure, Meaning Representation Systems, Software.
Unit – V
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
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Text Books:
- Multilingual natural Language Processing Applications: From Theory to Practice – Daniel M. Bikel and Imed Zitouni, Pearson Publication
- Natural Language Processing and Information Retrieval: Tanvier Siddiqui, U.S. Tiwary
Reference Books:
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier..
For detail syllabus of all other subjects of B.Tech Information Technology 4th Year 2nd Sem , visit IT 4th Year 2nd Sem syllabus subjects.
For B.Tech Information Technology (IT) 4th Year results, visit JNTUH B.Tech Information Technology semester results direct link.