Go Back   2020 2021 MBA > MBA > Main Forum




  #1  
Old 23rd October 2020, 08:53 PM
Super Moderator
 
Join Date: May 2012
Default Sathyabama Institute of Science and Technology BE CSE SITA3010 Natural Language Processing Syllabus

Sathyabama Institute of Science and Technology BE CSE SITA3010 Natural Language Processing Syllabus

SATHYABAMA INSTITUTE OF SCIENCE AND TECHNOLOGY SCHOOL OF COMPUTING

SITA3010 NATURAL LANGUAGE PROCESSING
L T P Credits Total Marks
3 0 0 3 100

UNIT 1 INTRODUCTION 9 Hrs.
Introduction and challenges of natural language processing, Phases in natural language processing, An outline of English
syntax - Grammars and parsing - Features and Augmented Grammar.
UNIT 2 SYNTACTIC PROCESSING 9 Hrs.
Grammar for natural language - Toward efficient parsing - Ambiguity resolution - Statistical Methods, Feature Structure

UNIT 3 SEMANTIC INTERPRETATION 9 Hrs.
Semantic and logical form - Linking syntax and semantics - Ambiguity resolution - Other strategies for semantic
interpretation - Scoping for interpretation of noun phrases, Semantic attachments-Word senses, Relations between the
senses.

UNIT 4 CONTEXT AND WORLD KNOWLEDGE 9 Hrs.
Knowledge representation and reasoning - Using World Knowledge, Discourse Structure, Local discourse context and
reference.

UNIT 5 WORLD KNOWLEDGE AND SPOKEN LANGUAGE 9 Hrs.
Using world knowledge - Discourse structure - Defining conversational agent - An introduction to logic model - Theoretic
semantics - Symbolic computation - Speech recognition and spoken Language, Applications: Machine Translation,
Information Retrieval.
Max. 45 Hrs.

COURSE OUTCOMES
On completion of the course, student will be able to
CO1 - Understand NLP problems and survey the literature about that problem.
CO2 - Understand language modelling.
CO3 - Describe automated natural language generation and machine translation.
CO4 - Learn the natural language generation.
CO5 - Analyze and compare the use of different statistical approaches for different types of NLP applications.

TEXT / REFERENCE BOOKS
1. Richard M Reese, ―Natural Language Processing with Java, OReilly Media, 2015.
2. Nitin Indurkhya and Fred J. Damerau, ―Handbook of Natural Language Processing, 2nd Edition, Chapman and
Hall/CRC Press, 2010.
3. Daniel Jurafsky, James H. Martin―Speech and Language Processing: An Introduction to Natural Language
Processing, Computational Linguistics and Speech, Pearson Publication, 2014.

END SEMESTER EXAMINATION QUESTION PAPER PATTERN
Max. Marks : 100 Exam Duration : 3 Hrs.
PART A : 10 Questions of 2 marks each-No choice 20 Marks
PART B : 2 Questions from each unit with internal choice, each carrying 16 marks 80 Marks
Reply With Quote Quick reply to this message
Reply

Similar Threads
Thread Thread Starter Forum Replies Last Post
Sathyabama Institute of Science and Technology B.E. - Electronics and Telecommunication Engineering SECA2702 Software Design Lab Syllabus KunwarR Main Forum 0 22nd October 2020 11:10 AM
Sathyabama Institute of Science and Technology B.E. - Mechanical Engineering SMEA3018 Fundamentals of Nano materials and Technology Syllabus KunwarR Main Forum 0 22nd October 2020 10:23 AM
Sathyabama Institute of Science and Technology B.Pharma BP303T Pharmaceutical Microbiology Syllabus Arvind Kumar Main Forum 0 21st October 2020 11:53 AM
Sathyabama Institute of Science and Technology B.Sc - BioChemistry SMB1607 Medical Laboratory techniques Syllabus KunwarR Main Forum 0 16th October 2020 05:53 PM
Sathyabama Institute of Science and Technology LL.B - LL.B SAL1901 Civil Procedure Code and Limitation Act Syllabus Arvind Kumar Main Forum 0 16th October 2020 05:20 PM
Sathyabama Institute of Science and Technology B.E. - Electronics and Telecommunication Engineering SCSA4002 5 G Networks Syllabus Arvind Kumar Main Forum 0 14th October 2020 04:10 PM
Sathyabama Institute of Science and Technology B.Arch - Architecture SAR1206 History of Architecture II Syllabus Arvind Kumar Main Forum 0 14th October 2020 04:06 PM
Sathyabama Institute of Science and Technology B.E. - Automobile Engineering SCIA4001 Disaster Management Syllabus Arvind Kumar Main Forum 0 12th October 2020 04:50 PM
Sathyabama Institute of Science and Technology BE ECE SECA1602 Programming in HDL Syllabus KunwarR Main Forum 0 10th October 2020 04:57 PM
Sathyabama Institute of Science and Technology BE CSE SCSA3009 Soft Computing Syllabus KunwarR Main Forum 0 10th October 2020 04:55 PM
Sathyabama Institute of Science and Technology B.Sc - Biotechnology SBB1615 Bioethics, Biosafety and IPR Syllabus Arvind Kumar Main Forum 0 9th October 2020 06:35 PM
Sathyabama Institute of Science and Technology B.Sc - Physics SCY4217 Allied Chemistry Lab-I Syllabus Arvind Kumar Main Forum 0 9th October 2020 06:30 PM
Sathyabama Institute of Science and Technology B.E. - Electronics and Instrumentation Engineering SCSA1206 C and Data Structures Syllabus Arvind Kumar Main Forum 0 9th October 2020 06:26 PM
Sathyabama Institute of Science and Technology B.Pharma BP112RBP Remedial Biology Syllabus Arvind Kumar Main Forum 0 7th October 2020 10:41 AM
Sathyabama Institute of Science and Technology B.Tech IT SITA1301 Programming in Java Syllabus Arvind Kumar Main Forum 0 7th October 2020 09:11 AM
Sathyabama Institute of Science and Technology B.E. - Mechanical Engineering SMEA3007 Computer Integrated Manufacturing Systems Syllabus KunwarR Main Forum 0 6th October 2020 09:58 AM
Sathyabama Institute of Science and Technology B.Sc - MicroBiology SMB4401 Soil & Agricultural Microbiology Lab Syllabus KunwarR Main Forum 0 2nd October 2020 03:22 PM
Sathyabama Institute of Science and Technology B.Com.LL.B - B.Com.LL.B. (Honours) SBA1601 Cost Accounting Syllabus KunwarR Main Forum 0 2nd October 2020 02:19 PM
Sathyabama Institute of Science and Technology B.E. - Electronics and Telecommunication Engineering SECA2304 Electronic & Digital Circuits Lab Syllabus KunwarR Main Forum 0 29th September 2020 03:39 PM
Sathyabama Institute of Science and Technology BE EEE SECA2703 Embedded And DSP Lab Syllabus KunwarR Main Forum 0 29th September 2020 02:56 PM


Quick Reply
Your Username: Click here to log in

Message:
Options

Thread Tools Search this Thread



All times are GMT +5.5. The time now is 04:06 PM.


Powered by vBulletin® Version 3.8.7
Copyright ©2000 - 2021, vBulletin Solutions, Inc.
Search Engine Friendly URLs by vBSEO 3.6.0 PL2

1 2