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Natural Language Processing BAI601

Natural Language Processing BAI601

Download vtu notes, model paper of 6th semester for Natural Language Processing BAI601 2022 scheme…

Natural Language Processing BAI601

Course Code: BAI601

Credits: 04

CIE Marks: 50

SEE Marks: 50

Total Marks: 100

Exam Hours: 03

Total Hours of Pedagogy: 40H + 10L

Teaching Hours/Weeks: [L:T:P:S] 3:0:2:0

Introduction: What is Natural Language Processing? Origins of NLP, Language and Knowledge, The Challenges of NLP, Language and Grammar, Processing Indian Languages, NLP Applications.

Language Modeling: Statistical Language Model – N-gram model (unigram, bigram), Paninion Framework, Karaka theory.

Word Level Analysis: Regular Expressions, Finite-State Automata, Morphological Parsing, Spelling Error Detection and Correction, Words and Word Classes, Part-of Speech Tagging.

Syntactic Analysis: Context-Free Grammar, Constituency, Top-down and Bottom-up Parsing, CYK Parsing.

Naive Bayes, Text Classification and Sentiment: Naive Bayes Classifiers, Training the Naive Bayes Classifier, Worked Example, Optimizing for Sentiment Analysis, Naive Bayes for Other Text Classification Tasks, Naive Bayes as a Language Model.

Information Retrieval: Design Features of Information Retrieval Systems, Information Retrieval Models – Classical, Non-classical, Alternative Models of Information Retrieval – Custer model, Fuzzy model, LSTM model, Major Issues in Information Retrieval.

Lexical Resources: WordNet, FrameNet, Stemmers, Parts-of-Speech Tagger, Research Corpora.

Machine Translation: Language Divergences and Typology, Machine Translation using Encoder- Decoder, Details of the Encoder-Decoder Model, Translating in Low-Resource Situations, MT Evaluation, Bias and Ethical Issues.

2022 SCHEME QUESTION PAPER

Important Question

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Likith
Likith
08-05-2025 10:26 PM

Please upload the notes ASAP

someonesincere
someonesincere
Reply to  vtucircle
01-06-2025 6:32 PM

how much more time?? its been a month since you gave this reply…upload soon

someonesincere
someonesincere
Reply to  vtucircle
01-06-2025 6:32 PM

UPLOAD SOON ITS BEEN A MONTH AND EXAMS ARE COMING SOON FJKEWHDHSJKW

Bavi
Bavi
16-05-2025 9:53 AM

Please post the nlp model paper

anamika
anamika
20-05-2025 4:34 PM

NLP notes?????

hrishikesh
hrishikesh
29-05-2025 12:45 AM

sir please upload the notes our sem exams are coming ,pls upload or you are going to upload the notes after our sem exam

Kitty
Kitty
31-05-2025 10:37 AM

Please upload notes fast,no time for preparation 🙏

Avantika
Avantika
14-06-2025 11:03 AM

Please upload the notes ASAP

lavanya
lavanya
14-06-2025 11:54 AM

when will u upload this is too late sir pls fast

unknown
unknown
14-06-2025 4:35 PM

Please! Upload quickly

Fazil
Fazil
16-06-2025 11:23 AM

Hello dear ,
Sir/mam asap provide the notes for nlp

Unknown
Unknown
17-06-2025 12:47 PM

Thank You

DUKE
DUKE
17-06-2025 7:43 PM

Hey! Can you please post the NLP Model Papers Asap!

Unknown
Unknown
18-06-2025 2:22 PM

Can anyone tell me if I need to study additional topics from textbook not mentioned in syllabus?

Chandana
Chandana
22-06-2025 7:55 PM

Please upload module questions papers

Uday S
Uday S
03-07-2025 6:31 PM

BAD613B

Syed Urooj Ahmed
Syed Urooj Ahmed
04-07-2025 11:50 PM

Will the solutions for important questions be uploaded ?

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