Natural Language Processing (KOE088) - AKTU Question Paper 2024-25
B.Tech · Semester 8 · Free PDF Download
This is the official AKTU Natural Language Processing Previous Year Question Paper for B.Tech Semester 8, academic session 2024-25. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.
Course:B.Tech
Semester:Semester 8
Session:2024-25
University:AKTU / UPTU
Rate this paper
Questions Asked in 2024-25
Natural Language Processing (KOE088) — extracted question text · 100 marks · 3 Hours
Section AAttempt all questions in brief. 2 x 10 = 20
- aWhat is Natural Language Processing (NLP)? Write the applications of NLP
- bWrite the phases of Natur al Language Processing
- cWrite the key steps used for nor malizing textual data in NLP
- dWhat are the techniques used fo r text representation and text embedding in NLP
- eProvide an example of how a regular expression can be used in NLP for text pattern matching
- fDifferentiate betwe en NLU and NLP
- gWhat is natural language understanding (NLU)? Write the applications of NLU
- hWrite some challenges of NLU. 1 K2 i. What is Pre-Trained Language Models? Write deep learning tech niques used for NLP. j. How does natural language understanding work?
Section BAttempt any three of the following: 10 x 3 = 30
- aWhat do you mean by knowledge representation? Discuss about the semantics and knowledge representation in NLP
- bDefine lexical semantics and gi ve an example of how it influ ences sentence meaning
- cWhat do you mean by semantics? Discuss about the components and elements of semantic analysis
- dWhat are the basic units of semantic system? Discuss about the techniques used for semantic analysis
- eWhat is Machine Translation (MT)? What are the components of MT? write some applications of MT
Section CAttempt any one part of the following: 10 x 1 = 10
- aWhat is Augmented Grammars? Why use Augmented Grammars in NLP? Discuss in detail
- bWhat is Parsing? Differentiate between Top Down and Bottom U p parsing. Write the advantages a nd disadvantages of Top Down and Bottom Up parsing used in NLP
- aWhat are Augmented Transition Networks? How ATNs work? Write advantages and applications of ATN
- bWhat is morphological analysi s ? W h a t a r e t h e t e c h n i q u e s u s ed in morphological analysis for NLP? Write importance and applications of morphological analysis
- aWhat is Context-Free Grammars (CFGs)? Discuss about the diff erent types of grammars used in NLP
- bWhat is an Auxiliary Verb? Discuss about the different types o f Auxiliary Verbs. How to use Auxiliary Verbs explain with the he lp of an example?
- aWhat do you mean by ambiguity and uncertainty in human langu age? Discuss about the major challenges of NLP
- bWhat are the statistics used for NLP? Discuss about the various Neural Network models used for NLP
- aWhat are Probabilistic Models? What are the different types of Probabilistic Models? Write importance and applications of Probabilistic Models
- bDefine Probabilistic Context Free Grammar (PCFG). Write CKY parsing algorithm. How to calculate the probability of a parse tree in PCFG?
Question text is extracted from the official AKTU question paper PDF above. Check the original PDF for equations, diagrams and complete wording. Extracted: 2026-08-23.
Natural Language Processing — Other Year Papers
AKTU Natural Language Processing PYQs from other sessions
More B.Tech Semester 8 (2024-25) Papers
Other subjects from same semester and session
Modeling And Simulation Of Dynamics Systems2024-25Bio Medical Signal Processing2024-25Introduction To Smart Grid2024-25Fundamentals Of Drone Technology2024-25Computerized Process Control2024-25Modeling Of Field Effect Nano Devices2024-25Electric Vehicles2024-25Rural Development Administration And Planning2024-25
View all B.Tech Semester 8 2024-25 papers →Syllabus & More PYQs
Paper solve karne se pehle unit-wise syllabus dekh lo