FREE
AKTU Natural Language Processing (BOE089) Syllabus PDF – B.Tech Open Elective
Natural Language Processing BOE089
All syllabus, notes, question bank & PYQ for this subject
Free
Download now
- English
- Semester 8
- 0 downloads
- 0 views
Official AKTU syllabus of Natural Language Processing (BOE089) for B.Tech Open Elective – 3 credits, L-T-P 3-0-0. Read the unit-wise course content, course outcomes, evaluation pattern and recommended books online, or download the PDF.
Syllabus — Natural Language Processing
Download PDFBOE089 · 3 credits · L-T-P 3-0-0
| I | Introduction to Natural Language Understanding: The study of Language, Applications of NLP, Evaluating Language Understanding Systems, Different levels of Language Analysis, Representations and Understanding, Organization of Natural language Understanding Systems, Linguistic Background: An outline of English syntax. | 08 |
| II | Introduction to semantics and knowledge representation, some applications like machine translation, database interface. | 08 |
| III | Grammars and Parsing: Grammars and sentence Structure, Top- Down and Bottom-Up Parsers, Transition Network Grammars, Top- Down Chart Parsing. Feature Systems and Augmented Grammars: Basic Feature system for English, Morphological Analysis and the Lexicon, Parsing with Features, Augmented Transition Networks. | 08 |
| IV | Grammars for Natural Language: Auxiliary Verbs and Verb Phrases, Movement Phenomenon in Language, Handling questions in Context-Free Grammars. Human preferences in Parsing, Encoding uncertainty, Deterministic Parser. | 08 |
| V | Ambiguity Resolution: Statistical Methods, Probabilistic Language Processing, Estimating Probabilities, Part-of Speech tagging, Obtaining Lexical Probabilities, Probabilistic Context-Free Grammars, Best First Parsing. Semantics and Logical Form, Word senses and Ambiguity, Encoding Ambiguity in Logical Form. | 08 |
Text Books
- Akshar Bharti, Vineet Chaitanya and Rajeev Sangal, “NLP: A Paninian Perspective”, Prentice Hall, New Delhi.
- James Allen, “Natural Language Understanding”, Pearson Education.
- D. Jurafsky, J. H. Martin, “Speech and Language Processing”, Pearson Education.
- L. M. Ivansca, S. C. Shapiro, “Natural Language Processing and Language Representation”, AAAI Press, 2000.
- T. Winograd, Language as a Cognitive Process, Addison-Wesley.
Ratings & Reviews
No reviews yet — share your experience with this item.