Natural Language Processing (NLP)
31 videos • 81,493 views • by Varsha's engineering stuff
1
N-Gram Language Model, Exercises using, Bi-Gram, Tri-gram & Four-gram, Natural Language Processing
Varsha's engineering stuff
Download
2
N-gram, Language Model, Laplace smoothing, Zero probability, Perplexity, Bigram, Trigram, Fourgram
Varsha's engineering stuff
Download
3
Language Model(LM) in NLP, Applications of LM, Evaluations, Adv. and disadv of LM, N gram variations
Varsha's engineering stuff
Download
4
NLP Introduction Part II: Stages/Phases in Natural Language Processing, Various stages with eg.
Varsha's engineering stuff
Download
5
Part of Speech Tag (POS), Part 1
Varsha's engineering stuff
Download
6
Part of Speech (POS)Tagging, NLP, Part II
Varsha's engineering stuff
Download
7
Part of Speech Tagging (POS), Hidden Markov Model, Natural Language Processing
Varsha's engineering stuff
Download
8
PART of Speech Tagging, HMM Model, Viterbi Algorithm, NLP, Emission, Transition Probability Matrix
Varsha's engineering stuff
Download
9
Part of Speech (POS) Tagging, Viterbi Algorithm, Solved Problem, Natural Language Processing
Varsha's engineering stuff
Download
10
HMM Viterbi Algorithm, POS Tagging Disambiguation, Natural Language Processing,
Varsha's engineering stuff
Download
11
Maximum Entropy Model, Natural Language Processing, Discriminative Model
Varsha's engineering stuff
Download
12
Maximum Entropy Model, Solved Problem on Part of Speech (POS) Tagging, Natural Language Processing
Varsha's engineering stuff
Download
13
Good Turing Discounting, Smoothing, C*, P*GT, Backoff, Interpolation, Laplace, MLE, NLP
Varsha's engineering stuff
Download
14
Part 1: Parsers in NLP, Parsers Role,Words & Word Groups (Constituency),Types of Parsers, Ambiguity
Varsha's engineering stuff
Download
15
Part 2: NLP Parsers, Modelling Constituency, CFG, Chomsky Normal Form (CNF), Top down & Bottom Up
Varsha's engineering stuff
Download
16
Parser Part 3: Bottom Up, COCKE-YOUNGER-KASAMI (CYK or CKY Parser), NLP, CNF, CFG, Tree, Dynamic
Varsha's engineering stuff
Download
17
Part 4: Bottom Up Parser, Shift Reduce Parser, Stack, Shift, Reduce, Ambiguity, Backtracking exercis
Varsha's engineering stuff
Download
18
Part 5: PCFG parser, Bottom Up Parser, NLP, CFG, Probability, CYK Algorithm, Parse Trees Exercises
Varsha's engineering stuff
Download
19
PCFG Parser, @shorts, #shorts, @varshasengineeringstuff4621
Varsha's engineering stuff
Download
20
Parser Part 6: Predictive Parser, Top Down, NLP, First, Follow, Stack, look ahead, Predictive Table
Varsha's engineering stuff
Download
21
Part 7: Earley Parser, Top Down Parser, NLP, Predict, Scan, Complete, Chart, Tanle, CFG Rule
Varsha's engineering stuff
Download
22
Part 1: Semantic Analysis, NLP, Computational, Distributional, Formal Semantics, Lexicon & Lexeme
Varsha's engineering stuff
Download
23
Semantic Analysis Part 3:Relations among lexemes & their Senses, NLP, Homonymy, Polysemy, Syno,
Varsha's engineering stuff
Download
24
NLP Introduction Part I:Definition,Natural Language Generation(NLG)& Understanding(NLU), Need, Goals
Varsha's engineering stuff
Download
25
NLP Introduction Part 3: Generic NLP System, Parser, Semantic, Pragmatic. & Discourse, Reasoner
Varsha's engineering stuff
Download
26
Part 4: History of NLP, First Era, Second Era, Third Era, Fourth Era, Introduction to NLP
Varsha's engineering stuff
Download
27
Part 5: Introduction to NLP, Language, Grammar and Knowledge in NLP
Varsha's engineering stuff
Download
28
Part 6: Introduction to NLP, Why NLP is hard, Textual Humor, Sarcasm, Idioms, Neologisms, Tokenizati
Varsha's engineering stuff
Download
29
PART 7: Introduction to NLP, Ambiguities, English, Lexical, Syntactic, Semantic, Pragmatic,Discourse
Varsha's engineering stuff
Download
30
Part 8: Introduction to NLP at various Levels in Marathi and Hindi Languages
Varsha's engineering stuff
Download
31
Part 9: Introduction to NLP, Challenges in NLP Application development
Varsha's engineering stuff
Download