Index of /nptel/computing/Natural Language Processing

	Name	Last modified	Size	Description
	Parent Directory		-
	Lecture 10_ Evaluation of Language Models, Basic Smoothing.mp4	2020-07-31 15:21	313M
	Lecture 11_ Tutorial I.mp4	2020-07-31 15:22	259M
	Lecture 12_ Language Modeling_ Advanced Smoothing Models.mp4	2020-07-31 15:22	353M
	Lecture 13_ Computational Morphology.mp4	2020-07-31 15:23	277M
	Lecture 14_ Finite - State Methods for Morphology.mp4	2020-07-31 15:23	220M
	Lecture 15_ Introduction to POS Tagging.mp4	2020-07-31 15:24	257M
	Lecture 17_ Viterbi Decoding for HMM, Parameter Learning.mp4	2020-07-31 15:24	289M
	Lecture 18_ Baum Welch Algorithm.mp4	2020-07-31 15:24	283M
	Lecture 19_ Maximum Entropy Models - I.mp4	2020-07-31 15:25	351M
	Lecture 1_ Introduction to the Course.mp4	2020-07-31 15:25	110M
	Lecture 20_ Maximum Entropy Models - II.mp4	2020-07-31 15:26	298M
	Lecture 21_ Conditional Random Fields.mp4	2020-07-31 15:26	71M
	Lecture 22_ Syntax - Introduction.mp4	2020-07-31 15:26	233M
	Lecture 23_ Syntax - Parsing I.mp4	2020-07-31 15:27	259M
	Lecture 24_ Syntax - CKY, PCFGs.mp4	2020-07-31 15:27	227M
	Lecture 25_ PCFGs - Inside-Outside Probabilities.mp4	2020-07-31 15:27	305M
	Lecture 26_ Inside-Outside Probabilities.mp4	2020-07-31 15:28	211M
	Lecture 27_ Dependency Grammars and Parsing - Introduction.mp4	2020-07-31 15:28	225M
	Lecture 28 _ Transition Based Parsing _ Formulation.mp4	2020-07-31 15:28	266M
	Lecture 29 _ Transition Based Parsing _ Learning.mp4	2020-07-31 15:29	321M
	Lecture 2_ What Do We Do in NLP.mp4	2020-07-31 15:29	134M
	Lecture 30 _ MST-Based Dependency Parsing.mp4	2020-07-31 15:30	308M
	Lecture 31_ MST-Based Dependency Parsing _ Learning.mp4	2020-07-31 15:30	232M
	Lecture 32_ Distributional Semantics - Introduction.mp4	2020-07-31 15:30	221M
	Lecture 33_ Distributional Models of Semantics.mp4	2020-07-31 15:31	311M
	Lecture 34_ Distributional Semantics _ Applications, Structured Models.mp4	2020-07-31 15:31	320M
	Lecture 35_ Word Embeddings - Part I.mp4	2020-07-31 15:32	198M
	Lecture 36 _ Word Embeddings - Part II.mp4	2020-07-31 15:32	280M
	Lecture 37_ Lexical Semantics.mp4	2020-07-31 15:32	259M
	Lecture 38_ Lexical Semantics - Wordnet.mp4	2020-07-31 15:33	362M
	Lecture 39 _ Word Sense Disambiguation - I.mp4	2020-07-31 15:33	302M
	Lecture 3_ Why is NLP hard.mp4	2020-07-31 15:34	284M
	Lecture 40 _ Word Sense Disambiguation - II.mp4	2020-07-31 15:34	263M
	Lecture 41 _ Novel Word Sense detection.mp4	2020-07-31 15:35	127M
	Lecture 42__ Topic Models _ Introduction.mp4	2020-07-31 15:35	197M
	Lecture 43 _Latent Dirichlet Allocation _ Formulation.mp4	2020-07-31 15:35	333M
	Lecture 44__ Gibbs Sampling for LDA, Applications.mp4	2020-07-31 15:36	250M
	Lecture 45__ LDA Variants and Applications - I.mp4	2020-07-31 15:36	170M
	Lecture 46_LDA Variants and Applications - II.mp4	2020-07-31 15:36	75M
	Lecture 47__ Entity Linking - I.mp4	2020-07-31 15:37	245M
	Lecture 48__ Entity Linking - II.mp4	2020-07-31 15:37	244M
	Lecture 49__ Information Extraction - Introduction.mp4	2020-07-31 15:37	226M
	Lecture 4_ Empirical Laws.mp4	2020-07-31 15:38	301M
	Lecture 50__ Relation Extraction.mp4	2020-07-31 15:38	255M
	Lecture 51__ Distant Supervision.mp4	2020-07-31 15:39	239M
	Lecture 52__ Text Summarization - LEXRANK.mp4	2020-07-31 15:39	283M
	Lecture 53__ Optimization based Approaches for Summarization.mp4	2020-07-31 15:39	265M
	Lecture 54__ Summarization Evaluation.mp4	2020-07-31 15:40	175M
	Lecture 55__ Text Classification - I.mp4	2020-07-31 15:40	239M
	Lecture 56__ Text Classification - II.mp4	2020-07-31 15:41	255M
	Lecture 57__ Tutorial II.mp4	2020-07-31 15:41	162M
	Lecture 58__ Tutorial III.mp4	2020-07-31 15:41	224M
	Lecture 59__ Tutorial IV.mp4	2020-07-31 15:42	200M
	Lecture 5_ Text Processing_ Basics.mp4	2020-07-31 15:42	332M
	Lecture 60__ Tutorial V.mp4	2020-07-31 15:42	186M
	Lecture 61__ Sentiment Analysis - Introduction.mp4	2020-07-31 15:43	238M
	Lecture 62__ Sentiment Analysis - Affective Lexicons.mp4	2020-07-31 15:43	106M
	Lecture 63__ Learning Affective Lexicons.mp4	2020-07-31 15:43	176M
	Lecture 64 _ Computing with Affective Lexicons.mp4	2020-07-31 15:44	201M
	Lecture 65__ Aspect - Based Sentiment Analysis.mp4	2020-07-31 15:44	180M
	Lecture 6_ Spelling Correction_ Edit Distance.mp4	2020-07-31 15:44	295M
	Lecture 7_ Weighted Edit Distance, Other Variations.mp4	2020-07-31 15:45	257M
	Lecture 8_ Noisy Channel Model for Spelling Correction.mp4	2020-07-31 15:45	306M
	Lecture 9 _ N-Gram Language Models.mp4	2020-07-31 15:46	249M