'L26-NLP and IR: How NLP has used IR, Toward Latent Semantic' Video Lecture

L26-NLP and IR: How NLP has used IR, Toward Latent Semantic

  • Course: Natural Language Processing
  • Discipline: Computer Science and Engineering
  • Faculty: Prof. Pushpak Bhattacharyya
  • Institute: IIT Bombay

    • L26-NLP and IR: How NLP has used IR, Toward Latent Semantic - Click on the Video Link shown below to play the video on Youtube. Browse through Natural Language Processing (Computer Science and Engineering) Video Lectures by Prof. Pushpak Bhattacharyya from IIT Bombay through NPTEL.

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    Course Video Lectures L1-Introduction L2-Stages of NLP L3-Stages of NLP Continue… L4-Two approaches to NLP L5-Sequence Labelling and Noisy Channel L6-Noisy Channel: Argmax Based Computation L7-Argmax Based Computation L8-Noisy Channel Application to NLP L9-Brief on Probabilistic Parsing & Start of .. L10-Part of Speech Tagging L11-Part of Speech Tagging counted… L12-Part of Speech Tagging counted… & Indian .. L13-PoS Tagging contd… , Indian Language Con.. L14-PoS Tagging; Fundamental Principle; Why C.. L15-PoS Tagging; Accuracy Measurement; Word c.. L16-AI and Probability; HMM L17-HMM L18-HMM, Viterbi, Forward Backward Algorithm L19-HMM, Viterbi, Forward Backward Algorithm .. L20-HMM, Forward Backward Algorithms, Baum We.. L21-HMM, Forward Backward Algorithms, Baum We.. L22-Natural Language Processing and Informati.. L23-CLIA; IR Basics L24-IR Models: Boolean Vector L25-IR Models: NLP and IR Relationship L26-NLP and IR: How NLP has used IR, Toward L.. L27-Least Square Method; Recap of PCA; Toward.. L28-PCA; SVD; Towards Latent Semantic Indexin.. L29-Wordnet and Word Sense Disambiguation L30-Wordnet and Word Sense Disambiguation(con.. L31-Wordnet; Metonymy and Word Sense Disambig.. L32-Word Sense Disambiguation L33-Word Sense Disambiguation; Overlap Based .. L34-Word Sense Disambiguation: Supervised and.. L35-Word Sense Disambiguation: Semi - Supervi.. L36-Resource Constrained WSD; Parsing L37-Parsing L38-Parsing Algorithm L39-Parsing Ambiguous Sentences; Probabilisti.. L40-Probabilistic Parsing Algorithms
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