Create Tool:
Create Time:1970-01-01 08:00:00
File Size:1297.93 MB
File Count:505
File Hash:111e8dad4aec6fcceff2fb5c29db95cd8f1f3d53
| 17 - Week 6 - Dependency Parsing (Optional)/17 - 2 - Greedy Transition-Based Parsing (31_05).mp4 | 31.36 MB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 4 - Smoothing_Regularization_Priors for Maxent Models (29_24).mp4 | 28.80 MB |
| 15 - Week 6 - Probabilistic Parsing/15 - 3 - CKY Parsing (23_25).mp4 | 26.18 MB |
| 14 - Week 5 - Instructor Chat/14 - 1 - Instructor Chat (9_02).mp4 | 23.78 MB |
| 15 - Week 6 - Probabilistic Parsing/15 - 4 - CKY Example (21_52).mp4 | 23.44 MB |
| 16 - Week 6 - Lexicalized Parsing/16 - 4 - The Return of Unlexicalized PCFGs (20_53).mp4 | 21.22 MB |
| 18 - Week 7 - Information Retrieval/18 - 5 - Phrase Queries and Positional Indexes (19_45).mp4 | 20.60 MB |
| 20 - Week 8.1 - Semantics/20 - 3 - Word Similarity and Thesaurus Methods (16_17).mp4 | 20.24 MB |
| 16 - Week 6 - Lexicalized Parsing/16 - 2 - Charniak's Model (18_23).mp4 | 18.96 MB |
| 07 - Week 3 - Sentiment Analysis/7 - 4 - Learning Sentiment Lexicons (14_45).mp4 | 18.65 MB |
| 23 - Week 8 - Instructor Chat II/23 - 1 - Instructor Chat II (5_23).mp4 | 18.63 MB |
| 05 - Week 2 - Spelling Correction/5 - 2 - The Noisy Channel Model of Spelling (19_30).mp4 | 17.79 MB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 1 - The Maximum Entropy Model Presentation (12_14).mp4 | 17.28 MB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 6 - The Vector Space Model (16_22).mp4 | 16.93 MB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 2 - Making features from text for discriminative NLP models (18_11).mp4 | 16.66 MB |
| 15 - Week 6 - Probabilistic Parsing/15 - 1 - CFGs and PCFGs (15_29).mp4 | 16.65 MB |
| 06 - Week 3 - Text Classification/6 - 7 - Precision, Recall, and the F measure (16_16).mp4 | 15.72 MB |
| 20 - Week 8.1 - Semantics/20 - 4 - Word Similarity_ Distributional Similarity I (13_14).mp4 | 15.03 MB |
| 20 - Week 8.1 - Semantics/20 - 1 - Word Senses and Word Relations (11_50).mp4 | 14.89 MB |
| 12 - Week 5 - POS Tagging/13 - 3 - The Exponential Problem in Parsing (14_30).mp4 | 14.87 MB |
| 13 - Week 5 - Parsing Introduction/13 - 3 - The Exponential Problem in Parsing (14_30).mp4 | 14.87 MB |
| 07 - Week 3 - Sentiment Analysis/7 - 5 - Other Sentiment Tasks (11_01).mp4 | 14.53 MB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 3 - Sequence Models for Named Entity Recognition (15_05).mp4 | 14.15 MB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 3 - Feature-Based Linear Classifiers (13_34).mp4 | 13.46 MB |
| 04 - Week 2 - Language Modeling/4 - 7 - Good-Turing Smoothing (15_35).mp4 | 13.44 MB |
| 22 - Week 8 - Summarization/22 - 4 - Summarizing Multiple Documents.mp4 | 13.40 MB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 4 - Maximum Entropy Sequence Models (13_01).mp4 | 13.30 MB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 7 - Calculating TF-IDF Cosine Scores (12_47).mp4 | 13.23 MB |
| 07 - Week 3 - Sentiment Analysis/7 - 2 - Sentiment Analysis_ A baseline algorithm (13_27).mp4 | 13.18 MB |
| 12 - Week 5 - POS Tagging/12 - 2 - Some Methods and Results on Sequence Models for POS Tagging (13_04).mp4 | 12.82 MB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 2 - Feature Overlap_Feature Interaction (12_51).mp4 | 12.63 MB |
| 16 - Week 6 - Lexicalized Parsing/16 - 5 - Latent Variable PCFGs (12_07).mp4 | 12.55 MB |
| 02 - Week 1 - Basic Text Processing/2 - 3 - Word Tokenization (14_26).mp4 | 12.47 MB |
| 01 - Week 1 - Course Introduction/1 - 1 - Course Introduction (14_11).mp4 | 12.26 MB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 5 - Generative vs. Discriminative models_ The problem of overcounting evidence (12_15).mp4 | 12.22 MB |
| 15 - Week 6 - Probabilistic Parsing/15 - 2 - Grammar Transforms (12_05).mp4 | 12.05 MB |
| 12 - Week 5 - POS Tagging/12 - 1 - An Intro to Parts of Speech and POS Tagging (13_19).mp4 | 11.88 MB |
| 06 - Week 3 - Text Classification/6 - 8 - Text Classification_ Evaluation (7_17).mp4 | 11.54 MB |
| 06 - Week 3 - Text Classification/6 - 6 - Multinomial Naive Bayes_ A Worked Example (8_58).mp4 | 11.38 MB |
| 17 - Week 6 - Dependency Parsing (Optional)/17 - 1 - Dependency Parsing Introduction (10_25).mp4 | 11.15 MB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 4 - Inverse Document Frequency Weighting (10_16).mp4 | 11.12 MB |
| 02 - Week 1 - Basic Text Processing/2 - 1 - Regular Expressions (11_25).mp4 | 10.85 MB |
| 18 - Week 7 - Information Retrieval/18 - 3 - The Inverted Index (10_42).mp4 | 10.71 MB |
| 15 - Week 6 - Probabilistic Parsing/15 - 5 - Constituency Parser Evaluation (9_45).mp4 | 10.66 MB |
| 07 - Week 3 - Sentiment Analysis/7 - 3 - Sentiment Lexicons (8_37).mp4 | 10.58 MB |
| 10 - Week 4 - Relation Extraction/10 - 3 - Supervised Relation Extraction (10_51).mp4 | 10.31 MB |
| 10 - Week 4 - Relation Extraction/10 - 1 - What is Relation Extraction_ (9_47).mp4 | 10.19 MB |
| 21 - Week 8 - Question Answering/21 - 2 - Answer Types and Query Formulation (8_47).mp4 | 10.12 MB |
| 02 - Week 1 - Basic Text Processing/2 - 4 - Word Normalization and Stemming (11_47).mp4 | 10.08 MB |
| 10 - Week 4 - Relation Extraction/10 - 4 - Semi-Supervised and Unsupervised Relation Extraction (9_53).mp4 | 10.06 MB |
| 16 - Week 6 - Lexicalized Parsing/16 - 3 - PCFG Independence Assumptions (9_44).mp4 | 9.83 MB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 6 - Maximizing the Likelihood (10_29).mp4 | 9.83 MB |
| 22 - Week 8 - Summarization/22 - 2 - Generating Snippets.mp4 | 9.61 MB |
| 04 - Week 2 - Language Modeling/4 - 3 - Evaluation and Perplexity (11_09).mp4 | 9.60 MB |
| 07 - Week 3 - Sentiment Analysis/7 - 1 - What is Sentiment Analysis_ (7_17).mp4 | 9.56 MB |
| 04 - Week 2 - Language Modeling/4 - 2 - Estimating N-gram Probabilities (9_38).mp4 | 9.48 MB |
| 20 - Week 8.1 - Semantics/20 - 5 - Word Similarity_ Distributional Similarity II (8_15).mp4 | 9.46 MB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 1 - Introduction to Information Extraction (9_18).mp4 | 9.39 MB |
| 04 - Week 2 - Language Modeling/4 - 6 - Interpolation (10_25).mp4 | 9.38 MB |
| 18 - Week 7 - Information Retrieval/18 - 1 - Introduction to Information Retrieval (9_16).mp4 | 9.06 MB |
| 18 - Week 7 - Information Retrieval/18 - 2 - Term-Document Incidence Matrices (8_59).mp4 | 9.02 MB |
| 13 - Week 5 - Parsing Introduction/13 - 1 - Syntactic Structure_ Constituency vs Dependency (8_46).mp4 | 8.96 MB |
| 03 - Week 1 - Edit Distance/3 - 5 - Minimum Edit Distance in Computational Biology (9_29).mp4 | 8.95 MB |
| 21 - Week 8 - Question Answering/21 - 1 - What is Question Answering_ (7_28).mp4 | 8.89 MB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 8 - Evaluating Search Engines (9_02).mp4 | 8.82 MB |
| 20 - Week 8.1 - Semantics/20 - 2 - WordNet and Other Online Thesauri (6_23).mp4 | 8.75 MB |
| 05 - Week 2 - Spelling Correction/5 - 3 - Real-Word Spelling Correction (9_19).mp4 | 8.56 MB |
| 04 - Week 2 - Language Modeling/4 - 8 - Kneser-Ney Smoothing (8_59).mp4 | 8.44 MB |
| 06 - Week 3 - Text Classification/6 - 3 - Formalizing the Naive Bayes Classifier (9_28).mp4 | 8.19 MB |
| 02 - Week 1 - Basic Text Processing/2 - 2 - Regular Expressions in Practical NLP (6_04).mp4 | 7.96 MB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 1 - Generative vs. Discriminative Models (7_49).mp4 | 7.92 MB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 4 - Building a Maxent Model_ The Nuts and Bolts (8_04).mp4 | 7.80 MB |
| 06 - Week 3 - Text Classification/6 - 1 - What is Text Classification_ (8_12).mp4 | 7.70 MB |
| 21 - Week 8 - Question Answering/21 - 3 - Passage Retrieval and Answer Extraction (6_38).mp4 | 7.68 MB |
| 04 - Week 2 - Language Modeling/4 - 1 - Introduction to N-grams (8_41).mp4 | 7.64 MB |
| 13 - Week 5 - Parsing Introduction/13 - 2 - Empirical_Data-Driven Approach to Parsing (7_11).mp4 | 7.24 MB |
| 17 - Week 6 - Dependency Parsing (Optional)/17 - 3 - Dependencies Encode Relational Structure (7_20).mp4 | 7.24 MB |
| 16 - Week 6 - Lexicalized Parsing/16 - 1 - Lexicalization of PCFGs (7_03).mp4 | 7.12 MB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 2 - Evaluation of Named Entity Recognition (6_34).mp4 | 6.75 MB |
| 18 - Week 7 - Information Retrieval/18 - 4 - Query Processing with the Inverted Index (6_43).mp4 | 6.74 MB |
| 05 - Week 2 - Spelling Correction/5 - 4 - State of the Art Systems (7_10).mp4 | 6.61 MB |
| 03 - Week 1 - Edit Distance/3 - 1 - Defining Minimum Edit Distance (7_04).mp4 | 6.60 MB |
| 06 - Week 3 - Text Classification/6 - 9 - Practical Issues in Text Classification (5_56).mp4 | 6.56 MB |
| 22 - Week 8 - Summarization/22 - 3 - Evaluating Summaries_ ROUGE.mp4 | 6.53 MB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 3 - Term Frequency Weighting (5_59).mp4 | 6.36 MB |
| 06 - Week 3 - Text Classification/6 - 4 - Naive Bayes_ Learning (5_22).mp4 | 6.18 MB |
| 21 - Week 8 - Question Answering/21 - 5 - Advanced_ Answering Complex Questions (4_52).mp4 | 6.17 MB |
| 10 - Week 4 - Relation Extraction/10 - 2 - Using Patterns to Extract Relations (6_17).mp4 | 6.08 MB |
| 04 - Week 2 - Language Modeling/4 - 5 - Smoothing_ Add-One (6_30).mp4 | 6.04 MB |
| 22 - Week 8 - Summarization/22 - 1 - Introduction to Summarization.mp4 | 6.02 MB |
| 03 - Week 1 - Edit Distance/3 - 3 - Backtrace for Computing Alignments (5_55).mp4 | 5.53 MB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 2 - Scoring with the Jaccard Coefficient (5_06).mp4 | 5.39 MB |
| 03 - Week 1 - Edit Distance/3 - 2 - Computing Minimum Edit Distance (5_54).mp4 | 5.38 MB |
| 21 - Week 8 - Question Answering/21 - 4 - Using Knowledge in QA (4_25).mp4 | 5.27 MB |
| 02 - Week 1 - Basic Text Processing/2 - 5 - Sentence Segmentation (5_31).mp4 | 4.97 MB |
| 05 - Week 2 - Spelling Correction/5 - 1 - The Spelling Correction Task (5_39).mp4 | 4.84 MB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 3 - Conditional Maxent Models for Classification (4_11).mp4 | 4.79 MB |
| 04 - Week 2 - Language Modeling/4 - 4 - Generalization and Zeros (5_15).mp4 | 4.67 MB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 1 - Introducing Ranked Retrieval (4_27).mp4 | 4.58 MB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 5 - TF-IDF Weighting (3_42).mp4 | 4.10 MB |
| 06 - Week 3 - Text Classification/6 - 5 - Naive Bayes_ Relationship to Language Modeling (4_35).mp4 | 4.09 MB |
| 10 - Week 4 - Relation Extraction/slides_06-08-Supervised-Relation-Extraction-v2.pdf | 3.91 MB |
| 10 - Week 4 - Relation Extraction/slides_06-09-Semi-Supervised-and-Unsupervised-Relation-Extraction-v2.pdf | 3.30 MB |
| 06 - Week 3 - Text Classification/6 - 2 - Naive Bayes (3_19).mp4 | 3.25 MB |
| 10 - Week 4 - Relation Extraction/slides_06-07-Using-Patterns-To-Extract-Relations-v2.pdf | 3.02 MB |
| 03 - Week 1 - Edit Distance/3 - 4 - Weighted Minimum Edit Distance (2_47).mp4 | 2.83 MB |
| 01 - Week 1 - Course Introduction/intro.pdf | 2.63 MB |
| 01 - Week 1 - Course Introduction/slides_intro.pdf | 2.63 MB |
| 20 - Week 8.1 - Semantics/slides_07-04-Word-Similarity-Distributional-Similarity-I.pptx | 2.20 MB |
| 01 - Week 1 - Course Introduction/intro.pptx | 2.00 MB |
| 01 - Week 1 - Course Introduction/slides_intro.pptx | 2.00 MB |
| 07 - Week 3 - Sentiment Analysis/slides_03-02-WhatIsSentiment.pptx | 1.62 MB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Maximizing_the_Likelihood.pdf | 1.48 MB |
| 20 - Week 8.1 - Semantics/slides_07-02-WordNet-and-Other-Online-Thesauri.pptx | 1.46 MB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Maximizing_the_Likelihood.pptx | 1.46 MB |
| 16 - Week 6 - Lexicalized Parsing/slides_Parsing-12-PCFGs-Unlexicalized-Return.pptx | 1.31 MB |
| 10 - Week 4 - Relation Extraction/slides_06-06-What-Is-Relation-Extraction-.pptx | 1.30 MB |
| 20 - Week 8.1 - Semantics/slides_07-04-Word-Similarity-Distributional-Similarity-I.pdf | 1.22 MB |
| 11 - Week 5 - Advanced Maximum Entropy Models/slides_05-04-Maxent_Smoothing.pptx | 1.22 MB |
| 07 - Week 3 - Sentiment Analysis/slides_03-02-WhatIsSentiment.pdf | 1.18 MB |
| 07 - Week 3 - Sentiment Analysis/slides_03-02-LearningSALexicons.pptx | 1.17 MB |
| 20 - Week 8.1 - Semantics/slides_07-02-WordNet-and-Other-Online-Thesauri.pdf | 1.16 MB |
| 11 - Week 5 - Advanced Maximum Entropy Models/slides_05-04-Maxent_Smoothing.pdf | 1.15 MB |
| 21 - Week 8 - Question Answering/slides_07-06-What-is-Question-Answering.pptx | 1.15 MB |
| 04 - Week 2 - Language Modeling/slides_02-01-advKnesNeySmooth.pptx | 1.14 MB |
| 06 - Week 3 - Text Classification/slides_03-01-NBLearning.pptx | 1.13 MB |
| 10 - Week 4 - Relation Extraction/slides_06-06-What-Is-Relation-Extraction-v2.pdf | 1.11 MB |
| 11 - Week 5 - Advanced Maximum Entropy Models/slides_05-01-Maxent_Model_Formulation.pptx | 1.10 MB |
| 06 - Week 3 - Text Classification/slides_03-01-FormalizingNB.pptx | 1.09 MB |
| 20 - Week 8.1 - Semantics/slides_07-03-Word-Similarity-Thesaurus-Methods.pptx | 1.09 MB |
| 22 - Week 8 - Summarization/slides_08-Summarization-02-Snippets.pptx | 1.08 MB |
| 22 - Week 8 - Summarization/slides_08-Summarization-04-Multiple.pptx | 1.07 MB |
| 05 - Week 2 - Spelling Correction/slides_02-02-noisychannel.pdf | 1.06 MB |
| 11 - Week 5 - Advanced Maximum Entropy Models/slides_05-01-Maxent_Model_Formulation.pdf | 1.06 MB |
| 21 - Week 8 - Question Answering/slides_07-07-Answer-Types-and-Query-Formulation.pptx | 1.04 MB |
| 20 - Week 8.1 - Semantics/slides_07-05-Word-Similarity-Distributional-Similarity-II.pptx | 1.03 MB |
| 06 - Week 3 - Text Classification/slides_03-01-FormalizingNB.pdf | 1.01 MB |
| 05 - Week 2 - Spelling Correction/slides_02-02-noisychannel.pptx | 1020.60 KB |
| 16 - Week 6 - Lexicalized Parsing/slides_Parsing-10-LPCFGs-Charniak-Model.pptx | 1005.29 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-advGoodTuringSmooth.pptx | 973.11 KB |
| 21 - Week 8 - Question Answering/slides_07-07-Answer-Types-and-Query-Formulation.pdf | 962.07 KB |
| 21 - Week 8 - Question Answering/slides_07-06-What-is-Question-Answering.pdf | 956.91 KB |
| 22 - Week 8 - Summarization/slides_08-Summarization-04-Multiple.pdf | 953.17 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-estimNgramProbs.pptx | 942.46 KB |
| 03 - Week 1 - Edit Distance/slides_01-03-weighted.pptx | 922.74 KB |
| 05 - Week 2 - Spelling Correction/slides_02-02-spellCorrectionTask.pptx | 918.35 KB |
| 03 - Week 1 - Edit Distance/slides_01-03-weighted.pdf | 916.21 KB |
| 16 - Week 6 - Lexicalized Parsing/slides_Parsing-11-PCFGs-Independence.pptx | 903.86 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-smoothingAddone.pptx | 900.04 KB |
| 06 - Week 3 - Text Classification/slides_03-01-taskTextClass.pptx | 895.96 KB |
| 22 - Week 8 - Summarization/slides_08-Summarization-02-Snippets.pdf | 894.77 KB |
| 15 - Week 6 - Probabilistic Parsing/slides_Parsing-04-CFG-PCFG.pptx | 894.21 KB |
| 10 - Week 4 - Relation Extraction/slides_06-08-Supervised-Relation-Extraction.pptx | 891.77 KB |
| 20 - Week 8.1 - Semantics/slides_07-03-Word-Similarity-Thesaurus-Methods.pdf | 888.01 KB |
| 16 - Week 6 - Lexicalized Parsing/slides_Parsing-13-PCFGs-Latent-Vars.pptx | 869.24 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-interpBackoff.pptx | 868.84 KB |
| 16 - Week 6 - Lexicalized Parsing/slides_Parsing-13-PCFGs-Latent-Vars.pdf | 867.04 KB |
| 07 - Week 3 - Sentiment Analysis/slides_03-02-baselineSA.pptx | 859.72 KB |
| 16 - Week 6 - Lexicalized Parsing/slides_Parsing-12-PCFGs-Unlexicalized-Return.pdf | 854.90 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-ngramIntro.pptx | 851.46 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-generalization.pptx | 850.45 KB |
| 22 - Week 8 - Summarization/slides_08-Summarization-01-Intro.pptx | 844.57 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-smoothingAddone.pdf | 840.63 KB |
| 05 - Week 2 - Spelling Correction/slides_02-02-StateoftheArtSystems.pptx | 837.72 KB |
| 16 - Week 6 - Lexicalized Parsing/slides_Parsing-09-LPCFGs-Intro.pptx | 830.85 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-generalization.pdf | 830.52 KB |
| 16 - Week 6 - Lexicalized Parsing/slides_Parsing-10-LPCFGs-Charniak-Model.pdf | 828.97 KB |
| 07 - Week 3 - Sentiment Analysis/slides_03-02-LearningSALexicons.pdf | 825.67 KB |
| 21 - Week 8 - Question Answering/slides_07-08-Passage-Retrieval-and-Answer-Extraction.pptx | 821.68 KB |
| 21 - Week 8 - Question Answering/slides_07-10-Advanced-Answering-Complex-Questions.pptx | 819.18 KB |
| 05 - Week 2 - Spelling Correction/slides_02-02-realWorldSpellCorrect.pptx | 818.03 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-advKnesNeySmooth.pdf | 817.18 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/slides_Parsing-16-Stanford-Dependencies.pptx | 814.83 KB |
| 06 - Week 3 - Text Classification/slides_03-01-NBLearning.pdf | 814.69 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-estimNgramProbs.pdf | 810.52 KB |
| 15 - Week 6 - Probabilistic Parsing/slides_Parsing-04-CFG-PCFG.pdf | 803.16 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/slides_Parsing-14-Dependency-Intro.pptx | 793.90 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Feature-based_Linear_Classifiers.pdf | 786.01 KB |
| 05 - Week 2 - Spelling Correction/slides_02-02-realWorldSpellCorrect.pdf | 785.46 KB |
| 06 - Week 3 - Text Classification/slides_03-01-taskTextClass.pdf | 781.61 KB |
| 07 - Week 3 - Sentiment Analysis/slides_03-02-SentimentLexicons.pptx | 779.63 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-advGoodTuringSmooth.pdf | 775.79 KB |
| 13 - Week 5 - Parsing Introduction/slides_Parsing-03-Exponential-Problems.pptx | 775.77 KB |
| 20 - Week 8.1 - Semantics/slides_07-05-Word-Similarity-Distributional-Similarity-II.pdf | 770.59 KB |
| 03 - Week 1 - Edit Distance/slides_01-03-backtrace.pptx | 769.37 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/slides_Parsing-15-Dependency-Transition-Based.pptx | 766.06 KB |
| 21 - Week 8 - Question Answering/slides_07-09-Using-Knowledge-In-QA.pptx | 764.85 KB |
| 07 - Week 3 - Sentiment Analysis/slides_03-02-baselineSA.pdf | 764.68 KB |
| 18 - Week 7 - Information Retrieval/slides_05-01-02-IR-TermDocIncidence.pdf | 760.98 KB |
| 07 - Week 3 - Sentiment Analysis/slides_03-02-SentimentLexicons.pdf | 756.38 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Feature-based_Linear_Classifiers.pptx | 755.09 KB |
| 05 - Week 2 - Spelling Correction/slides_02-02-spellCorrectionTask.pdf | 753.81 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/slides_05-03-Maxent_Classification.pptx | 751.63 KB |
| 22 - Week 8 - Summarization/slides_08-Summarization-01-Intro.pdf | 748.65 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-ngramIntro.pdf | 748.59 KB |
| 06 - Week 3 - Text Classification/slides_03-01-textClassPractical.pptx | 748.50 KB |
| 10 - Week 4 - Relation Extraction/slides_06-07-Using-Patterns-To-Extract-Relations.pptx | 745.76 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/slides_05-03-Maxent_Classification.pdf | 742.31 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-interpBackoff.pdf | 739.46 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/slides_04-02-Sequence_Models_for_Named_Entity_Recognition.pdf | 738.78 KB |
| 15 - Week 6 - Probabilistic Parsing/slides_Parsing-05-Grammar-Transforms.pptx | 733.76 KB |
| 13 - Week 5 - Parsing Introduction/slides_Parsing-01-Constituency-Dependency.pdf | 730.87 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Discriminative_Model_Features.pdf | 730.66 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/slides_04-02-Introducing_the_Tasks-v2.pptx | 729.41 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/slides_Parsing-16-Stanford-Dependencies.pdf | 727.85 KB |
| 13 - Week 5 - Parsing Introduction/slides_Parsing-03-Exponential-Problems.pdf | 726.17 KB |
| 15 - Week 6 - Probabilistic Parsing/slides_Parsing-08-Constituency-Evaluation.pptx | 725.48 KB |
| 15 - Week 6 - Probabilistic Parsing/slides_Parsing-05-Grammar-Transforms.pdf | 724.83 KB |
| 21 - Week 8 - Question Answering/slides_07-08-Passage-Retrieval-and-Answer-Extraction.pdf | 722.58 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/slides_04-02-Maximum_Entropy_Sequence_Models-v2.pdf | 717.76 KB |
| 03 - Week 1 - Edit Distance/slides_01-03-backtrace.pdf | 711.64 KB |
| 21 - Week 8 - Question Answering/slides_07-10-Advanced-Answering-Complex-Questions.pdf | 710.37 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/slides_04-02-Sequence_Models_for_Named_Entity_Recognition.pptx | 709.98 KB |
| 06 - Week 3 - Text Classification/slides_03-01-MultinomNBexample.pptx | 707.01 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/slides_04-02-Maximum_Entropy_Sequence_Models-v2.pptx | 705.94 KB |
| 06 - Week 3 - Text Classification/slides_03-01-textClassEval.pptx | 703.21 KB |
| 10 - Week 4 - Relation Extraction/slides_06-09-Semi-Supervised-and-Unsupervised-Relation-Extraction.pptx | 700.12 KB |
| 03 - Week 1 - Edit Distance/slides_01-03-defineMinEdit.pptx | 699.37 KB |
| 03 - Week 1 - Edit Distance/slides_01-03-combio.pptx | 698.09 KB |
| 02 - Week 1 - Basic Text Processing/slides_01-02-regexp.pptx | 697.67 KB |
| 13 - Week 5 - Parsing Introduction/slides_Parsing-01-Constituency-Dependency.pptx | 694.68 KB |
| 03 - Week 1 - Edit Distance/slides_01-03-computingmineditdistance.pptx | 693.61 KB |
| 22 - Week 8 - Summarization/slides_08-Summarization-03-Evaluation.pptx | 691.71 KB |
| 06 - Week 3 - Text Classification/slides_03-01-textClassEval.pdf | 691.65 KB |
| 18 - Week 7 - Information Retrieval/slides_05-01-02-IR-TermDocIncidence.pptx | 690.33 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/slides_Parsing-15-Dependency-Transition-Based.pdf | 687.52 KB |
| 15 - Week 6 - Probabilistic Parsing/slides_Parsing-08-Constituency-Evaluation.pdf | 686.36 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Discriminative_Model_Features.pptx | 679.35 KB |
| 15 - Week 6 - Probabilistic Parsing/slides_Parsing-07-CKY-example.pptx | 677.64 KB |
| 16 - Week 6 - Lexicalized Parsing/slides_Parsing-11-PCFGs-Independence.pdf | 675.12 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-EvalandPerplex.pptx | 674.09 KB |
| 06 - Week 3 - Text Classification/slides_03-01-textClassPractical.pdf | 673.85 KB |
| 03 - Week 1 - Edit Distance/slides_01-03-combio.pdf | 672.97 KB |
| 02 - Week 1 - Basic Text Processing/slides_01-02-wordtok.pdf | 671.35 KB |
| 02 - Week 1 - Basic Text Processing/slides_01-02-wordtok.pptx | 670.29 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/slides_Parsing-14-Dependency-Intro.pdf | 669.82 KB |
| 02 - Week 1 - Basic Text Processing/slides_01-02-sentsegment.pptx | 668.88 KB |
| 21 - Week 8 - Question Answering/slides_07-09-Using-Knowledge-In-QA.pdf | 666.21 KB |
| 20 - Week 8.1 - Semantics/slides_07-01-Word-Senses-and-Word-Relations.pptx | 665.40 KB |
| 06 - Week 3 - Text Classification/slides_03-01-NaiveBayes.pdf | 663.55 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/slides_04-02-Introducing_the_Tasks-v2.pdf | 663.31 KB |
| 06 - Week 3 - Text Classification/slides_03-01-precisionRecallFmeasure.pptx | 662.92 KB |
| 02 - Week 1 - Basic Text Processing/slides_01-02-normalization.pptx | 657.81 KB |
| 06 - Week 3 - Text Classification/slides_03-01-NaiveBayes.pptx | 654.00 KB |
| 12 - Week 5 - POS Tagging/slides_05-06-PosTagging_Models.pdf | 652.70 KB |
| 15 - Week 6 - Probabilistic Parsing/slides_Parsing-06-CKY-introduction.pdf | 652.45 KB |
| 16 - Week 6 - Lexicalized Parsing/slides_Parsing-09-LPCFGs-Intro.pdf | 652.40 KB |
| 02 - Week 1 - Basic Text Processing/slides_01-02-regexp.pdf | 652.37 KB |
| 07 - Week 3 - Sentiment Analysis/slides_03-02-OtherSentimentTasks.pdf | 652.26 KB |
| 12 - Week 5 - POS Tagging/slides_05-05-PosTagging_Intro.pdf | 650.35 KB |
| 07 - Week 3 - Sentiment Analysis/slides_03-02-OtherSentimentTasks.pptx | 647.92 KB |
| 03 - Week 1 - Edit Distance/slides_01-03-defineMinEdit.pdf | 646.84 KB |
| 13 - Week 5 - Parsing Introduction/slides_Parsing-02-Why-Empirical.pptx | 644.63 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/slides_05-02-Maxent_Feature_Overlap.pptx | 643.79 KB |
| 06 - Week 3 - Text Classification/slides_03-01-NBRelationLM.pptx | 641.56 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Building_a_Maxent_Model.pdf | 636.27 KB |
| 06 - Week 3 - Text Classification/slides_03-01-MultinomNBexample.pdf | 632.86 KB |
| 15 - Week 6 - Probabilistic Parsing/slides_Parsing-06-CKY-introduction.pptx | 632.11 KB |
| 20 - Week 8.1 - Semantics/slides_07-01-Word-Senses-and-Word-Relations.pdf | 630.09 KB |
| 06 - Week 3 - Text Classification/slides_03-01-NBRelationLM.pdf | 628.23 KB |
| 15 - Week 6 - Probabilistic Parsing/slides_Parsing-07-CKY-example.pdf | 626.79 KB |
| 06 - Week 3 - Text Classification/slides_03-01-precisionRecallFmeasure.pdf | 623.25 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Generative_vs_Distriminative_Models.pdf | 621.01 KB |
| 04 - Week 2 - Language Modeling/slides_02-01-EvalandPerplex.pdf | 619.52 KB |
| 12 - Week 5 - POS Tagging/slides_05-05-PosTagging_Intro.pptx | 619.27 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Generative_vs._Discriminative_Models-The_Problem_of_Overcounting_Evidence.pptx | 618.49 KB |
| 02 - Week 1 - Basic Text Processing/slides_01-02-normalization.pdf | 616.76 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/slides_05-02-Maxent_Feature_Overlap.pdf | 612.63 KB |
| 02 - Week 1 - Basic Text Processing/slides_01-02-sentsegment.pdf | 610.75 KB |
| 03 - Week 1 - Edit Distance/slides_01-03-computingmineditdistance.pdf | 610.52 KB |
| 12 - Week 5 - POS Tagging/slides_05-06-PosTagging_Models.pptx | 610.52 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Generative_vs_Distriminative_Models.pptx | 608.59 KB |
| 13 - Week 5 - Parsing Introduction/slides_Parsing-02-Why-Empirical.pdf | 607.93 KB |
| 22 - Week 8 - Summarization/slides_08-Summarization-03-Evaluation.pdf | 605.98 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/slides_04-02-Evaluation_of_Named_Entity_Recognition-v2.pptx | 597.93 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Building_a_Maxent_Model.pptx | 596.17 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/slides_04-01-Generative_vs._Discriminative_Models-The_Problem_of_Overcounting_Evidence.pdf | 592.49 KB |
| 05 - Week 2 - Spelling Correction/slides_02-02-StateoftheArtSystems.pdf | 576.13 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/slides_04-02-Evaluation_of_Named_Entity_Recognition-v2.pdf | 570.05 KB |
| 18 - Week 7 - Information Retrieval/slides_05-01-03-IR-InvertedIndex.pptx | 399.20 KB |
| 18 - Week 7 - Information Retrieval/slides_05-01-03-IR-InvertedIndex.pdf | 290.71 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-06-IR-VectorSpaceModel.pdf | 252.50 KB |
| 18 - Week 7 - Information Retrieval/slides_05-01-01-IR-Introduction.pdf | 212.52 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-06-IR-VectorSpaceModel.pptx | 200.41 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-03-IR-TermFreqWeighting.pdf | 185.01 KB |
| 18 - Week 7 - Information Retrieval/slides_05-01-04-IR-InvIndexQueryProcessing.pdf | 177.58 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-07-IR-CosineScore.pdf | 159.95 KB |
| 18 - Week 7 - Information Retrieval/slides_05-01-04-IR-InvIndexQueryProcessing.pptx | 159.84 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-07-IR-CosineScore.pptx | 140.58 KB |
| 18 - Week 7 - Information Retrieval/slides_05-01-06-IR-PhraseQueries.pdf | 139.49 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-04-IR-IDFWeighting.pdf | 138.04 KB |
| 18 - Week 7 - Information Retrieval/slides_05-01-01-IR-Introduction.pptx | 135.31 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-05-IR-TFIDF.pdf | 132.87 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-05-IR-TFIDF.pptx | 100.50 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-03-IR-TermFreqWeighting.pptx | 93.83 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-04-IR-IDFWeighting.pptx | 90.79 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-09-IR-EvalSearchEngines-abridged.pdf | 90.18 KB |
| 18 - Week 7 - Information Retrieval/slides_05-01-06-IR-PhraseQueries.pptx | 87.51 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-02-IR-JaccardCoefficient.pdf | 82.30 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-01-IR-IntroRankedRetrieval.pptx | 76.92 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-01-IR-IntroRankedRetrieval.pdf | 75.75 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-02-IR-JaccardCoefficient.pptx | 66.98 KB |
| 19 - Week 7 - Ranked Information Retrieval/slides_05-02-09-IR-EvalSearchEngines-abridged.pptx | 63.03 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/17 - 2 - Greedy Transition-Based Parsing (31_05).srt | 37.50 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 4 - Smoothing_Regularization_Priors for Maxent Models (29_24).srt | 36.60 KB |
| 05 - Week 2 - Spelling Correction/5 - 2 - The Noisy Channel Model of Spelling (19_30).srt | 30.83 KB |
| 15 - Week 6 - Probabilistic Parsing/15 - 3 - CKY Parsing (23_25).srt | 25.80 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/17 - 2 - Greedy Transition-Based Parsing (31_05).txt | 25.59 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 4 - Smoothing_Regularization_Priors for Maxent Models (29_24).txt | 25.02 KB |
| 16 - Week 6 - Lexicalized Parsing/16 - 4 - The Return of Unlexicalized PCFGs (20_53).srt | 23.98 KB |
| 15 - Week 6 - Probabilistic Parsing/15 - 4 - CKY Example (21_52).srt | 23.22 KB |
| 18 - Week 7 - Information Retrieval/18 - 5 - Phrase Queries and Positional Indexes (19_45).srt | 23.07 KB |
| 20 - Week 8.1 - Semantics/20 - 3 - Word Similarity and Thesaurus Methods (16_17).srt | 22.85 KB |
| 16 - Week 6 - Lexicalized Parsing/16 - 2 - Charniak's Model (18_23).srt | 22.00 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 2 - Making features from text for discriminative NLP models (18_11).srt | 21.84 KB |
| 07 - Week 3 - Sentiment Analysis/7 - 4 - Learning Sentiment Lexicons (14_45).srt | 19.94 KB |
| 04 - Week 2 - Language Modeling/4 - 7 - Good-Turing Smoothing (15_35).srt | 19.91 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 6 - The Vector Space Model (16_22).srt | 19.62 KB |
| 02 - Week 1 - Basic Text Processing/2 - 3 - Word Tokenization (14_26).srt | 19.57 KB |
| 01 - Week 1 - Course Introduction/1 - 1 - Course Introduction (14_11).srt | 18.32 KB |
| 15 - Week 6 - Probabilistic Parsing/15 - 1 - CFGs and PCFGs (15_29).srt | 18.24 KB |
| 07 - Week 3 - Sentiment Analysis/7 - 2 - Sentiment Analysis_ A baseline algorithm (13_27).srt | 18.07 KB |
| 06 - Week 3 - Text Classification/6 - 7 - Precision, Recall, and the F measure (16_16).srt | 18.04 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 3 - Sequence Models for Named Entity Recognition (15_05).srt | 17.98 KB |
| 15 - Week 6 - Probabilistic Parsing/15 - 3 - CKY Parsing (23_25).txt | 17.56 KB |
| 12 - Week 5 - POS Tagging/12 - 1 - An Intro to Parts of Speech and POS Tagging (13_19).srt | 17.46 KB |
| 20 - Week 8.1 - Semantics/20 - 4 - Word Similarity_ Distributional Similarity I (13_14).srt | 17.46 KB |
| 05 - Week 2 - Spelling Correction/5 - 2 - The Noisy Channel Model of Spelling (19_30).txt | 17.39 KB |
| 13 - Week 5 - Parsing Introduction/13 - 3 - The Exponential Problem in Parsing (14_30).srt | 16.88 KB |
| 12 - Week 5 - POS Tagging/12 - 2 - Some Methods and Results on Sequence Models for POS Tagging (13_04).srt | 16.85 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 4 - Maximum Entropy Sequence Models (13_01).srt | 16.68 KB |
| 16 - Week 6 - Lexicalized Parsing/16 - 4 - The Return of Unlexicalized PCFGs (20_53).txt | 16.37 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 2 - Feature Overlap_Feature Interaction (12_51).srt | 16.23 KB |
| 10 - Week 4 - Relation Extraction/10 - 3 - Supervised Relation Extraction (10_51).srt | 16.21 KB |
| 18 - Week 7 - Information Retrieval/18 - 5 - Phrase Queries and Positional Indexes (19_45).txt | 15.94 KB |
| 22 - Week 8 - Summarization/22 - 4 - Summarizing Multiple Documents.srt | 15.93 KB |
| 15 - Week 6 - Probabilistic Parsing/15 - 4 - CKY Example (21_52).txt | 15.90 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 3 - Feature-Based Linear Classifiers (13_34).srt | 15.62 KB |
| 20 - Week 8.1 - Semantics/20 - 3 - Word Similarity and Thesaurus Methods (16_17).txt | 15.54 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 7 - Calculating TF-IDF Cosine Scores (12_47).srt | 15.44 KB |
| 20 - Week 8.1 - Semantics/20 - 1 - Word Senses and Word Relations (11_50).srt | 15.24 KB |
| 15 - Week 6 - Probabilistic Parsing/15 - 2 - Grammar Transforms (12_05).srt | 15.22 KB |
| 04 - Week 2 - Language Modeling/4 - 3 - Evaluation and Perplexity (11_09).srt | 15.16 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 1 - The Maximum Entropy Model Presentation (12_14).srt | 15.06 KB |
| 16 - Week 6 - Lexicalized Parsing/16 - 2 - Charniak's Model (18_23).txt | 15.06 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 2 - Making features from text for discriminative NLP models (18_11).txt | 14.94 KB |
| 07 - Week 3 - Sentiment Analysis/7 - 5 - Other Sentiment Tasks (11_01).srt | 14.62 KB |
| 16 - Week 6 - Lexicalized Parsing/16 - 5 - Latent Variable PCFGs (12_07).srt | 14.61 KB |
| 10 - Week 4 - Relation Extraction/10 - 4 - Semi-Supervised and Unsupervised Relation Extraction (9_53).srt | 14.43 KB |
| 02 - Week 1 - Basic Text Processing/2 - 1 - Regular Expressions (11_25).srt | 14.41 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 5 - Generative vs. Discriminative models_ The problem of overcounting evidence (12_15).srt | 14.30 KB |
| 02 - Week 1 - Basic Text Processing/2 - 4 - Word Normalization and Stemming (11_47).srt | 14.25 KB |
| 04 - Week 2 - Language Modeling/4 - 7 - Good-Turing Smoothing (15_35).txt | 13.67 KB |
| 04 - Week 2 - Language Modeling/4 - 6 - Interpolation (10_25).srt | 13.64 KB |
| 07 - Week 3 - Sentiment Analysis/7 - 4 - Learning Sentiment Lexicons (14_45).txt | 13.63 KB |
| 10 - Week 4 - Relation Extraction/10 - 1 - What is Relation Extraction_ (9_47).srt | 13.44 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 6 - The Vector Space Model (16_22).txt | 13.42 KB |
| 02 - Week 1 - Basic Text Processing/2 - 3 - Word Tokenization (14_26).txt | 13.41 KB |
| 18 - Week 7 - Information Retrieval/18 - 3 - The Inverted Index (10_42).srt | 13.12 KB |
| 04 - Week 2 - Language Modeling/4 - 8 - Kneser-Ney Smoothing (8_59).srt | 13.08 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/17 - 1 - Dependency Parsing Introduction (10_25).srt | 12.80 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 6 - Maximizing the Likelihood (10_29).srt | 12.53 KB |
| 01 - Week 1 - Course Introduction/1 - 1 - Course Introduction (14_11).txt | 12.53 KB |
| 21 - Week 8 - Question Answering/21 - 2 - Answer Types and Query Formulation (8_47).srt | 12.49 KB |
| 15 - Week 6 - Probabilistic Parsing/15 - 1 - CFGs and PCFGs (15_29).txt | 12.48 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 4 - Inverse Document Frequency Weighting (10_16).srt | 12.37 KB |
| 06 - Week 3 - Text Classification/6 - 7 - Precision, Recall, and the F measure (16_16).txt | 12.36 KB |
| 07 - Week 3 - Sentiment Analysis/7 - 2 - Sentiment Analysis_ A baseline algorithm (13_27).txt | 12.35 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 3 - Sequence Models for Named Entity Recognition (15_05).txt | 12.30 KB |
| 18 - Week 7 - Information Retrieval/18 - 1 - Introduction to Information Retrieval (9_16).srt | 12.08 KB |
| 04 - Week 2 - Language Modeling/4 - 1 - Introduction to N-grams (8_41).srt | 12.00 KB |
| 12 - Week 5 - POS Tagging/12 - 1 - An Intro to Parts of Speech and POS Tagging (13_19).txt | 11.97 KB |
| 20 - Week 8.1 - Semantics/20 - 4 - Word Similarity_ Distributional Similarity I (13_14).txt | 11.93 KB |
| 15 - Week 6 - Probabilistic Parsing/15 - 5 - Constituency Parser Evaluation (9_45).srt | 11.79 KB |
| 05 - Week 2 - Spelling Correction/5 - 3 - Real-Word Spelling Correction (9_19).srt | 11.78 KB |
| 06 - Week 3 - Text Classification/6 - 3 - Formalizing the Naive Bayes Classifier (9_28).srt | 11.73 KB |
| 04 - Week 2 - Language Modeling/4 - 2 - Estimating N-gram Probabilities (9_38).srt | 11.72 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 1 - Introduction to Information Extraction (9_18).srt | 11.62 KB |
| 12 - Week 5 - POS Tagging/12 - 2 - Some Methods and Results on Sequence Models for POS Tagging (13_04).txt | 11.58 KB |
| 13 - Week 5 - Parsing Introduction/13 - 3 - The Exponential Problem in Parsing (14_30).txt | 11.57 KB |
| 16 - Week 6 - Lexicalized Parsing/16 - 3 - PCFG Independence Assumptions (9_44).srt | 11.53 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 4 - Maximum Entropy Sequence Models (13_01).txt | 11.44 KB |
| 22 - Week 8 - Summarization/22 - 2 - Generating Snippets.srt | 11.28 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 8 - Evaluating Search Engines (9_02).srt | 11.21 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 2 - Feature Overlap_Feature Interaction (12_51).txt | 11.14 KB |
| 10 - Week 4 - Relation Extraction/10 - 3 - Supervised Relation Extraction (10_51).txt | 11.12 KB |
| 03 - Week 1 - Edit Distance/3 - 5 - Minimum Edit Distance in Computational Biology (9_29).srt | 11.05 KB |
| 20 - Week 8.1 - Semantics/20 - 5 - Word Similarity_ Distributional Similarity II (8_15).srt | 11.04 KB |
| 06 - Week 3 - Text Classification/6 - 8 - Text Classification_ Evaluation (7_17).srt | 10.96 KB |
| 22 - Week 8 - Summarization/22 - 4 - Summarizing Multiple Documents.txt | 10.92 KB |
| 07 - Week 3 - Sentiment Analysis/7 - 3 - Sentiment Lexicons (8_37).srt | 10.91 KB |
| 18 - Week 7 - Information Retrieval/18 - 2 - Term-Document Incidence Matrices (8_59).srt | 10.72 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 3 - Feature-Based Linear Classifiers (13_34).txt | 10.71 KB |
| 13 - Week 5 - Parsing Introduction/13 - 1 - Syntactic Structure_ Constituency vs Dependency (8_46).srt | 10.58 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 7 - Calculating TF-IDF Cosine Scores (12_47).txt | 10.57 KB |
| 15 - Week 6 - Probabilistic Parsing/15 - 2 - Grammar Transforms (12_05).txt | 10.47 KB |
| 06 - Week 3 - Text Classification/6 - 6 - Multinomial Naive Bayes_ A Worked Example (8_58).srt | 10.40 KB |
| 21 - Week 8 - Question Answering/21 - 1 - What is Question Answering_ (7_28).srt | 10.37 KB |
| 20 - Week 8.1 - Semantics/20 - 1 - Word Senses and Word Relations (11_50).txt | 10.37 KB |
| 04 - Week 2 - Language Modeling/4 - 3 - Evaluation and Perplexity (11_09).txt | 10.37 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 1 - The Maximum Entropy Model Presentation (12_14).txt | 10.27 KB |
| 06 - Week 3 - Text Classification/6 - 1 - What is Text Classification_ (8_12).srt | 10.25 KB |
| 07 - Week 3 - Sentiment Analysis/7 - 5 - Other Sentiment Tasks (11_01).txt | 10.02 KB |
| 05 - Week 2 - Spelling Correction/5 - 4 - State of the Art Systems (7_10).srt | 10.01 KB |
| 16 - Week 6 - Lexicalized Parsing/16 - 5 - Latent Variable PCFGs (12_07).txt | 10.00 KB |
| 10 - Week 4 - Relation Extraction/10 - 4 - Semi-Supervised and Unsupervised Relation Extraction (9_53).txt | 9.90 KB |
| 02 - Week 1 - Basic Text Processing/2 - 1 - Regular Expressions (11_25).txt | 9.88 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 1 - Generative vs. Discriminative Models (7_49).srt | 9.85 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 5 - Generative vs. Discriminative models_ The problem of overcounting evidence (12_15).txt | 9.80 KB |
| 02 - Week 1 - Basic Text Processing/2 - 4 - Word Normalization and Stemming (11_47).txt | 9.79 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 4 - Building a Maxent Model_ The Nuts and Bolts (8_04).srt | 9.50 KB |
| 21 - Week 8 - Question Answering/21 - 3 - Passage Retrieval and Answer Extraction (6_38).srt | 9.45 KB |
| 04 - Week 2 - Language Modeling/4 - 6 - Interpolation (10_25).txt | 9.37 KB |
| 07 - Week 3 - Sentiment Analysis/7 - 1 - What is Sentiment Analysis_ (7_17).srt | 9.26 KB |
| 10 - Week 4 - Relation Extraction/10 - 1 - What is Relation Extraction_ (9_47).txt | 9.21 KB |
| 13 - Week 5 - Parsing Introduction/13 - 2 - Empirical_Data-Driven Approach to Parsing (7_11).srt | 9.20 KB |
| 23 - Week 8 - Instructor Chat II/23 - 1 - Instructor Chat II (5_23).srt | 9.14 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/17 - 3 - Dependencies Encode Relational Structure (7_20).srt | 9.08 KB |
| 18 - Week 7 - Information Retrieval/18 - 3 - The Inverted Index (10_42).txt | 9.00 KB |
| 10 - Week 4 - Relation Extraction/10 - 2 - Using Patterns to Extract Relations (6_17).srt | 8.96 KB |
| 04 - Week 2 - Language Modeling/4 - 8 - Kneser-Ney Smoothing (8_59).txt | 8.77 KB |
| 03 - Week 1 - Edit Distance/3 - 1 - Defining Minimum Edit Distance (7_04).srt | 8.75 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/17 - 1 - Dependency Parsing Introduction (10_25).txt | 8.75 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 6 - Maximizing the Likelihood (10_29).txt | 8.59 KB |
| 21 - Week 8 - Question Answering/21 - 2 - Answer Types and Query Formulation (8_47).txt | 8.55 KB |
| 06 - Week 3 - Text Classification/6 - 9 - Practical Issues in Text Classification (5_56).srt | 8.51 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 4 - Inverse Document Frequency Weighting (10_16).txt | 8.51 KB |
| 18 - Week 7 - Information Retrieval/18 - 1 - Introduction to Information Retrieval (9_16).txt | 8.26 KB |
| 04 - Week 2 - Language Modeling/4 - 1 - Introduction to N-grams (8_41).txt | 8.25 KB |
| 16 - Week 6 - Lexicalized Parsing/16 - 1 - Lexicalization of PCFGs (7_03).srt | 8.16 KB |
| 15 - Week 6 - Probabilistic Parsing/15 - 5 - Constituency Parser Evaluation (9_45).txt | 8.11 KB |
| 05 - Week 2 - Spelling Correction/5 - 3 - Real-Word Spelling Correction (9_19).txt | 8.11 KB |
| 04 - Week 2 - Language Modeling/4 - 2 - Estimating N-gram Probabilities (9_38).txt | 8.08 KB |
| 06 - Week 3 - Text Classification/6 - 3 - Formalizing the Naive Bayes Classifier (9_28).txt | 8.05 KB |
| 04 - Week 2 - Language Modeling/4 - 5 - Smoothing_ Add-One (6_30).srt | 8.03 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 1 - Introduction to Information Extraction (9_18).txt | 7.98 KB |
| 16 - Week 6 - Lexicalized Parsing/16 - 3 - PCFG Independence Assumptions (9_44).txt | 7.88 KB |
| 06 - Week 3 - Text Classification/6 - 4 - Naive Bayes_ Learning (5_22).srt | 7.88 KB |
| 05 - Week 2 - Spelling Correction/5 - 1 - The Spelling Correction Task (5_39).srt | 7.82 KB |
| 22 - Week 8 - Summarization/22 - 2 - Generating Snippets.txt | 7.75 KB |
| 02 - Week 1 - Basic Text Processing/2 - 2 - Regular Expressions in Practical NLP (6_04).srt | 7.72 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 8 - Evaluating Search Engines (9_02).txt | 7.71 KB |
| 20 - Week 8.1 - Semantics/20 - 2 - WordNet and Other Online Thesauri (6_23).srt | 7.70 KB |
| 02 - Week 1 - Basic Text Processing/2 - 5 - Sentence Segmentation (5_31).srt | 7.59 KB |
| 03 - Week 1 - Edit Distance/3 - 5 - Minimum Edit Distance in Computational Biology (9_29).txt | 7.59 KB |
| 20 - Week 8.1 - Semantics/20 - 5 - Word Similarity_ Distributional Similarity II (8_15).txt | 7.58 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 2 - Evaluation of Named Entity Recognition (6_34).srt | 7.56 KB |
| 07 - Week 3 - Sentiment Analysis/7 - 3 - Sentiment Lexicons (8_37).txt | 7.52 KB |
| 06 - Week 3 - Text Classification/6 - 8 - Text Classification_ Evaluation (7_17).txt | 7.43 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 3 - Term Frequency Weighting (5_59).srt | 7.37 KB |
| 18 - Week 7 - Information Retrieval/18 - 2 - Term-Document Incidence Matrices (8_59).txt | 7.34 KB |
| 18 - Week 7 - Information Retrieval/18 - 4 - Query Processing with the Inverted Index (6_43).srt | 7.30 KB |
| 13 - Week 5 - Parsing Introduction/13 - 1 - Syntactic Structure_ Constituency vs Dependency (8_46).txt | 7.26 KB |
| 06 - Week 3 - Text Classification/6 - 6 - Multinomial Naive Bayes_ A Worked Example (8_58).txt | 7.16 KB |
| 21 - Week 8 - Question Answering/21 - 1 - What is Question Answering_ (7_28).txt | 7.09 KB |
| 06 - Week 3 - Text Classification/6 - 1 - What is Text Classification_ (8_12).txt | 7.05 KB |
| 04 - Week 2 - Language Modeling/4 - 4 - Generalization and Zeros (5_15).srt | 7.05 KB |
| 03 - Week 1 - Edit Distance/3 - 3 - Backtrace for Computing Alignments (5_55).srt | 7.02 KB |
| 22 - Week 8 - Summarization/22 - 1 - Introduction to Summarization.srt | 7.00 KB |
| 05 - Week 2 - Spelling Correction/5 - 4 - State of the Art Systems (7_10).txt | 6.87 KB |
| 21 - Week 8 - Question Answering/21 - 5 - Advanced_ Answering Complex Questions (4_52).srt | 6.86 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 1 - Generative vs. Discriminative Models (7_49).txt | 6.75 KB |
| 03 - Week 1 - Edit Distance/3 - 2 - Computing Minimum Edit Distance (5_54).srt | 6.69 KB |
| 21 - Week 8 - Question Answering/21 - 3 - Passage Retrieval and Answer Extraction (6_38).txt | 6.50 KB |
| 08 - Week 4 - Discriminative classifiers Maximum Entropy classifiers/8 - 4 - Building a Maxent Model_ The Nuts and Bolts (8_04).txt | 6.48 KB |
| 21 - Week 8 - Question Answering/21 - 4 - Using Knowledge in QA (4_25).srt | 6.45 KB |
| 22 - Week 8 - Summarization/22 - 3 - Evaluating Summaries_ ROUGE.srt | 6.40 KB |
| 07 - Week 3 - Sentiment Analysis/7 - 1 - What is Sentiment Analysis_ (7_17).txt | 6.38 KB |
| 13 - Week 5 - Parsing Introduction/13 - 2 - Empirical_Data-Driven Approach to Parsing (7_11).txt | 6.32 KB |
| 10 - Week 4 - Relation Extraction/10 - 2 - Using Patterns to Extract Relations (6_17).txt | 6.16 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 2 - Scoring with the Jaccard Coefficient (5_06).srt | 6.08 KB |
| 03 - Week 1 - Edit Distance/3 - 1 - Defining Minimum Edit Distance (7_04).txt | 6.02 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 1 - Introducing Ranked Retrieval (4_27).srt | 5.98 KB |
| 23 - Week 8 - Instructor Chat II/23 - 1 - Instructor Chat II (5_23).txt | 5.97 KB |
| 06 - Week 3 - Text Classification/6 - 5 - Naive Bayes_ Relationship to Language Modeling (4_35).srt | 5.93 KB |
| 17 - Week 6 - Dependency Parsing (Optional)/17 - 3 - Dependencies Encode Relational Structure (7_20).txt | 5.92 KB |
| 06 - Week 3 - Text Classification/6 - 9 - Practical Issues in Text Classification (5_56).txt | 5.85 KB |
| 16 - Week 6 - Lexicalized Parsing/16 - 1 - Lexicalization of PCFGs (7_03).txt | 5.60 KB |
| 04 - Week 2 - Language Modeling/4 - 5 - Smoothing_ Add-One (6_30).txt | 5.51 KB |
| 05 - Week 2 - Spelling Correction/5 - 1 - The Spelling Correction Task (5_39).txt | 5.38 KB |
| 02 - Week 1 - Basic Text Processing/2 - 2 - Regular Expressions in Practical NLP (6_04).txt | 5.31 KB |
| 02 - Week 1 - Basic Text Processing/2 - 5 - Sentence Segmentation (5_31).txt | 5.22 KB |
| 20 - Week 8.1 - Semantics/20 - 2 - WordNet and Other Online Thesauri (6_23).txt | 5.21 KB |
| 09 - Week 4 - Named entity recognition and Maximum Entropy Sequence Models/9 - 2 - Evaluation of Named Entity Recognition (6_34).txt | 5.19 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 3 - Term Frequency Weighting (5_59).txt | 5.06 KB |
| 18 - Week 7 - Information Retrieval/18 - 4 - Query Processing with the Inverted Index (6_43).txt | 5.03 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 3 - Conditional Maxent Models for Classification (4_11).srt | 4.99 KB |
| 04 - Week 2 - Language Modeling/4 - 4 - Generalization and Zeros (5_15).txt | 4.85 KB |
| 03 - Week 1 - Edit Distance/3 - 3 - Backtrace for Computing Alignments (5_55).txt | 4.83 KB |
| 06 - Week 3 - Text Classification/6 - 4 - Naive Bayes_ Learning (5_22).txt | 4.78 KB |
| 22 - Week 8 - Summarization/22 - 1 - Introduction to Summarization.txt | 4.77 KB |
| 21 - Week 8 - Question Answering/21 - 5 - Advanced_ Answering Complex Questions (4_52).txt | 4.71 KB |
| 03 - Week 1 - Edit Distance/3 - 2 - Computing Minimum Edit Distance (5_54).txt | 4.60 KB |
| 06 - Week 3 - Text Classification/6 - 2 - Naive Bayes (3_19).srt | 4.49 KB |
| 21 - Week 8 - Question Answering/21 - 4 - Using Knowledge in QA (4_25).txt | 4.40 KB |
| 22 - Week 8 - Summarization/22 - 3 - Evaluating Summaries_ ROUGE.txt | 4.39 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 2 - Scoring with the Jaccard Coefficient (5_06).txt | 4.17 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 5 - TF-IDF Weighting (3_42).srt | 4.14 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 1 - Introducing Ranked Retrieval (4_27).txt | 4.12 KB |
| 06 - Week 3 - Text Classification/6 - 5 - Naive Bayes_ Relationship to Language Modeling (4_35).txt | 4.06 KB |
| 03 - Week 1 - Edit Distance/3 - 4 - Weighted Minimum Edit Distance (2_47).srt | 3.76 KB |
| 11 - Week 5 - Advanced Maximum Entropy Models/11 - 3 - Conditional Maxent Models for Classification (4_11).txt | 3.41 KB |
| 06 - Week 3 - Text Classification/6 - 2 - Naive Bayes (3_19).txt | 3.09 KB |
| 19 - Week 7 - Ranked Information Retrieval/19 - 5 - TF-IDF Weighting (3_42).txt | 2.85 KB |
| 03 - Week 1 - Edit Distance/3 - 4 - Weighted Minimum Edit Distance (2_47).txt | 2.58 KB |
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