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文档列表

01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.mp4 12.9 MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pdf 2.8 MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pptx 2.1 MB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.srt 18.8 kB
01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.txt 12.8 kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.mp4 11.4 MB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pdf 668.0 kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pptx 714.4 kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.srt 14.8 kB
02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.txt 10.1 kB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.mp4 8.4 MB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.srt 7.9 kB
02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.txt 5.4 kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.mp4 13.1 MB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pdf 687.5 kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.pptx 686.4 kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.srt 20.0 kB
02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.txt 13.7 kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.mp4 10.6 MB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pdf 631.6 kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pptx 673.6 kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.srt 14.6 kB
02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.txt 10.0 kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.mp4 5.2 MB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pdf 625.4 kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pptx 684.9 kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.srt 7.8 kB
02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.txt 5.3 kB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.mp4 6.9 MB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pdf 662.4 kB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pptx 716.2 kB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.srt 8.9 kB
03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.txt 6.1 kB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.mp4 5.6 MB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pdf 625.2 kB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pptx 710.3 kB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.srt 6.8 kB
03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.txt 4.7 kB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.mp4 5.8 MB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pdf 728.7 kB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pptx 787.8 kB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.srt 7.2 kB
03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.txt 4.9 kB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.mp4 3.0 MB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pdf 938.2 kB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pptx 944.9 kB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.srt 3.9 kB
03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.txt 2.6 kB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.mp4 9.4 MB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pdf 689.1 kB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pptx 714.8 kB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.srt 11.3 kB
03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.txt 7.8 kB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.mp4 8.0 MB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pdf 766.6 kB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pptx 871.9 kB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.srt 12.3 kB
04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.txt 8.4 kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.mp4 9.9 MB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pdf 830.0 kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pptx 965.1 kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.srt 12.0 kB
04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.txt 8.2 kB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.mp4 10.1 MB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pdf 634.4 kB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pptx 690.3 kB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.srt 15.5 kB
04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.txt 10.6 kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.mp4 4.9 MB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pdf 850.5 kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pptx 870.9 kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.srt 7.2 kB
04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.txt 5.0 kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.mp4 6.3 MB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pdf 860.8 kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pptx 921.6 kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.srt 8.2 kB
04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.txt 5.6 kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.mp4 9.8 MB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pdf 757.2 kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pptx 889.7 kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.srt 21.4 kB
04_Week_2_-_Language_Modeling/06_Interpolation_10-25.txt 21.4 kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.mp4 14.1 MB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pdf 794.4 kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pptx 996.5 kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.srt 20.4 kB
04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.txt 14.0 kB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.mp4 8.8 MB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pdf 836.8 kB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pptx 1.2 MB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.srt 13.4 kB
04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.txt 9.0 kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.mp4 5.1 MB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pdf 771.9 kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pptx 940.4 kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.srt 12.5 kB
05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.txt 12.5 kB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.mp4 18.7 MB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pdf 1.1 MB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pptx 1.0 MB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.srt 53.8 kB
05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.txt 53.8 kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.mp4 9.0 MB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pdf 804.3 kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pptx 837.7 kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.srt 18.7 kB
05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.txt 18.7 kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.mp4 6.9 MB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pdf 590.0 kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pptx 857.8 kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.srt 15.9 kB
05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.txt 15.9 kB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.mp4 8.1 MB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pdf 800.4 kB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pptx 917.5 kB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.srt 10.5 kB
06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.txt 7.2 kB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.mp4 3.4 MB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.pdf 679.5 kB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.pptx 669.7 kB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.srt 4.6 kB
06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.txt 3.2 kB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.mp4 8.6 MB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pdf 1.1 MB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pptx 1.1 MB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.srt 12.0 kB
06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.txt 8.2 kB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.mp4 6.5 MB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pdf 834.2 kB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pptx 1.2 MB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.srt 8.1 kB
06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.txt 4.9 kB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.mp4 4.3 MB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pdf 643.3 kB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pptx 657.0 kB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.srt 6.1 kB
06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.txt 4.2 kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.mp4 11.9 MB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pdf 648.0 kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pptx 724.0 kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.srt 10.6 kB
06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.txt 7.3 kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.mp4 16.5 MB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pdf 638.2 kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pptx 678.8 kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.srt 18.5 kB
06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.txt 12.7 kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.mp4 12.1 MB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pdf 708.3 kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pptx 720.1 kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.srt 11.2 kB
06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.txt 7.6 kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.mp4 6.9 MB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pdf 690.0 kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pptx 766.5 kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.srt 8.7 kB
06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.txt 6.0 kB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.mp4 10.0 MB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pdf 1.2 MB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pptx 1.7 MB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.srt 9.5 kB
07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.txt 6.5 kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.mp4 13.8 MB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pdf 783.0 kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pptx 880.4 kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.srt 18.5 kB
07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.txt 12.6 kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.mp4 11.1 MB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pdf 774.5 kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.pptx 798.3 kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.srt 17.2 kB
07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.txt 17.2 kB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.mp4 19.6 MB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pdf 845.5 kB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pptx 1.2 MB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.srt 20.4 kB
07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.txt 14.0 kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.mp4 15.2 MB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pdf 667.9 kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.pptx 663.5 kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.srt 15.0 kB
07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.txt 10.3 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.mp4 8.3 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pdf 635.9 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pptx 623.2 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.srt 10.1 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.txt 6.9 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.mp4 17.5 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pdf 748.2 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pptx 695.7 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.srt 22.4 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.txt 15.3 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.mp4 14.1 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pdf 804.9 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pptx 773.2 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.srt 16.0 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.txt 11.0 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.mp4 8.2 MB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.pdf 651.5 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.pptx 610.5 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.srt 9.7 kB
08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.txt 6.6 kB
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08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.pdf 606.7 kB
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19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.mp4 6.7 MB
19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.pdf 189.5 kB
19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.pptx 96.1 kB
19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.srt 7.5 kB
19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.txt 5.2 kB
19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.mp4 11.7 MB
19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.pdf 141.4 kB
19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.pptx 93.0 kB
19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.srt 12.7 kB
19_Week_7_-_Ranked_Information_Retrieval/04_Inverse_Document_Frequency_Weighting_10-16.txt 8.7 kB
19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.mp4 4.3 MB
19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.pdf 136.1 kB
19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.pptx 102.9 kB
19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.srt 4.2 kB
19_Week_7_-_Ranked_Information_Retrieval/05_TF-IDF_Weighting_3-42.txt 2.9 kB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.mp4 17.8 MB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.pdf 258.6 kB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.pptx 205.2 kB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.srt 20.1 kB
19_Week_7_-_Ranked_Information_Retrieval/06_The_Vector_Space_Model_16-22.txt 13.7 kB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.mp4 13.9 MB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.pdf 163.8 kB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.pptx 143.9 kB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.srt 15.8 kB
19_Week_7_-_Ranked_Information_Retrieval/07_Calculating_TF-IDF_Cosine_Scores_12-47.txt 10.8 kB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.mp4 9.2 MB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.pdf 92.3 kB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.pptx 64.5 kB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.srt 11.5 kB
19_Week_7_-_Ranked_Information_Retrieval/08_Evaluating_Search_Engines_9-02.txt 7.9 kB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.mp4 15.6 MB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.pdf 645.2 kB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.pptx 681.4 kB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.srt 15.6 kB
20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.txt 10.6 kB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.mp4 9.2 MB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.pdf 1.2 MB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.pptx 1.5 MB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.srt 7.9 kB
20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.txt 5.3 kB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.mp4 21.2 MB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.pdf 909.3 kB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.pptx 1.1 MB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.srt 23.4 kB
20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.txt 15.9 kB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.mp4 15.8 MB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.pdf 1.3 MB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.pptx 2.3 MB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.srt 17.9 kB
20_Week_8_-_Semantics/04_Word_Similarity-_Distributional_Similarity_I_13-14.txt 12.2 kB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.mp4 9.9 MB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.pdf 789.1 kB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.pptx 1.1 MB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.srt 11.3 kB
20_Week_8_-_Semantics/05_Word_Similarity-_Distributional_Similarity_II_8-15.txt 7.8 kB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.mp4 9.3 MB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.pdf 979.9 kB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.pptx 1.2 MB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.srt 10.6 kB
21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.txt 7.3 kB
21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.mp4 10.6 MB
21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.pdf 985.2 kB
21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.pptx 1.1 MB
21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.srt 12.8 kB
21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.txt 8.8 kB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.mp4 8.1 MB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.pdf 739.9 kB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.pptx 841.4 kB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.srt 9.7 kB
21_Week_8_-_Question_Answering/03_Passage_Retrieval_and_Answer_Extraction_6-38.txt 6.7 kB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.mp4 5.5 MB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.pdf 682.2 kB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.pptx 783.2 kB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.srt 6.6 kB
21_Week_8_-_Question_Answering/04_Using_Knowledge_in_QA_4-25.txt 4.5 kB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.mp4 6.5 MB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.pdf 727.4 kB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.pptx 838.8 kB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.srt 7.0 kB
21_Week_8_-_Question_Answering/05_Advanced-_Answering_Complex_Questions_4-52.txt 4.8 kB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.mp4 6.3 MB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.pdf 766.6 kB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.pptx 864.8 kB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.srt 7.2 kB
22_Week_8_-_Summarization/01_Introduction_to_Summarization.txt 4.9 kB
22_Week_8_-_Summarization/02_Generating_Snippets.mp4 10.1 MB
22_Week_8_-_Summarization/02_Generating_Snippets.pdf 916.2 kB
22_Week_8_-_Summarization/02_Generating_Snippets.pptx 1.1 MB
22_Week_8_-_Summarization/02_Generating_Snippets.srt 11.6 kB
22_Week_8_-_Summarization/02_Generating_Snippets.txt 7.9 kB
22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.mp4 6.8 MB
22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.pdf 620.5 kB
22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.pptx 708.3 kB
22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.srt 6.6 kB
22_Week_8_-_Summarization/03_Evaluating_Summaries-_ROUGE.txt 4.5 kB
22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.mp4 14.1 MB
22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.pdf 976.0 kB
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22_Week_8_-_Summarization/04_Summarizing_Multiple_Documents.txt 11.2 kB
23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.mp4 19.5 MB
23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.srt 9.4 kB
23_Week_8_-_Instructor_Chat_II/01_Instructor_Chat_II_5-23.txt 6.1 kB
entered_login.html 1.4 MB

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