| 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.mp4 |
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| 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pdf |
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| 01_Week_1_-_Course_Introduction/01_Course_Introduction_14-11.pptx |
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| 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.mp4 |
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| 02_Week_1_-_Basic_Text_Processing/01_Regular_Expressions_11-25.pdf |
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| 02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.mp4 |
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| 02_Week_1_-_Basic_Text_Processing/02_Regular_Expressions_in_Practical_NLP_6-04.srt |
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| 02_Week_1_-_Basic_Text_Processing/03_Word_Tokenization_14-26.mp4 |
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| 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.mp4 |
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| 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pdf |
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| 02_Week_1_-_Basic_Text_Processing/04_Word_Normalization_and_Stemming_11-47.pptx |
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| 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.mp4 |
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| 02_Week_1_-_Basic_Text_Processing/05_Sentence_Segmentation_5-31.pdf |
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| 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.mp4 |
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| 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pdf |
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| 03_Week_1_-_Edit_Distance/01_Defining_Minimum_Edit_Distance_7-04.pptx |
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| 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.mp4 |
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| 03_Week_1_-_Edit_Distance/02_Computing_Minimum_Edit_Distance_5-54.pptx |
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| 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.mp4 |
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| 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pdf |
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| 03_Week_1_-_Edit_Distance/03_Backtrace_for_Computing_Alignments_5-55.pptx |
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| 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.mp4 |
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| 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pdf |
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| 03_Week_1_-_Edit_Distance/04_Weighted_Minimum_Edit_Distance_2-47.pptx |
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| 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.mp4 |
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| 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pdf |
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| 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pptx |
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| 03_Week_1_-_Edit_Distance/05_Minimum_Edit_Distance_in_Computational_Biology_9-29.txt |
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| 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.mp4 |
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| 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pdf |
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| 04_Week_2_-_Language_Modeling/01_Introduction_to_N-grams_8-41.pptx |
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| 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.mp4 |
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| 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pdf |
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| 04_Week_2_-_Language_Modeling/02_Estimating_N-gram_Probabilities_9-38.pptx |
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| 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.mp4 |
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| 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pdf |
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| 04_Week_2_-_Language_Modeling/03_Evaluation_and_Perplexity_11-09.pptx |
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| 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.mp4 |
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| 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pdf |
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| 04_Week_2_-_Language_Modeling/04_Generalization_and_Zeros_5-15.pptx |
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| 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.mp4 |
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| 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pdf |
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| 04_Week_2_-_Language_Modeling/05_Smoothing-_Add-One_6-30.pptx |
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| 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.mp4 |
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| 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pdf |
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| 04_Week_2_-_Language_Modeling/06_Interpolation_10-25.pptx |
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| 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.mp4 |
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| 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pdf |
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| 04_Week_2_-_Language_Modeling/07_Good-Turing_Smoothing_15-35.pptx |
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| 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.mp4 |
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| 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pdf |
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| 04_Week_2_-_Language_Modeling/08_Kneser-Ney_Smoothing_8-59.pptx |
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| 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.mp4 |
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| 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pdf |
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| 05_Week_2_-_Spelling_Correction/01_The_Spelling_Correction_Task_5-39.pptx |
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| 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.mp4 |
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| 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pdf |
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| 05_Week_2_-_Spelling_Correction/02_The_Noisy_Channel_Model_of_Spelling_19-30.pptx |
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| 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.mp4 |
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| 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pdf |
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| 05_Week_2_-_Spelling_Correction/03_Real-Word_Spelling_Correction_9-19.pptx |
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| 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.mp4 |
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| 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pdf |
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| 05_Week_2_-_Spelling_Correction/04_State_of_the_Art_Systems_7-10.pptx |
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| 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.mp4 |
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| 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pdf |
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| 06_Week_3_-_Text_Classification/01_What_is_Text_Classification_8-12.pptx |
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| 06_Week_3_-_Text_Classification/02_Naive_Bayes_3-19.mp4 |
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| 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.mp4 |
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| 06_Week_3_-_Text_Classification/03_Formalizing_the_Naive_Bayes_Classifier_9-28.pdf |
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| 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.mp4 |
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| 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pdf |
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| 06_Week_3_-_Text_Classification/04_Naive_Bayes-_Learning_5-22.pptx |
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| 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.mp4 |
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| 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pdf |
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| 06_Week_3_-_Text_Classification/05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pptx |
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| 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.mp4 |
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| 06_Week_3_-_Text_Classification/06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pdf |
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| 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.mp4 |
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| 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pdf |
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| 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.pptx |
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| 06_Week_3_-_Text_Classification/07_Precision_Recall_and_the_F_measure_16-16.txt |
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| 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.mp4 |
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| 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pdf |
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| 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.pptx |
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| 06_Week_3_-_Text_Classification/08_Text_Classification-_Evaluation_7-17.txt |
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| 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.mp4 |
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| 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pdf |
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| 06_Week_3_-_Text_Classification/09_Practical_Issues_in_Text_Classification_5-56.pptx |
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| 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.mp4 |
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| 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pdf |
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| 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.pptx |
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| 07_Week_3_-_Sentiment_Analysis/01_What_is_Sentiment_Analysis_7-17.srt |
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| 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.mp4 |
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| 07_Week_3_-_Sentiment_Analysis/02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pdf |
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| 07_Week_3_-_Sentiment_Analysis/03_Sentiment_Lexicons_8-37.mp4 |
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| 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.mp4 |
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| 07_Week_3_-_Sentiment_Analysis/04_Learning_Sentiment_Lexicons_14-45.pdf |
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| 07_Week_3_-_Sentiment_Analysis/05_Other_Sentiment_Tasks_11-01.mp4 |
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| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.mp4 |
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| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/01_Generative_vs._Discriminative_Models_7-49.pdf |
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| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.mp4 |
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| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pdf |
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| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/02_Making_features_from_text_for_discriminative_NLP_models_18-11.pptx |
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| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.mp4 |
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| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pdf |
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| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/03_Feature-Based_Linear_Classifiers_13-34.pptx |
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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 |
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| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.pptx |
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| 08_Week_4_-_Discriminative_classifiers-_Maximum_Entropy_classifiers/06_Maximizing_the_Likelihood_10-29.mp4 |
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| 09_Week_4_-_Named_entity_recognition_and_Maximum_Entropy_Sequence_Models/01_Introduction_to_Information_Extraction_9-18.mp4 |
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| 10_Week_4_-_Relation_Extraction/01_What_is_Relation_Extraction_9-47.mp4 |
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| 11_Week_5_-_Advanced_Maximum_Entropy_Models/01_The_Maximum_Entropy_Model_Presentation_12-14.mp4 |
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| 11_Week_5_-_Advanced_Maximum_Entropy_Models/03_Conditional_Maxent_Models_for_Classification_4-11.mp4 |
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| 12_Week_5_-_POS_Tagging/01_An_Intro_to_Parts_of_Speech_and_POS_Tagging_13-19.mp4 |
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| 12_Week_5_-_POS_Tagging/02_Some_Methods_and_Results_on_Sequence_Models_for_POS_Tagging_13-04.mp4 |
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| 13_Week_5_-_Parsing_Introduction/01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.mp4 |
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| 14_Week_5_-_Instructor_Chat/01_Instructor_Chat_9-02.mp4 |
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| 15_Week_6_-_Probabilistic_Parsing/01_CFGs_and_PCFGs_15-29.mp4 |
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| 15_Week_6_-_Probabilistic_Parsing/05_Constituency_Parser_Evaluation_9-45.mp4 |
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| 16_Week_6_-_Lexicalized_Parsing/01_Lexicalization_of_PCFGs_7-03.mp4 |
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| 17_Week_6_-_Dependency_Parsing_Optional/01_Dependency_Parsing_Introduction_10-25.mp4 |
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| 18_Week_7_-_Information_Retrieval/01_Introduction_to_Information_Retrieval_9-16.mp4 |
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| 19_Week_7_-_Ranked_Information_Retrieval/03_Term_Frequency_Weighting_5-59.mp4 |
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| 20_Week_8_-_Semantics/01_Word_Senses_and_Word_Relations_11-50.mp4 |
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| 20_Week_8_-_Semantics/02_WordNet_and_Other_Online_Thesauri_6-23.mp4 |
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| 20_Week_8_-_Semantics/03_Word_Similarity_and_Thesaurus_Methods_16-17.mp4 |
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| 21_Week_8_-_Question_Answering/01_What_is_Question_Answering_7-28.mp4 |
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| 21_Week_8_-_Question_Answering/02_Answer_Types_and_Query_Formulation_8-47.mp4 |
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