Coursera Natural Language Processing | 04F89135BD3449BA0A16B0B2D964C7CA44B888AA

Coursera Natural Language Processing

Name	Coursera - Natural Language Processing	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.3 GB
Total Files	502
Last Seen	2025-03-14 01:37
Hash	04F89135BD3449BA0A16B0B2D964C7CA44B888AA

/.../Week 1 - 01 Course Introduction/
01_Course_Introduction_14-11.mp4	12.9 MB
01_Course_Introduction_14-11.pdf	2.8 MB
01_Course_Introduction_14-11.pptx	2.1 MB
01_Course_Introduction_14-11.srt	18.8 KB
01_Course_Introduction_14-11.txt	12.8 KB
/.../Week 1 - 02 Basic Text Processing/
01_Regular_Expressions_11-25.mp4	11.4 MB
01_Regular_Expressions_11-25.pdf	668.0 KB
01_Regular_Expressions_11-25.pptx	714.4 KB
01_Regular_Expressions_11-25.srt	14.8 KB
01_Regular_Expressions_11-25.txt	10.1 KB
02_Regular_Expressions_in_Practical_NLP_6-04.mp4	8.4 MB
02_Regular_Expressions_in_Practical_NLP_6-04.srt	7.9 KB
02_Regular_Expressions_in_Practical_NLP_6-04.txt	5.4 KB
03_Word_Tokenization_14-26.mp4	13.1 MB
03_Word_Tokenization_14-26.pdf	687.5 KB
03_Word_Tokenization_14-26.pptx	686.4 KB
03_Word_Tokenization_14-26.srt	20.0 KB
03_Word_Tokenization_14-26.txt	13.7 KB
04_Word_Normalization_and_Stemming_11-47.mp4	10.6 MB
04_Word_Normalization_and_Stemming_11-47.pdf	631.6 KB
04_Word_Normalization_and_Stemming_11-47.pptx	673.6 KB
04_Word_Normalization_and_Stemming_11-47.srt	14.6 KB
04_Word_Normalization_and_Stemming_11-47.txt	10.0 KB
05_Sentence_Segmentation_5-31.mp4	5.2 MB
05_Sentence_Segmentation_5-31.pdf	625.4 KB
05_Sentence_Segmentation_5-31.pptx	684.9 KB
05_Sentence_Segmentation_5-31.srt	7.8 KB
05_Sentence_Segmentation_5-31.txt	5.3 KB
/.../Week 1 - 03 Edit Distance/
01_Defining_Minimum_Edit_Distance_7-04.mp4	6.9 MB
01_Defining_Minimum_Edit_Distance_7-04.pdf	662.4 KB
01_Defining_Minimum_Edit_Distance_7-04.pptx	716.2 KB
01_Defining_Minimum_Edit_Distance_7-04.srt	8.9 KB
01_Defining_Minimum_Edit_Distance_7-04.txt	6.1 KB
02_Computing_Minimum_Edit_Distance_5-54.mp4	5.6 MB
02_Computing_Minimum_Edit_Distance_5-54.pdf	625.2 KB
02_Computing_Minimum_Edit_Distance_5-54.pptx	710.3 KB
02_Computing_Minimum_Edit_Distance_5-54.srt	6.8 KB
02_Computing_Minimum_Edit_Distance_5-54.txt	4.7 KB
03_Backtrace_for_Computing_Alignments_5-55.mp4	5.8 MB
03_Backtrace_for_Computing_Alignments_5-55.pdf	728.7 KB
03_Backtrace_for_Computing_Alignments_5-55.pptx	787.8 KB
03_Backtrace_for_Computing_Alignments_5-55.srt	7.2 KB
03_Backtrace_for_Computing_Alignments_5-55.txt	4.9 KB
04_Weighted_Minimum_Edit_Distance_2-47.mp4	3.0 MB
04_Weighted_Minimum_Edit_Distance_2-47.pdf	938.2 KB
04_Weighted_Minimum_Edit_Distance_2-47.pptx	944.9 KB
04_Weighted_Minimum_Edit_Distance_2-47.srt	3.9 KB
04_Weighted_Minimum_Edit_Distance_2-47.txt	2.6 KB
05_Minimum_Edit_Distance_in_Computational_Biology_9-29.mp4	9.4 MB
05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pdf	689.1 KB
05_Minimum_Edit_Distance_in_Computational_Biology_9-29.pptx	714.8 KB
05_Minimum_Edit_Distance_in_Computational_Biology_9-29.srt	11.3 KB
05_Minimum_Edit_Distance_in_Computational_Biology_9-29.txt	7.8 KB
/.../Week 2 - 04 Language Modeling/
01_Introduction_to_N-grams_8-41.mp4	8.0 MB
01_Introduction_to_N-grams_8-41.pdf	766.6 KB
01_Introduction_to_N-grams_8-41.pptx	871.9 KB
01_Introduction_to_N-grams_8-41.srt	12.3 KB
01_Introduction_to_N-grams_8-41.txt	8.4 KB
02_Estimating_N-gram_Probabilities_9-38.mp4	9.9 MB
02_Estimating_N-gram_Probabilities_9-38.pdf	830.0 KB
02_Estimating_N-gram_Probabilities_9-38.pptx	965.1 KB
02_Estimating_N-gram_Probabilities_9-38.srt	12.0 KB
02_Estimating_N-gram_Probabilities_9-38.txt	8.2 KB
03_Evaluation_and_Perplexity_11-09.mp4	10.1 MB
03_Evaluation_and_Perplexity_11-09.pdf	634.4 KB
03_Evaluation_and_Perplexity_11-09.pptx	690.3 KB
03_Evaluation_and_Perplexity_11-09.srt	15.5 KB
03_Evaluation_and_Perplexity_11-09.txt	10.6 KB
04_Generalization_and_Zeros_5-15.mp4	4.9 MB
04_Generalization_and_Zeros_5-15.pdf	850.5 KB
04_Generalization_and_Zeros_5-15.pptx	870.9 KB
04_Generalization_and_Zeros_5-15.srt	7.2 KB
04_Generalization_and_Zeros_5-15.txt	5.0 KB
05_Smoothing-_Add-One_6-30.mp4	6.3 MB
05_Smoothing-_Add-One_6-30.pdf	860.8 KB
05_Smoothing-_Add-One_6-30.pptx	921.6 KB
05_Smoothing-_Add-One_6-30.srt	8.2 KB
05_Smoothing-_Add-One_6-30.txt	5.6 KB
06_Interpolation_10-25.mp4	9.8 MB
06_Interpolation_10-25.pdf	757.2 KB
06_Interpolation_10-25.pptx	889.7 KB
06_Interpolation_10-25.srt	21.4 KB
06_Interpolation_10-25.txt	21.4 KB
07_Good-Turing_Smoothing_15-35.mp4	14.1 MB
07_Good-Turing_Smoothing_15-35.pdf	794.4 KB
07_Good-Turing_Smoothing_15-35.pptx	996.5 KB
07_Good-Turing_Smoothing_15-35.srt	20.4 KB
07_Good-Turing_Smoothing_15-35.txt	14.0 KB
08_Kneser-Ney_Smoothing_8-59.mp4	8.8 MB
08_Kneser-Ney_Smoothing_8-59.pdf	836.8 KB
08_Kneser-Ney_Smoothing_8-59.pptx	1.2 MB
08_Kneser-Ney_Smoothing_8-59.srt	13.4 KB
08_Kneser-Ney_Smoothing_8-59.txt	9.0 KB
/.../Week 2 - 05 Spelling Correction/
01_The_Spelling_Correction_Task_5-39.mp4	5.1 MB
01_The_Spelling_Correction_Task_5-39.pdf	771.9 KB
01_The_Spelling_Correction_Task_5-39.pptx	940.4 KB
01_The_Spelling_Correction_Task_5-39.srt	12.5 KB
01_The_Spelling_Correction_Task_5-39.txt	12.5 KB
02_The_Noisy_Channel_Model_of_Spelling_19-30.mp4	18.7 MB
02_The_Noisy_Channel_Model_of_Spelling_19-30.pdf	1.1 MB
02_The_Noisy_Channel_Model_of_Spelling_19-30.pptx	1.0 MB
02_The_Noisy_Channel_Model_of_Spelling_19-30.srt	53.8 KB
02_The_Noisy_Channel_Model_of_Spelling_19-30.txt	53.8 KB
03_Real-Word_Spelling_Correction_9-19.mp4	9.0 MB
03_Real-Word_Spelling_Correction_9-19.pdf	804.3 KB
03_Real-Word_Spelling_Correction_9-19.pptx	837.7 KB
03_Real-Word_Spelling_Correction_9-19.srt	18.7 KB
03_Real-Word_Spelling_Correction_9-19.txt	18.7 KB
04_State_of_the_Art_Systems_7-10.mp4	6.9 MB
04_State_of_the_Art_Systems_7-10.pdf	590.0 KB
04_State_of_the_Art_Systems_7-10.pptx	857.8 KB
04_State_of_the_Art_Systems_7-10.srt	15.9 KB
04_State_of_the_Art_Systems_7-10.txt	15.9 KB
/.../Week 3 - 06 Text Classification/
01_What_is_Text_Classification_8-12.mp4	8.1 MB
01_What_is_Text_Classification_8-12.pdf	800.4 KB
01_What_is_Text_Classification_8-12.pptx	917.5 KB
01_What_is_Text_Classification_8-12.srt	10.5 KB
01_What_is_Text_Classification_8-12.txt	7.2 KB
02_Naive_Bayes_3-19.mp4	3.4 MB
02_Naive_Bayes_3-19.pdf	679.5 KB
02_Naive_Bayes_3-19.pptx	669.7 KB
02_Naive_Bayes_3-19.srt	4.6 KB
02_Naive_Bayes_3-19.txt	3.2 KB
03_Formalizing_the_Naive_Bayes_Classifier_9-28.mp4	8.6 MB
03_Formalizing_the_Naive_Bayes_Classifier_9-28.pdf	1.1 MB
03_Formalizing_the_Naive_Bayes_Classifier_9-28.pptx	1.1 MB
03_Formalizing_the_Naive_Bayes_Classifier_9-28.srt	12.0 KB
03_Formalizing_the_Naive_Bayes_Classifier_9-28.txt	8.2 KB
04_Naive_Bayes-_Learning_5-22.mp4	6.5 MB
04_Naive_Bayes-_Learning_5-22.pdf	834.2 KB
04_Naive_Bayes-_Learning_5-22.pptx	1.2 MB
04_Naive_Bayes-_Learning_5-22.srt	8.1 KB
04_Naive_Bayes-_Learning_5-22.txt	4.9 KB
05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.mp4	4.3 MB
05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pdf	643.3 KB
05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.pptx	657.0 KB
05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.srt	6.1 KB
05_Naive_Bayes-_Relationship_to_Language_Modeling_4-35.txt	4.2 KB
06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.mp4	11.9 MB
06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pdf	648.0 KB
06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.pptx	724.0 KB
06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.srt	10.6 KB
06_Multinomial_Naive_Bayes-_A_Worked_Example_8-58.txt	7.3 KB
07_Precision_Recall_and_the_F_measure_16-16.mp4	16.5 MB
07_Precision_Recall_and_the_F_measure_16-16.pdf	638.2 KB
07_Precision_Recall_and_the_F_measure_16-16.pptx	678.8 KB
07_Precision_Recall_and_the_F_measure_16-16.srt	18.5 KB
07_Precision_Recall_and_the_F_measure_16-16.txt	12.7 KB
08_Text_Classification-_Evaluation_7-17.mp4	12.1 MB
08_Text_Classification-_Evaluation_7-17.pdf	708.3 KB
08_Text_Classification-_Evaluation_7-17.pptx	720.1 KB
08_Text_Classification-_Evaluation_7-17.srt	11.2 KB
08_Text_Classification-_Evaluation_7-17.txt	7.6 KB
09_Practical_Issues_in_Text_Classification_5-56.mp4	6.9 MB
09_Practical_Issues_in_Text_Classification_5-56.pdf	690.0 KB
09_Practical_Issues_in_Text_Classification_5-56.pptx	766.5 KB
09_Practical_Issues_in_Text_Classification_5-56.srt	8.7 KB
09_Practical_Issues_in_Text_Classification_5-56.txt	6.0 KB
/.../Week 3 - 07 Sentiment Analysis/
01_What_is_Sentiment_Analysis_7-17.mp4	10.0 MB
01_What_is_Sentiment_Analysis_7-17.pdf	1.2 MB
01_What_is_Sentiment_Analysis_7-17.pptx	1.7 MB
01_What_is_Sentiment_Analysis_7-17.srt	9.5 KB
01_What_is_Sentiment_Analysis_7-17.txt	6.5 KB
02_Sentiment_Analysis-_A_baseline_algorithm_13-27.mp4	13.8 MB
02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pdf	783.0 KB
02_Sentiment_Analysis-_A_baseline_algorithm_13-27.pptx	880.4 KB
02_Sentiment_Analysis-_A_baseline_algorithm_13-27.srt	18.5 KB
02_Sentiment_Analysis-_A_baseline_algorithm_13-27.txt	12.6 KB
03_Sentiment_Lexicons_8-37.mp4	11.1 MB
03_Sentiment_Lexicons_8-37.pdf	774.5 KB
03_Sentiment_Lexicons_8-37.pptx	798.3 KB
03_Sentiment_Lexicons_8-37.srt	17.2 KB
03_Sentiment_Lexicons_8-37.txt	17.2 KB
04_Learning_Sentiment_Lexicons_14-45.mp4	19.6 MB
04_Learning_Sentiment_Lexicons_14-45.pdf	845.5 KB
04_Learning_Sentiment_Lexicons_14-45.pptx	1.2 MB
04_Learning_Sentiment_Lexicons_14-45.srt	20.4 KB
04_Learning_Sentiment_Lexicons_14-45.txt	14.0 KB
05_Other_Sentiment_Tasks_11-01.mp4	15.2 MB
05_Other_Sentiment_Tasks_11-01.pdf	667.9 KB
05_Other_Sentiment_Tasks_11-01.pptx	663.5 KB
05_Other_Sentiment_Tasks_11-01.srt	15.0 KB
05_Other_Sentiment_Tasks_11-01.txt	10.3 KB
/.../Week 4 - 08 Discriminative classifiers- Maximum Entropy classifiers/
01_Generative_vs._Discriminative_Models_7-49.mp4	8.3 MB
01_Generative_vs._Discriminative_Models_7-49.pdf	635.9 KB
01_Generative_vs._Discriminative_Models_7-49.pptx	623.2 KB
01_Generative_vs._Discriminative_Models_7-49.srt	10.1 KB
01_Generative_vs._Discriminative_Models_7-49.txt	6.9 KB
02_Making_features_from_text_for_discriminative_NLP_models_18-11.mp4	17.5 MB
02_Making_features_from_text_for_discriminative_NLP_models_18-11.pdf	748.2 KB
02_Making_features_from_text_for_discriminative_NLP_models_18-11.pptx	695.7 KB
02_Making_features_from_text_for_discriminative_NLP_models_18-11.srt	22.4 KB
02_Making_features_from_text_for_discriminative_NLP_models_18-11.txt	15.3 KB
03_Feature-Based_Linear_Classifiers_13-34.mp4	14.1 MB
03_Feature-Based_Linear_Classifiers_13-34.pdf	804.9 KB
03_Feature-Based_Linear_Classifiers_13-34.pptx	773.2 KB
03_Feature-Based_Linear_Classifiers_13-34.srt	16.0 KB
03_Feature-Based_Linear_Classifiers_13-34.txt	11.0 KB
04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.mp4	8.2 MB
04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.pdf	651.5 KB
04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.pptx	610.5 KB
04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.srt	9.7 KB
04_Building_a_Maxent_Model-_The_Nuts_and_Bolts_8-04.txt	6.6 KB
05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.mp4	12.8 MB
05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.pdf	606.7 KB
05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.pptx	633.3 KB
05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.srt	14.6 KB
05_Generative_vs._Discriminative_models-_The_problem_of_overcounting_evidence_12-15.txt	10.0 KB
06_Maximizing_the_Likelihood_10-29.mp4	10.3 MB
06_Maximizing_the_Likelihood_10-29.pdf	1.5 MB
06_Maximizing_the_Likelihood_10-29.pptx	1.5 MB
06_Maximizing_the_Likelihood_10-29.srt	12.8 KB
06_Maximizing_the_Likelihood_10-29.txt	8.8 KB
/.../Week 4 - 09 Named entity recognition and Maximum Entropy Sequence Models/
01_Introduction_to_Information_Extraction_9-18.mp4	9.8 MB
01_Introduction_to_Information_Extraction_9-18.pdf	679.2 KB
01_Introduction_to_Information_Extraction_9-18.pptx	746.9 KB
01_Introduction_to_Information_Extraction_9-18.srt	11.9 KB
01_Introduction_to_Information_Extraction_9-18.txt	8.2 KB
02_Evaluation_of_Named_Entity_Recognition_6-34.mp4	7.1 MB
02_Evaluation_of_Named_Entity_Recognition_6-34.pdf	583.7 KB
02_Evaluation_of_Named_Entity_Recognition_6-34.pptx	612.3 KB
02_Evaluation_of_Named_Entity_Recognition_6-34.srt	7.7 KB
02_Evaluation_of_Named_Entity_Recognition_6-34.txt	5.3 KB
03_Sequence_Models_for_Named_Entity_Recognition_15-05.mp4	14.8 MB
03_Sequence_Models_for_Named_Entity_Recognition_15-05.pdf	756.5 KB
03_Sequence_Models_for_Named_Entity_Recognition_15-05.pptx	727.0 KB
03_Sequence_Models_for_Named_Entity_Recognition_15-05.srt	18.4 KB
03_Sequence_Models_for_Named_Entity_Recognition_15-05.txt	12.6 KB
04_Maximum_Entropy_Sequence_Models_13-01.mp4	13.9 MB
04_Maximum_Entropy_Sequence_Models_13-01.pdf	735.0 KB
04_Maximum_Entropy_Sequence_Models_13-01.pptx	722.9 KB
04_Maximum_Entropy_Sequence_Models_13-01.srt	17.2 KB
04_Maximum_Entropy_Sequence_Models_13-01.txt	11.8 KB
/.../Week 4 - 10 Relation Extraction/
01_What_is_Relation_Extraction_9-47.mp4	10.7 MB
01_What_is_Relation_Extraction_9-47.pdf	1.2 MB
01_What_is_Relation_Extraction_9-47.pptx	1.4 MB
01_What_is_Relation_Extraction_9-47.srt	13.8 KB
01_What_is_Relation_Extraction_9-47.txt	9.4 KB
02_Using_Patterns_to_Extract_Relations_6-17.mp4	6.4 MB
02_Using_Patterns_to_Extract_Relations_6-17.pdf	3.2 MB
02_Using_Patterns_to_Extract_Relations_6-17.pptx	763.7 KB
02_Using_Patterns_to_Extract_Relations_6-17.srt	9.2 KB
02_Using_Patterns_to_Extract_Relations_6-17.txt	6.3 KB
03_Supervised_Relation_Extraction_10-51.mp4	10.8 MB
03_Supervised_Relation_Extraction_10-51.pdf	4.1 MB
03_Supervised_Relation_Extraction_10-51.pptx	913.2 KB
03_Supervised_Relation_Extraction_10-51.srt	16.6 KB
03_Supervised_Relation_Extraction_10-51.txt	11.4 KB
04_Semi-Supervised_and_Unsupervised_Relation_Extraction_9-53.mp4	10.6 MB
04_Semi-Supervised_and_Unsupervised_Relation_Extraction_9-53.pdf	3.5 MB
04_Semi-Supervised_and_Unsupervised_Relation_Extraction_9-53.pptx	716.9 KB
04_Semi-Supervised_and_Unsupervised_Relation_Extraction_9-53.srt	14.8 KB
04_Semi-Supervised_and_Unsupervised_Relation_Extraction_9-53.txt	10.1 KB
/.../Week 5 - 11 Advanced Maximum Entropy Models/
01_The_Maximum_Entropy_Model_Presentation_12-14.mp4	18.1 MB
01_The_Maximum_Entropy_Model_Presentation_12-14.pdf	1.1 MB
01_The_Maximum_Entropy_Model_Presentation_12-14.pptx	1.2 MB
01_The_Maximum_Entropy_Model_Presentation_12-14.srt	15.4 KB
01_The_Maximum_Entropy_Model_Presentation_12-14.txt	10.5 KB
02_Feature_Overlap-Feature_Interaction_12-51.mp4	13.2 MB
02_Feature_Overlap-Feature_Interaction_12-51.pdf	627.3 KB
02_Feature_Overlap-Feature_Interaction_12-51.pptx	659.2 KB
02_Feature_Overlap-Feature_Interaction_12-51.srt	16.6 KB
02_Feature_Overlap-Feature_Interaction_12-51.txt	11.4 KB
03_Conditional_Maxent_Models_for_Classification_4-11.mp4	5.0 MB
03_Conditional_Maxent_Models_for_Classification_4-11.pdf	760.1 KB
03_Conditional_Maxent_Models_for_Classification_4-11.pptx	769.7 KB
03_Conditional_Maxent_Models_for_Classification_4-11.srt	5.1 KB
03_Conditional_Maxent_Models_for_Classification_4-11.txt	3.5 KB
04_Smoothing-Regularization-Priors_for_Maxent_Models_29-24.mp4	30.2 MB
04_Smoothing-Regularization-Priors_for_Maxent_Models_29-24.pdf	1.2 MB
04_Smoothing-Regularization-Priors_for_Maxent_Models_29-24.pptx	1.3 MB
04_Smoothing-Regularization-Priors_for_Maxent_Models_29-24.srt	37.5 KB
04_Smoothing-Regularization-Priors_for_Maxent_Models_29-24.txt	25.6 KB
/.../Week 5 - 12 POS Tagging/
01_An_Intro_to_Parts_of_Speech_and_POS_Tagging_13-19.mp4	12.5 MB
01_An_Intro_to_Parts_of_Speech_and_POS_Tagging_13-19.pdf	666.0 KB
01_An_Intro_to_Parts_of_Speech_and_POS_Tagging_13-19.pptx	634.1 KB
01_An_Intro_to_Parts_of_Speech_and_POS_Tagging_13-19.srt	17.9 KB
01_An_Intro_to_Parts_of_Speech_and_POS_Tagging_13-19.txt	12.3 KB
02_Some_Methods_and_Results_on_Sequence_Models_for_POS_Tagging_13-04.mp4	13.4 MB
02_Some_Methods_and_Results_on_Sequence_Models_for_POS_Tagging_13-04.pdf	668.4 KB
02_Some_Methods_and_Results_on_Sequence_Models_for_POS_Tagging_13-04.pptx	625.2 KB
02_Some_Methods_and_Results_on_Sequence_Models_for_POS_Tagging_13-04.srt	17.3 KB
02_Some_Methods_and_Results_on_Sequence_Models_for_POS_Tagging_13-04.txt	11.9 KB
/.../Week 5 - 13 Parsing Introduction/
01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.mp4	9.4 MB
01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.pdf	748.4 KB
01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.pptx	711.4 KB
01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.srt	10.8 KB
01_Syntactic_Structure-_Constituency_vs_Dependency_8-46.txt	7.4 KB
02_Empirical-Data-Driven_Approach_to_Parsing_7-11.mp4	7.6 MB
02_Empirical-Data-Driven_Approach_to_Parsing_7-11.pdf	622.5 KB
02_Empirical-Data-Driven_Approach_to_Parsing_7-11.pptx	660.1 KB
02_Empirical-Data-Driven_Approach_to_Parsing_7-11.srt	9.4 KB
02_Empirical-Data-Driven_Approach_to_Parsing_7-11.txt	6.5 KB
03_The_Exponential_Problem_in_Parsing_14-30.mp4	15.6 MB
03_The_Exponential_Problem_in_Parsing_14-30.pdf	743.6 KB
03_The_Exponential_Problem_in_Parsing_14-30.pptx	794.4 KB
03_The_Exponential_Problem_in_Parsing_14-30.srt	17.3 KB
03_The_Exponential_Problem_in_Parsing_14-30.txt	11.9 KB
/.../Week 5 - 14 Instructor Chat/
01_Instructor_Chat_9-02.mp4	24.9 MB
/.../Week 6 - 15 Probabilistic Parsing/
01_CFGs_and_PCFGs_15-29.mp4	17.5 MB
01_CFGs_and_PCFGs_15-29.pdf	822.4 KB
01_CFGs_and_PCFGs_15-29.pptx	915.7 KB
01_CFGs_and_PCFGs_15-29.srt	18.7 KB
01_CFGs_and_PCFGs_15-29.txt	12.8 KB
02_Grammar_Transforms_12-05.mp4	12.6 MB
02_Grammar_Transforms_12-05.pdf	742.2 KB
02_Grammar_Transforms_12-05.pptx	751.4 KB
02_Grammar_Transforms_12-05.srt	15.6 KB
02_Grammar_Transforms_12-05.txt	10.7 KB
03_CKY_Parsing_23-25.mp4	27.5 MB
03_CKY_Parsing_23-25.pdf	668.1 KB
03_CKY_Parsing_23-25.pptx	647.3 KB
03_CKY_Parsing_23-25.srt	26.4 KB
03_CKY_Parsing_23-25.txt	18.0 KB
04_CKY_Example_21-52.mp4	24.6 MB
04_CKY_Example_21-52.pdf	641.8 KB
04_CKY_Example_21-52.pptx	693.9 KB
04_CKY_Example_21-52.srt	23.8 KB
04_CKY_Example_21-52.txt	16.3 KB
05_Constituency_Parser_Evaluation_9-45.mp4	11.2 MB
05_Constituency_Parser_Evaluation_9-45.pdf	702.8 KB
05_Constituency_Parser_Evaluation_9-45.pptx	742.9 KB
05_Constituency_Parser_Evaluation_9-45.srt	12.1 KB
05_Constituency_Parser_Evaluation_9-45.txt	8.3 KB
/.../Week 6 - 16 Lexicalized Parsing/
01_Lexicalization_of_PCFGs_7-03.mp4	7.5 MB
01_Lexicalization_of_PCFGs_7-03.pdf	668.1 KB
01_Lexicalization_of_PCFGs_7-03.pptx	850.8 KB
01_Lexicalization_of_PCFGs_7-03.srt	8.4 KB
01_Lexicalization_of_PCFGs_7-03.txt	5.7 KB
02_Charniaks_Model_18-23.mp4	19.9 MB
02_Charniaks_Model_18-23.pdf	848.9 KB
02_Charniaks_Model_18-23.pptx	1.0 MB
02_Charniaks_Model_18-23.srt	22.5 KB
02_Charniaks_Model_18-23.txt	15.4 KB
03_PCFG_Independence_Assumptions_9-44.mp4	10.3 MB
03_PCFG_Independence_Assumptions_9-44.pdf	691.3 KB
03_PCFG_Independence_Assumptions_9-44.pptx	925.6 KB
03_PCFG_Independence_Assumptions_9-44.srt	11.8 KB
03_PCFG_Independence_Assumptions_9-44.txt	8.1 KB
04_The_Return_of_Unlexicalized_PCFGs_20-53.mp4	22.2 MB
04_The_Return_of_Unlexicalized_PCFGs_20-53.pdf	875.4 KB
04_The_Return_of_Unlexicalized_PCFGs_20-53.pptx	1.4 MB
04_The_Return_of_Unlexicalized_PCFGs_20-53.srt	24.6 KB
04_The_Return_of_Unlexicalized_PCFGs_20-53.txt	16.8 KB
05_Latent_Variable_PCFGs_12-07.mp4	13.2 MB
05_Latent_Variable_PCFGs_12-07.pdf	887.9 KB
05_Latent_Variable_PCFGs_12-07.pptx	890.1 KB
05_Latent_Variable_PCFGs_12-07.srt	15.0 KB
05_Latent_Variable_PCFGs_12-07.txt	10.2 KB
/.../Week 6 - 17 Dependency Parsing Optional/
01_Dependency_Parsing_Introduction_10-25.mp4	11.7 MB
01_Dependency_Parsing_Introduction_10-25.pdf	685.9 KB
01_Dependency_Parsing_Introduction_10-25.pptx	813.0 KB
01_Dependency_Parsing_Introduction_10-25.srt	13.1 KB
01_Dependency_Parsing_Introduction_10-25.txt	9.0 KB
02_Greedy_Transition-Based_Parsing_31-05.mp4	32.9 MB
02_Greedy_Transition-Based_Parsing_31-05.pdf	704.0 KB
02_Greedy_Transition-Based_Parsing_31-05.pptx	784.4 KB
02_Greedy_Transition-Based_Parsing_31-05.srt	38.4 KB
02_Greedy_Transition-Based_Parsing_31-05.txt	26.2 KB
03_Dependencies_Encode_Relational_Structure_7-20.mp4	7.6 MB
03_Dependencies_Encode_Relational_Structure_7-20.pdf	745.3 KB
03_Dependencies_Encode_Relational_Structure_7-20.pptx	834.4 KB
03_Dependencies_Encode_Relational_Structure_7-20.srt	9.3 KB
03_Dependencies_Encode_Relational_Structure_7-20.txt	6.1 KB
/.../Week 7 - 18 Information Retrieval/
01_Introduction_to_Information_Retrieval_9-16.mp4	9.5 MB
01_Introduction_to_Information_Retrieval_9-16.pdf	217.6 KB
01_Introduction_to_Information_Retrieval_9-16.pptx	138.6 KB
01_Introduction_to_Information_Retrieval_9-16.srt	12.4 KB
01_Introduction_to_Information_Retrieval_9-16.txt	8.5 KB
02_Term-Document_Incidence_Matrices_8-59.mp4	9.5 MB
02_Term-Document_Incidence_Matrices_8-59.pdf	779.2 KB
02_Term-Document_Incidence_Matrices_8-59.pptx	706.9 KB
02_Term-Document_Incidence_Matrices_8-59.srt	11.0 KB
02_Term-Document_Incidence_Matrices_8-59.txt	7.5 KB
03_The_Inverted_Index_10-42.mp4	11.2 MB
03_The_Inverted_Index_10-42.pdf	297.7 KB
03_The_Inverted_Index_10-42.pptx	408.8 KB
03_The_Inverted_Index_10-42.srt	13.4 KB
03_The_Inverted_Index_10-42.txt	9.2 KB
04_Query_Processing_with_the_Inverted_Index_6-43.mp4	7.1 MB
04_Query_Processing_with_the_Inverted_Index_6-43.pdf	181.8 KB
04_Query_Processing_with_the_Inverted_Index_6-43.pptx	163.7 KB
04_Query_Processing_with_the_Inverted_Index_6-43.srt	7.5 KB
04_Query_Processing_with_the_Inverted_Index_6-43.txt	5.2 KB
05_Phrase_Queries_and_Positional_Indexes_19-45.mp4	21.6 MB
05_Phrase_Queries_and_Positional_Indexes_19-45.pdf	142.8 KB
05_Phrase_Queries_and_Positional_Indexes_19-45.pptx	89.6 KB
05_Phrase_Queries_and_Positional_Indexes_19-45.srt	23.6 KB
05_Phrase_Queries_and_Positional_Indexes_19-45.txt	16.3 KB
/.../Week 7 - 19 Ranked Information Retrieval/
01_Introducing_Ranked_Retrieval_4-27.mp4	4.8 MB
01_Introducing_Ranked_Retrieval_4-27.pdf	77.6 KB
01_Introducing_Ranked_Retrieval_4-27.pptx	78.8 KB
01_Introducing_Ranked_Retrieval_4-27.srt	6.1 KB
01_Introducing_Ranked_Retrieval_4-27.txt	4.2 KB
02_Scoring_with_the_Jaccard_Coefficient_5-06.mp4	5.7 MB
02_Scoring_with_the_Jaccard_Coefficient_5-06.pdf	84.3 KB
02_Scoring_with_the_Jaccard_Coefficient_5-06.pptx	68.6 KB
02_Scoring_with_the_Jaccard_Coefficient_5-06.srt	6.2 KB
02_Scoring_with_the_Jaccard_Coefficient_5-06.txt	4.3 KB
03_Term_Frequency_Weighting_5-59.mp4	6.7 MB
03_Term_Frequency_Weighting_5-59.pdf	189.5 KB
03_Term_Frequency_Weighting_5-59.pptx	96.1 KB
03_Term_Frequency_Weighting_5-59.srt	7.5 KB
03_Term_Frequency_Weighting_5-59.txt	5.2 KB
04_Inverse_Document_Frequency_Weighting_10-16.mp4	11.7 MB
04_Inverse_Document_Frequency_Weighting_10-16.pdf	141.4 KB
04_Inverse_Document_Frequency_Weighting_10-16.pptx	93.0 KB
04_Inverse_Document_Frequency_Weighting_10-16.srt	12.7 KB
04_Inverse_Document_Frequency_Weighting_10-16.txt	8.7 KB
05_TF-IDF_Weighting_3-42.mp4	4.3 MB
05_TF-IDF_Weighting_3-42.pdf	136.1 KB
05_TF-IDF_Weighting_3-42.pptx	102.9 KB
05_TF-IDF_Weighting_3-42.srt	4.2 KB
05_TF-IDF_Weighting_3-42.txt	2.9 KB
06_The_Vector_Space_Model_16-22.mp4	17.8 MB
06_The_Vector_Space_Model_16-22.pdf	258.6 KB
06_The_Vector_Space_Model_16-22.pptx	205.2 KB
06_The_Vector_Space_Model_16-22.srt	20.1 KB
06_The_Vector_Space_Model_16-22.txt	13.7 KB
07_Calculating_TF-IDF_Cosine_Scores_12-47.mp4	13.9 MB
07_Calculating_TF-IDF_Cosine_Scores_12-47.pdf	163.8 KB
07_Calculating_TF-IDF_Cosine_Scores_12-47.pptx	143.9 KB
07_Calculating_TF-IDF_Cosine_Scores_12-47.srt	15.8 KB
07_Calculating_TF-IDF_Cosine_Scores_12-47.txt	10.8 KB
08_Evaluating_Search_Engines_9-02.mp4	9.2 MB
08_Evaluating_Search_Engines_9-02.pdf	92.3 KB
08_Evaluating_Search_Engines_9-02.pptx	64.5 KB
08_Evaluating_Search_Engines_9-02.srt	11.5 KB
08_Evaluating_Search_Engines_9-02.txt	7.9 KB
/.../Week 8 - 20 Semantics/
01_Word_Senses_and_Word_Relations_11-50.mp4	15.6 MB
01_Word_Senses_and_Word_Relations_11-50.pdf	645.2 KB
01_Word_Senses_and_Word_Relations_11-50.pptx	681.4 KB
01_Word_Senses_and_Word_Relations_11-50.srt	15.6 KB
01_Word_Senses_and_Word_Relations_11-50.txt	10.6 KB
02_WordNet_and_Other_Online_Thesauri_6-23.mp4	9.2 MB
02_WordNet_and_Other_Online_Thesauri_6-23.pdf	1.2 MB
02_WordNet_and_Other_Online_Thesauri_6-23.pptx	1.5 MB
02_WordNet_and_Other_Online_Thesauri_6-23.srt	7.9 KB
02_WordNet_and_Other_Online_Thesauri_6-23.txt	5.3 KB
03_Word_Similarity_and_Thesaurus_Methods_16-17.mp4	21.2 MB
03_Word_Similarity_and_Thesaurus_Methods_16-17.pdf	909.3 KB
03_Word_Similarity_and_Thesaurus_Methods_16-17.pptx	1.1 MB
03_Word_Similarity_and_Thesaurus_Methods_16-17.srt	23.4 KB
03_Word_Similarity_and_Thesaurus_Methods_16-17.txt	15.9 KB
04_Word_Similarity-_Distributional_Similarity_I_13-14.mp4	15.8 MB
04_Word_Similarity-_Distributional_Similarity_I_13-14.pdf	1.3 MB
04_Word_Similarity-_Distributional_Similarity_I_13-14.pptx	2.3 MB
04_Word_Similarity-_Distributional_Similarity_I_13-14.srt	17.9 KB
04_Word_Similarity-_Distributional_Similarity_I_13-14.txt	12.2 KB
05_Word_Similarity-_Distributional_Similarity_II_8-15.mp4	9.9 MB
05_Word_Similarity-_Distributional_Similarity_II_8-15.pdf	789.1 KB
05_Word_Similarity-_Distributional_Similarity_II_8-15.pptx	1.1 MB
05_Word_Similarity-_Distributional_Similarity_II_8-15.srt	11.3 KB
05_Word_Similarity-_Distributional_Similarity_II_8-15.txt	7.8 KB
/.../Week 8 - 21 Question Answering/
01_What_is_Question_Answering_7-28.mp4	9.3 MB
01_What_is_Question_Answering_7-28.pdf	979.9 KB
01_What_is_Question_Answering_7-28.pptx	1.2 MB
01_What_is_Question_Answering_7-28.srt	10.6 KB
01_What_is_Question_Answering_7-28.txt	7.3 KB
02_Answer_Types_and_Query_Formulation_8-47.mp4	10.6 MB
02_Answer_Types_and_Query_Formulation_8-47.pdf	985.2 KB
02_Answer_Types_and_Query_Formulation_8-47.pptx	1.1 MB
02_Answer_Types_and_Query_Formulation_8-47.srt	12.8 KB
02_Answer_Types_and_Query_Formulation_8-47.txt	8.8 KB
03_Passage_Retrieval_and_Answer_Extraction_6-38.mp4	8.1 MB
03_Passage_Retrieval_and_Answer_Extraction_6-38.pdf	739.9 KB
03_Passage_Retrieval_and_Answer_Extraction_6-38.pptx	841.4 KB
03_Passage_Retrieval_and_Answer_Extraction_6-38.srt	9.7 KB
03_Passage_Retrieval_and_Answer_Extraction_6-38.txt	6.7 KB
04_Using_Knowledge_in_QA_4-25.mp4	5.5 MB
04_Using_Knowledge_in_QA_4-25.pdf	682.2 KB
04_Using_Knowledge_in_QA_4-25.pptx	783.2 KB
04_Using_Knowledge_in_QA_4-25.srt	6.6 KB
04_Using_Knowledge_in_QA_4-25.txt	4.5 KB
05_Advanced-_Answering_Complex_Questions_4-52.mp4	6.5 MB
05_Advanced-_Answering_Complex_Questions_4-52.pdf	727.4 KB
05_Advanced-_Answering_Complex_Questions_4-52.pptx	838.8 KB
05_Advanced-_Answering_Complex_Questions_4-52.srt	7.0 KB
05_Advanced-_Answering_Complex_Questions_4-52.txt	4.8 KB
/.../Week 8 - 22 Summarization/
01_Introduction_to_Summarization.mp4	6.3 MB
01_Introduction_to_Summarization.pdf	766.6 KB
01_Introduction_to_Summarization.pptx	864.8 KB
01_Introduction_to_Summarization.srt	7.2 KB
01_Introduction_to_Summarization.txt	4.9 KB
02_Generating_Snippets.mp4	10.1 MB
02_Generating_Snippets.pdf	916.2 KB
02_Generating_Snippets.pptx	1.1 MB
02_Generating_Snippets.srt	11.6 KB
02_Generating_Snippets.txt	7.9 KB
03_Evaluating_Summaries-_ROUGE.mp4	6.8 MB
03_Evaluating_Summaries-_ROUGE.pdf	620.5 KB
03_Evaluating_Summaries-_ROUGE.pptx	708.3 KB
03_Evaluating_Summaries-_ROUGE.srt	6.6 KB
03_Evaluating_Summaries-_ROUGE.txt	4.5 KB
04_Summarizing_Multiple_Documents.mp4	14.1 MB
04_Summarizing_Multiple_Documents.pdf	976.0 KB
04_Summarizing_Multiple_Documents.pptx	1.1 MB
04_Summarizing_Multiple_Documents.srt	16.3 KB
04_Summarizing_Multiple_Documents.txt	11.2 KB
/.../Week 8 - 23 Instructor Chat II/
01_Instructor_Chat_II_5-23.mp4	19.5 MB
01_Instructor_Chat_II_5-23.srt	9.4 KB
01_Instructor_Chat_II_5-23.txt	6.1 KB
Total files 502