Nlangp 001 | 8A8F93E18DD6C46C48EE2936ED500B1FF4CC9175

Nlangp 001

Name	nlangp-001	DOWNLOAD Copy Link
Total Size	1.2 GB
Total Files	440
Last Seen	2024-11-15 23:35
Hash	8A8F93E18DD6C46C48EE2936ED500B1FF4CC9175

/01_Week_1_-_Introduction_to_Natural_Language_Processing/
01_Introduction_Part_1_11-17.mp4	14.9 MB
01_Introduction_Part_1_11-17.pdf	379.3 KB
01_Introduction_Part_1_11-17.srt	14.8 KB
01_Introduction_Part_1_11-17.txt	9.8 KB
02_Introduction_Part_2_10-28.mp4	12.4 MB
02_Introduction_Part_2_10-28.srt	14.4 KB
02_Introduction_Part_2_10-28.txt	9.6 KB
/02_Week_1_-_The_Language_Modeling_Problem/
01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.mp4	7.9 MB
01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.pdf	289.0 KB
01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.srt	7.9 KB
01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.txt	5.2 KB
01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17_0_Quiz_Questions.pdf	112.1 KB
02_Introduction_to_the_Language_Modeling_Problem_Part_2_7-12.mp4	8.7 MB
02_Introduction_to_the_Language_Modeling_Problem_Part_2_7-12.srt	8.7 KB
02_Introduction_to_the_Language_Modeling_Problem_Part_2_7-12.txt	5.8 KB
03_Markov_Processes_Part_1_8-56.mp4	10.7 MB
03_Markov_Processes_Part_1_8-56.srt	9.8 KB
03_Markov_Processes_Part_1_8-56.txt	6.4 KB
04_Markov_Processes_Part_2_6-28.mp4	7.7 MB
04_Markov_Processes_Part_2_6-28.srt	7.5 KB
04_Markov_Processes_Part_2_6-28.txt	5.0 KB
05_Trigram_Language_Models_9-40.mp4	11.6 MB
05_Trigram_Language_Models_9-40.srt	11.0 KB
05_Trigram_Language_Models_9-40.txt	7.4 KB
06_Evaluating_Language_Models-_Perplexity_12-36.mp4	15.5 MB
06_Evaluating_Language_Models-_Perplexity_12-36.srt	15.4 KB
06_Evaluating_Language_Models-_Perplexity_12-36.txt	10.1 KB
/03_Week_1_-_Parameter_Estimation_in_Language_Models/
01_Linear_Interpolation_Part_1_7-46.mp4	9.5 MB
01_Linear_Interpolation_Part_1_7-46.srt	8.5 KB
01_Linear_Interpolation_Part_1_7-46.txt	5.7 KB
02_Linear_Interpolation_Part_2_11-35.mp4	14.3 MB
02_Linear_Interpolation_Part_2_11-35.srt	12.8 KB
02_Linear_Interpolation_Part_2_11-35.txt	8.5 KB
03_Discounting_Methods_Part_1_9-26.mp4	11.7 MB
03_Discounting_Methods_Part_1_9-26.srt	10.4 KB
03_Discounting_Methods_Part_1_9-26.txt	7.0 KB
04_Discounting_Methods_Part_2_3-34.mp4	4.6 MB
04_Discounting_Methods_Part_2_3-34.srt	4.2 KB
04_Discounting_Methods_Part_2_3-34.txt	2.8 KB
/04_Week_1_-_Summary/
01_Summary_2-31.mp4	3.2 MB
01_Summary_2-31.srt	3.3 KB
01_Summary_2-31.txt	2.2 KB
/05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/
01_The_Tagging_Problem_10-01.mp4	13.7 MB
01_The_Tagging_Problem_10-01.pdf	243.0 KB
01_The_Tagging_Problem_10-01.srt	13.3 KB
01_The_Tagging_Problem_10-01.txt	8.7 KB
01_The_Tagging_Problem_10-01_0_Quiz_Questions.pdf	105.6 KB
02_Generative_Models_for_Supervised_Learning_8-57.mp4	11.2 MB
02_Generative_Models_for_Supervised_Learning_8-57.srt	10.2 KB
02_Generative_Models_for_Supervised_Learning_8-57.txt	6.8 KB
03_Hidden_Markov_Models_HMMs-_Basic_Definitions_12-00.mp4	15.6 MB
03_Hidden_Markov_Models_HMMs-_Basic_Definitions_12-00.srt	12.7 KB
03_Hidden_Markov_Models_HMMs-_Basic_Definitions_12-00.txt	8.3 KB
04_Parameter_Estimation_in_HMMs_13-16.mp4	17.1 MB
04_Parameter_Estimation_in_HMMs_13-16.srt	14.5 KB
04_Parameter_Estimation_in_HMMs_13-16.txt	9.6 KB
05_The_Viterbi_Algorithm_for_HMMs_Part_1_14-07.mp4	17.8 MB
05_The_Viterbi_Algorithm_for_HMMs_Part_1_14-07.srt	14.6 KB
05_The_Viterbi_Algorithm_for_HMMs_Part_1_14-07.txt	9.6 KB
06_The_Viterbi_Algorithm_for_HMMs_Part_2_3-31.mp4	4.4 MB
06_The_Viterbi_Algorithm_for_HMMs_Part_2_3-31.srt	3.5 KB
06_The_Viterbi_Algorithm_for_HMMs_Part_2_3-31.txt	2.3 KB
07_The_Viterbi_Algorithm_for_HMMs_Part_3_7-33.mp4	9.7 MB
07_The_Viterbi_Algorithm_for_HMMs_Part_3_7-33.srt	8.2 KB
07_The_Viterbi_Algorithm_for_HMMs_Part_3_7-33.txt	5.5 KB
08_Summary_1-50.mp4	2.3 MB
08_Summary_1-50.srt	2.4 KB
08_Summary_1-50.txt	1.6 KB
/06_Week_3_-_Parsing_and_Context-Free_Grammars/
01_Introduction_0-28.mp4	1.0 MB
01_Introduction_0-28.srt	0.7 KB
01_Introduction_0-28.txt	0.5 KB
02_Introduction_to_the_Parsing_Problem_Part_1_10-37.mp4	13.3 MB
02_Introduction_to_the_Parsing_Problem_Part_1_10-37.pdf	296.4 KB
02_Introduction_to_the_Parsing_Problem_Part_1_10-37.srt	12.7 KB
02_Introduction_to_the_Parsing_Problem_Part_1_10-37.txt	8.5 KB
03_Introduction_to_the_Parsing_Problem_Part_2_4-20.mp4	5.4 MB
03_Introduction_to_the_Parsing_Problem_Part_2_4-20.srt	6.0 KB
03_Introduction_to_the_Parsing_Problem_Part_2_4-20.txt	4.1 KB
04_Context-Free_Grammars_Part_1_12-11.mp4	15.2 MB
04_Context-Free_Grammars_Part_1_12-11.srt	14.3 KB
04_Context-Free_Grammars_Part_1_12-11.txt	9.5 KB
05_Context-Free_Grammars_Part_2_2-22.mp4	2.9 MB
05_Context-Free_Grammars_Part_2_2-22.srt	0.5 KB
05_Context-Free_Grammars_Part_2_2-22.txt	0.4 KB
06_A_Simple_Grammar_for_English_Part_1_10-32.mp4	13.2 MB
06_A_Simple_Grammar_for_English_Part_1_10-32.srt	11.7 KB
06_A_Simple_Grammar_for_English_Part_1_10-32.txt	7.7 KB
07_A_Simple_Grammar_for_English_Part_2_5-30.mp4	6.7 MB
07_A_Simple_Grammar_for_English_Part_2_5-30.srt	5.8 KB
07_A_Simple_Grammar_for_English_Part_2_5-30.txt	3.9 KB
08_A_Simple_Grammar_for_English_Part_3_11-21.mp4	14.6 MB
08_A_Simple_Grammar_for_English_Part_3_11-21.srt	12.8 KB
08_A_Simple_Grammar_for_English_Part_3_11-21.txt	8.3 KB
09_A_Simple_Grammar_for_English_Part_4_2-20.mp4	3.0 MB
09_A_Simple_Grammar_for_English_Part_4_2-20.srt	3.4 KB
09_A_Simple_Grammar_for_English_Part_4_2-20.txt	2.3 KB
10_Examples_of_Ambiguity_5-56.mp4	7.0 MB
10_Examples_of_Ambiguity_5-56.srt	7.4 KB
10_Examples_of_Ambiguity_5-56.txt	4.9 KB
/07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/
01_Introduction_1-12.mp4	1.4 MB
01_Introduction_1-12.pdf	247.5 KB
01_Introduction_1-12.srt	1.5 KB
01_Introduction_1-12.txt	1.0 KB
01_Introduction_1-12_0_Quiz_Questions.pdf	76.4 KB
02_Basics_of_PCFGs_Part_1_9-43.mp4	12.2 MB
02_Basics_of_PCFGs_Part_1_9-43.pdf	247.5 KB
02_Basics_of_PCFGs_Part_1_9-43.srt	11.6 KB
02_Basics_of_PCFGs_Part_1_9-43.txt	7.6 KB
03_Basics_of_PCFGs_Part_2_8-26.mp4	11.3 MB
03_Basics_of_PCFGs_Part_2_8-26.srt	10.7 KB
03_Basics_of_PCFGs_Part_2_8-26.txt	7.2 KB
04_The_CKY_Parsing_Algorithm_Part_1__7-31.mp4	9.8 MB
04_The_CKY_Parsing_Algorithm_Part_1__7-31.srt	8.8 KB
04_The_CKY_Parsing_Algorithm_Part_1__7-31.txt	5.8 KB
05_The_CKY_Parsing_Algorithm_Part_2__13-22.mp4	17.4 MB
05_The_CKY_Parsing_Algorithm_Part_2__13-22.srt	14.2 KB
05_The_CKY_Parsing_Algorithm_Part_2__13-22.txt	9.4 KB
06_The_CKY_Parsing_Algorithm_Part_3_10-07.mp4	13.0 MB
06_The_CKY_Parsing_Algorithm_Part_3_10-07.srt	12.1 KB
06_The_CKY_Parsing_Algorithm_Part_3_10-07.txt	8.1 KB
/08_Week_4_-_Weaknesses_of_PCFGs/
01_Weaknesses_of_PCFGs_14-59.mp4	18.8 MB
01_Weaknesses_of_PCFGs_14-59.pdf	108.1 KB
01_Weaknesses_of_PCFGs_14-59.srt	18.1 KB
01_Weaknesses_of_PCFGs_14-59.txt	12.1 KB
01_Weaknesses_of_PCFGs_14-59_0_Quiz.pdf	60.8 KB
/09_Week_4_-_Lexicalized_PCFGs/
01_Introduction_00-17.mp4	338.3 KB
01_Introduction_00-17.pdf	207.9 KB
01_Introduction_00-17.srt	0.4 KB
01_Introduction_00-17.txt	0.2 KB
01_Introduction_00-17_0_Quiz_Questions.pdf	106.2 KB
02_Lexicalization_of_a_Treebank_10-44.mp4	13.5 MB
02_Lexicalization_of_a_Treebank_10-44.srt	12.9 KB
02_Lexicalization_of_a_Treebank_10-44.txt	8.6 KB
03_Lexicalized_PCFGs-_Basic_Definitions_12-40.mp4	16.7 MB
03_Lexicalized_PCFGs-_Basic_Definitions_12-40.srt	14.3 KB
03_Lexicalized_PCFGs-_Basic_Definitions_12-40.txt	9.4 KB
04_Parameter_Estimation_in_Lexicalized_PCFGs_Part_1_5-28.mp4	6.8 MB
04_Parameter_Estimation_in_Lexicalized_PCFGs_Part_1_5-28.srt	6.4 KB
04_Parameter_Estimation_in_Lexicalized_PCFGs_Part_1_5-28.txt	4.3 KB
05_Parameter_Estimation_in_Lexicalized_PCFGs_Part_2_9-08.mp4	11.6 MB
05_Parameter_Estimation_in_Lexicalized_PCFGs_Part_2_9-08.srt	11.0 KB
05_Parameter_Estimation_in_Lexicalized_PCFGs_Part_2_9-08.txt	7.4 KB
06_Evaluation_of_Lexicalized_PCFGs_Part_1_9-32.mp4	12.7 MB
06_Evaluation_of_Lexicalized_PCFGs_Part_1_9-32.srt	10.9 KB
06_Evaluation_of_Lexicalized_PCFGs_Part_1_9-32.txt	7.2 KB
07_Evaluation_of_Lexicalized_PCFGs_Part_2_11-28.mp4	15.0 MB
07_Evaluation_of_Lexicalized_PCFGs_Part_2_11-28.srt	14.2 KB
07_Evaluation_of_Lexicalized_PCFGs_Part_2_11-28.txt	9.4 KB
/10_Week_5_-_Introduction_to_Machine_Translation_MT/
01_Opening_Comments_0-25.mp4	463.2 KB
01_Opening_Comments_0-25.pdf	302.2 KB
01_Opening_Comments_0-25.srt	0.6 KB
01_Opening_Comments_0-25.txt	0.4 KB
02_introduction_2-03.mp4	2.5 MB
02_introduction_2-03.srt	2.6 KB
02_introduction_2-03.txt	1.7 KB
03_Challenges_in_MT_8-06.mp4	9.8 MB
03_Challenges_in_MT_8-06.srt	10.4 KB
03_Challenges_in_MT_8-06.txt	6.9 KB
04_Classical_Approaches_to_MT_Part_1_8-02.mp4	10.5 MB
04_Classical_Approaches_to_MT_Part_1_8-02.srt	9.9 KB
04_Classical_Approaches_to_MT_Part_1_8-02.txt	6.5 KB
05_Classical_Approaches_to_MT_Part_2_5-56.mp4	7.6 MB
05_Classical_Approaches_to_MT_Part_2_5-56.srt	7.8 KB
05_Classical_Approaches_to_MT_Part_2_5-56.txt	5.1 KB
06_Introduction_to_Statistical_MT_12-31.mp4	16.4 MB
06_Introduction_to_Statistical_MT_12-31.srt	15.6 KB
06_Introduction_to_Statistical_MT_12-31.txt	10.4 KB
/11_Week_5_-_The_IBM_Translation_Models/
01_Introduction_3-24.mp4	4.1 MB
01_Introduction_3-24.pdf	254.2 KB
01_Introduction_3-24.srt	4.5 KB
01_Introduction_3-24.txt	2.9 KB
01_Introduction_3-24_0_Questions.pdf	124.2 KB
02_IBM_Model_1_Part_1_13-06.mp4	16.9 MB
02_IBM_Model_1_Part_1_13-06.srt	15.5 KB
02_IBM_Model_1_Part_1_13-06.txt	10.1 KB
03_IBM_Model_1_Part_2_9-01.mp4	11.4 MB
03_IBM_Model_1_Part_2_9-01.srt	10.9 KB
03_IBM_Model_1_Part_2_9-01.txt	7.2 KB
04_IBM_Model_2_11-27.mp4	14.6 MB
04_IBM_Model_2_11-27.srt	13.7 KB
04_IBM_Model_2_11-27.txt	9.1 KB
05_The_EM_Algorithm_for_IBM_Model_2_Part_1_5-09.mp4	6.8 MB
05_The_EM_Algorithm_for_IBM_Model_2_Part_1_5-09.srt	6.7 KB
05_The_EM_Algorithm_for_IBM_Model_2_Part_1_5-09.txt	4.4 KB
06_The_EM_Algorithm_for_IBM_Model_2_Part_2_8-37.mp4	11.7 MB
06_The_EM_Algorithm_for_IBM_Model_2_Part_2_8-37.srt	10.0 KB
06_The_EM_Algorithm_for_IBM_Model_2_Part_2_8-37.txt	6.6 KB
07_The_EM_Algorithm_for_IBM_Model_2_Part_3_9-28.mp4	12.2 MB
07_The_EM_Algorithm_for_IBM_Model_2_Part_3_9-28.srt	9.9 KB
07_The_EM_Algorithm_for_IBM_Model_2_Part_3_9-28.txt	6.5 KB
08_The_EM_Algorithm_for_IBM_Model_2_Part_4_4-52.mp4	6.4 MB
08_The_EM_Algorithm_for_IBM_Model_2_Part_4_4-52.srt	6.2 KB
08_The_EM_Algorithm_for_IBM_Model_2_Part_4_4-52.txt	4.1 KB
09_Summary_1-48.mp4	2.4 MB
09_Summary_1-48.srt	2.2 KB
09_Summary_1-48.txt	1.5 KB
/12_Week_6_-_Phrase-based_Translation_Models/
01_Introduction_0-41.mp4	759.4 KB
01_Introduction_0-41.pdf	173.9 KB
01_Introduction_0-41.srt	0.9 KB
01_Introduction_0-41.txt	0.6 KB
01_Introduction_0-41_0_Phrase-Based_Questions.pdf	80.3 KB
02_Learning_Phrases_from_Alignments_Part_1_9-18.mp4	12.1 MB
02_Learning_Phrases_from_Alignments_Part_1_9-18.srt	11.8 KB
02_Learning_Phrases_from_Alignments_Part_1_9-18.txt	7.9 KB
03_Learning_Phrases_from_Alignments_Part_2_7-01.mp4	8.9 MB
03_Learning_Phrases_from_Alignments_Part_2_7-01.srt	9.1 KB
03_Learning_Phrases_from_Alignments_Part_2_7-01.txt	6.1 KB
04_Learning_Phrases_from_Alignments_Part_3_8-47.mp4	11.7 MB
04_Learning_Phrases_from_Alignments_Part_3_8-47.srt	11.7 KB
04_Learning_Phrases_from_Alignments_Part_3_8-47.txt	7.8 KB
05_A_Sketch_of_Phrase-based_Translation_8-17.mp4	10.3 MB
05_A_Sketch_of_Phrase-based_Translation_8-17.srt	11.7 KB
05_A_Sketch_of_Phrase-based_Translation_8-17.txt	7.9 KB
/13_Week_6_-_Decoding_of_Phrase-based_Translation_Models/
01_Definition_of_the_Decoding_Problem_Part_1_9-12.mp4	12.3 MB
01_Definition_of_the_Decoding_Problem_Part_1_9-12.pdf	184.3 KB
01_Definition_of_the_Decoding_Problem_Part_1_9-12.srt	10.3 KB
01_Definition_of_the_Decoding_Problem_Part_1_9-12.txt	6.9 KB
01_Definition_of_the_Decoding_Problem_Part_1_9-12_0_Decoding_Phrase_Based.pdf	70.3 KB
02_Definition_of_the_Decoding_Problem_Part_2_13-00.mp4	16.6 MB
02_Definition_of_the_Decoding_Problem_Part_2_13-00.srt	15.9 KB
02_Definition_of_the_Decoding_Problem_Part_2_13-00.txt	10.5 KB
03_Definition_of_the_Decoding_Problem_Part_3_10-43.mp4	14.2 MB
03_Definition_of_the_Decoding_Problem_Part_3_10-43.srt	12.0 KB
03_Definition_of_the_Decoding_Problem_Part_3_10-43.txt	7.8 KB
04_The_Decoding_Algorithm_Part_1_14-39.mp4	18.9 MB
04_The_Decoding_Algorithm_Part_1_14-39.srt	17.5 KB
04_The_Decoding_Algorithm_Part_1_14-39.txt	11.6 KB
05_The_Decoding_Algorithm_Part_2_6-23.mp4	8.0 MB
05_The_Decoding_Algorithm_Part_2_6-23.srt	8.1 KB
05_The_Decoding_Algorithm_Part_2_6-23.txt	5.4 KB
06_The_Decoding_Algorithm_Part_3_12-29.mp4	16.7 MB
06_The_Decoding_Algorithm_Part_3_12-29.srt	15.7 KB
06_The_Decoding_Algorithm_Part_3_12-29.txt	10.3 KB
/14_Week_7_-_Log-linear_Models/
01_Introduction_0-47.mp4	870.0 KB
01_Introduction_0-47.pdf	134.0 KB
01_Introduction_0-47.srt	1.1 KB
01_Introduction_0-47.txt	0.8 KB
01_Introduction_0-47_0_Log-linear.pdf	275.5 KB
02_Two_Example_Problems_11-19.mp4	14.8 MB
02_Two_Example_Problems_11-19.srt	14.2 KB
02_Two_Example_Problems_11-19.txt	9.6 KB
03_Features_in_Log-Linear_Models_Part_1_13-56.mp4	18.0 MB
03_Features_in_Log-Linear_Models_Part_1_13-56.srt	15.9 KB
03_Features_in_Log-Linear_Models_Part_1_13-56.txt	10.5 KB
04_Features_in_Log-Linear_Models_Part_2_10-13.mp4	13.2 MB
04_Features_in_Log-Linear_Models_Part_2_10-13.srt	11.9 KB
04_Features_in_Log-Linear_Models_Part_2_10-13.txt	8.1 KB
05_Definition_of_Log-linear_Models_Part_1_11-50.mp4	15.3 MB
05_Definition_of_Log-linear_Models_Part_1_11-50.srt	13.0 KB
05_Definition_of_Log-linear_Models_Part_1_11-50.txt	8.6 KB
06_Definition_of_Log-linear_Models_Part_2_3-45.mp4	4.8 MB
06_Definition_of_Log-linear_Models_Part_2_3-45.srt	3.9 KB
06_Definition_of_Log-linear_Models_Part_2_3-45.txt	2.6 KB
07_Parameter_Estimation_in_Log-linear_Models_Part_1_12-44.mp4	16.3 MB
07_Parameter_Estimation_in_Log-linear_Models_Part_1_12-44.srt	15.3 KB
07_Parameter_Estimation_in_Log-linear_Models_Part_1_12-44.txt	10.2 KB
08_Parameter_Estimation_in_Log-linear_Models_Part_2_4-13.mp4	5.5 MB
08_Parameter_Estimation_in_Log-linear_Models_Part_2_4-13.srt	5.1 KB
08_Parameter_Estimation_in_Log-linear_Models_Part_2_4-13.txt	3.4 KB
09_Smoothing-Regularization_in_Log-linear_Models_15-12.mp4	20.2 MB
09_Smoothing-Regularization_in_Log-linear_Models_15-12.srt	17.6 KB
09_Smoothing-Regularization_in_Log-linear_Models_15-12.txt	11.8 KB
/15_Week_8_-_Log-linear_Models_for_Tagging_MEMMs/
01_Introduction_1-41.mp4	2.0 MB
01_Introduction_1-41.pdf	295.8 KB
01_Introduction_1-41.srt	2.2 KB
01_Introduction_1-41.txt	1.4 KB
01_Introduction_1-41_0_Questions.pdf	92.6 KB
02_Recap_of_the_Tagging_Problem_3-15.mp4	4.5 MB
02_Recap_of_the_Tagging_Problem_3-15.srt	3.8 KB
02_Recap_of_the_Tagging_Problem_3-15.txt	2.6 KB
03_Independence_Assumptions_in_Log-linear_Taggers_8-32.mp4	10.8 MB
03_Independence_Assumptions_in_Log-linear_Taggers_8-32.srt	9.4 KB
03_Independence_Assumptions_in_Log-linear_Taggers_8-32.txt	6.2 KB
04_Features_in_Log-Linear_Taggers_13-21.mp4	17.1 MB
04_Features_in_Log-Linear_Taggers_13-21.srt	15.0 KB
04_Features_in_Log-Linear_Taggers_13-21.txt	10.0 KB
05_Parameters_in_Log-linear_Models_3-59.mp4	5.1 MB
05_Parameters_in_Log-linear_Models_3-59.srt	4.3 KB
05_Parameters_in_Log-linear_Models_3-59.txt	2.9 KB
06_The_Viterbi_Algorithm_for_Log-linear_Taggers_9-37.mp4	11.9 MB
06_The_Viterbi_Algorithm_for_Log-linear_Taggers_9-37.srt	10.9 KB
06_The_Viterbi_Algorithm_for_Log-linear_Taggers_9-37.txt	7.3 KB
07_An_Example_Application_9-28.mp4	12.1 MB
07_An_Example_Application_9-28.srt	11.4 KB
07_An_Example_Application_9-28.txt	7.6 KB
08_Summary_2-45.mp4	3.4 MB
08_Summary_2-45.srt	3.4 KB
08_Summary_2-45.txt	2.3 KB
/16_Week_8_-_Log-Linear_Models_for_History-based_Parsing/
01_Introduction_0-47.mp4	894.9 KB
01_Introduction_0-47.pdf	216.0 KB
01_Introduction_0-47.srt	1.0 KB
01_Introduction_0-47.txt	0.6 KB
01_Introduction_0-47_0_Questions.pdf	48.7 KB
02_Conditional_History-based_Models_7-14.mp4	9.1 MB
02_Conditional_History-based_Models_7-14.srt	8.8 KB
02_Conditional_History-based_Models_7-14.txt	5.9 KB
03_Representing_Trees_as_Decision_Sequences_Part_1_7-23.mp4	9.1 MB
03_Representing_Trees_as_Decision_Sequences_Part_1_7-23.srt	8.6 KB
03_Representing_Trees_as_Decision_Sequences_Part_1_7-23.txt	5.8 KB
04_Representing_Trees_as_Decision_Sequences_Part_2_10-20.mp4	12.6 MB
04_Representing_Trees_as_Decision_Sequences_Part_2_10-20.srt	13.1 KB
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05_Features_and_Beam_Search_12-10.mp4	15.4 MB
05_Features_and_Beam_Search_12-10.srt	15.1 KB
05_Features_and_Beam_Search_12-10.txt	10.1 KB
06_Summary_1-12.mp4	1.5 MB
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01_Introduction_0-36.mp4	687.0 KB
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02_Word_Cluster_Representations_8-36.pdf	99.0 KB
02_Word_Cluster_Representations_8-36.srt	9.9 KB
02_Word_Cluster_Representations_8-36.txt	6.6 KB
02_Word_Cluster_Representations_8-36_0_Slides.pdf	823.1 KB
03_The_Brown_Clustering_Algorithm_Part_1_11-50.mp4	15.1 MB
03_The_Brown_Clustering_Algorithm_Part_1_11-50.srt	13.1 KB
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04_The_Brown_Clustering_Algorithm_Part_2_8-30.mp4	11.1 MB
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06_Clusters_in_NE_Recognition_Part_1_11-33.mp4	16.1 MB
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07_Clusters_in_NE_Recognition_Part_2_7-28.srt	8.9 KB
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/18_Week_9_-_Global_Linear_Models_GLMs/
01_Introduction_0-30.mp4	588.6 KB
01_Introduction_0-30.pdf	104.3 KB
01_Introduction_0-30.srt	0.7 KB
01_Introduction_0-30.txt	0.5 KB
01_Introduction_0-30_0_Slides.pdf	456.2 KB
02_Recap_of_History-based_Models_7-11.mp4	9.4 MB
02_Recap_of_History-based_Models_7-11.srt	9.0 KB
02_Recap_of_History-based_Models_7-11.txt	6.1 KB
03_Motivation_for_GLMs_6-34.mp4	8.2 MB
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05_GLMs_for_Parse_Reranking_10-36.mp4	13.4 MB
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05_GLMs_for_Parse_Reranking_10-36.txt	8.2 KB
06_Parameter_Estimation_with_the_Perceptron_Algorithm_6-11.mp4	7.7 MB
06_Parameter_Estimation_with_the_Perceptron_Algorithm_6-11.srt	7.3 KB
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07_Summary_3-01.mp4	3.9 MB
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/19_Week_10_-_GLMs_for_Tagging/
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01_Introduction_1-02.srt	1.4 KB
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03_GLMs_for_Tagging_Part_1_5-26.mp4	7.3 MB
03_GLMs_for_Tagging_Part_1_5-26.srt	5.8 KB
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04_GLMs_for_Tagging_Part_2_7-35.mp4	9.8 MB
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05_GLMs_for_Tagging_Part_3_7-06.mp4	9.1 MB
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06_GLMs_for_Tagging_Part_4_6-00.mp4	7.6 MB
06_GLMs_for_Tagging_Part_4_6-00.srt	7.3 KB
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/20_Week_10_-_GLMs_for_Dependency_Parsing/
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01_Introduction_0-37_0_Questions.pdf	52.0 KB
02_The_Dependency_Parsing_Problem_Part_1_5-21.mp4	6.7 MB
02_The_Dependency_Parsing_Problem_Part_1_5-21.srt	5.9 KB
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03_The_Dependency_Parsing_Problem_Part_2_13-53.mp4	18.0 MB
03_The_Dependency_Parsing_Problem_Part_2_13-53.srt	15.6 KB
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04_GLMs_for_Dependency_Parsing_Part_1_11-59.mp4	14.8 MB
04_GLMs_for_Dependency_Parsing_Part_1_11-59.srt	12.8 KB
04_GLMs_for_Dependency_Parsing_Part_1_11-59.txt	8.5 KB
05_GLMs_for_Dependency_Parsing_Part_2_8-28.mp4	11.5 MB
05_GLMs_for_Dependency_Parsing_Part_2_8-28.srt	10.0 KB
05_GLMs_for_Dependency_Parsing_Part_2_8-28.txt	6.7 KB
06_Experiments_with_GLMs_for_Dep._Parsing_5-38.mp4	7.3 MB
06_Experiments_with_GLMs_for_Dep._Parsing_5-38.srt	7.1 KB
06_Experiments_with_GLMs_for_Dep._Parsing_5-38.txt	4.7 KB
07_Summary_2-50.mp4	3.5 MB
07_Summary_2-50.srt	3.6 KB
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/DiscussionForums/
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courseraquiz1sol.pdf	147.0 KB
hmms-spring2013.pdf	239.7 KB
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/assignments/3TranslationAlignmentHelpCenter/
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