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nlangp-001
magnet:?xt=urn:btih:8a8f93e18dd6c46c48ee2936ed500b1ff4cc9175&dn=nlangp-001
磁力链接详情
Hash值:
8a8f93e18dd6c46c48ee2936ed500b1ff4cc9175
点击数:
81
文件大小:
1.12 GB
文件数量:
121
创建日期:
2021-12-2 06:31
最后访问:
2024-5-19 23:38
访问标签:
nlangp-001
文件列表详情
01_Week_1_-_Introduction_to_Natural_Language_Processing/01_Introduction_Part_1_11-17.mp4 14.18 MB
01_Week_1_-_Introduction_to_Natural_Language_Processing/02_Introduction_Part_2_10-28.mp4 11.86 MB
02_Week_1_-_The_Language_Modeling_Problem/01_Introduction_to_the_Language_Modeling_Problem_Part_1_6-17.mp4 7.49 MB
02_Week_1_-_The_Language_Modeling_Problem/02_Introduction_to_the_Language_Modeling_Problem_Part_2_7-12.mp4 8.33 MB
02_Week_1_-_The_Language_Modeling_Problem/03_Markov_Processes_Part_1_8-56.mp4 10.22 MB
02_Week_1_-_The_Language_Modeling_Problem/04_Markov_Processes_Part_2_6-28.mp4 7.35 MB
02_Week_1_-_The_Language_Modeling_Problem/05_Trigram_Language_Models_9-40.mp4 11.07 MB
02_Week_1_-_The_Language_Modeling_Problem/06_Evaluating_Language_Models-_Perplexity_12-36.mp4 14.74 MB
03_Week_1_-_Parameter_Estimation_in_Language_Models/01_Linear_Interpolation_Part_1_7-46.mp4 9.07 MB
03_Week_1_-_Parameter_Estimation_in_Language_Models/02_Linear_Interpolation_Part_2_11-35.mp4 13.67 MB
03_Week_1_-_Parameter_Estimation_in_Language_Models/03_Discounting_Methods_Part_1_9-26.mp4 11.19 MB
03_Week_1_-_Parameter_Estimation_in_Language_Models/04_Discounting_Methods_Part_2_3-34.mp4 4.43 MB
04_Week_1_-_Summary/01_Summary_2-31.mp4 3.01 MB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/01_The_Tagging_Problem_10-01.mp4 13.05 MB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/02_Generative_Models_for_Supervised_Learning_8-57.mp4 10.68 MB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/03_Hidden_Markov_Models_HMMs-_Basic_Definitions_12-00.mp4 14.88 MB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/04_Parameter_Estimation_in_HMMs_13-16.mp4 16.27 MB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/05_The_Viterbi_Algorithm_for_HMMs_Part_1_14-07.mp4 17.01 MB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/06_The_Viterbi_Algorithm_for_HMMs_Part_2_3-31.mp4 4.21 MB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/07_The_Viterbi_Algorithm_for_HMMs_Part_3_7-33.mp4 9.27 MB
05_Week_2_-_Tagging_Problems_and_Hidden_Markov_Models/08_Summary_1-50.mp4 2.22 MB
06_Week_3_-_Parsing_and_Context-Free_Grammars/01_Introduction_0-28.mp4 1016.68 KB
06_Week_3_-_Parsing_and_Context-Free_Grammars/02_Introduction_to_the_Parsing_Problem_Part_1_10-37.mp4 12.64 MB
06_Week_3_-_Parsing_and_Context-Free_Grammars/03_Introduction_to_the_Parsing_Problem_Part_2_4-20.mp4 5.11 MB
06_Week_3_-_Parsing_and_Context-Free_Grammars/04_Context-Free_Grammars_Part_1_12-11.mp4 14.52 MB
06_Week_3_-_Parsing_and_Context-Free_Grammars/05_Context-Free_Grammars_Part_2_2-22.mp4 2.79 MB
06_Week_3_-_Parsing_and_Context-Free_Grammars/06_A_Simple_Grammar_for_English_Part_1_10-32.mp4 12.57 MB
06_Week_3_-_Parsing_and_Context-Free_Grammars/07_A_Simple_Grammar_for_English_Part_2_5-30.mp4 6.36 MB
06_Week_3_-_Parsing_and_Context-Free_Grammars/08_A_Simple_Grammar_for_English_Part_3_11-21.mp4 13.93 MB
06_Week_3_-_Parsing_and_Context-Free_Grammars/09_A_Simple_Grammar_for_English_Part_4_2-20.mp4 2.85 MB
06_Week_3_-_Parsing_and_Context-Free_Grammars/10_Examples_of_Ambiguity_5-56.mp4 6.67 MB
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/01_Introduction_1-12.mp4 1.29 MB
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/02_Basics_of_PCFGs_Part_1_9-43.mp4 11.61 MB
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/03_Basics_of_PCFGs_Part_2_8-26.mp4 10.82 MB
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/04_The_CKY_Parsing_Algorithm_Part_1__7-31.mp4 9.35 MB
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/05_The_CKY_Parsing_Algorithm_Part_2__13-22.mp4 16.58 MB
07_Week_3_-_Probabilistic_Context-Free_Grammars_PCFGs/06_The_CKY_Parsing_Algorithm_Part_3_10-07.mp4 12.38 MB
08_Week_4_-_Weaknesses_of_PCFGs/01_Weaknesses_of_PCFGs_14-59.mp4 17.93 MB
09_Week_4_-_Lexicalized_PCFGs/01_Introduction_00-17.mp4 330.36 KB
09_Week_4_-_Lexicalized_PCFGs/02_Lexicalization_of_a_Treebank_10-44.mp4 12.84 MB
09_Week_4_-_Lexicalized_PCFGs/03_Lexicalized_PCFGs-_Basic_Definitions_12-40.mp4 15.95 MB
09_Week_4_-_Lexicalized_PCFGs/04_Parameter_Estimation_in_Lexicalized_PCFGs_Part_1_5-28.mp4 6.53 MB
09_Week_4_-_Lexicalized_PCFGs/05_Parameter_Estimation_in_Lexicalized_PCFGs_Part_2_9-08.mp4 11.11 MB
09_Week_4_-_Lexicalized_PCFGs/06_Evaluation_of_Lexicalized_PCFGs_Part_1_9-32.mp4 12.14 MB
09_Week_4_-_Lexicalized_PCFGs/07_Evaluation_of_Lexicalized_PCFGs_Part_2_11-28.mp4 14.31 MB
10_Week_5_-_Introduction_to_Machine_Translation_MT/01_Opening_Comments_0-25.mp4 452.36 KB
10_Week_5_-_Introduction_to_Machine_Translation_MT/02_introduction_2-03.mp4 2.36 MB
10_Week_5_-_Introduction_to_Machine_Translation_MT/03_Challenges_in_MT_8-06.mp4 9.37 MB
10_Week_5_-_Introduction_to_Machine_Translation_MT/04_Classical_Approaches_to_MT_Part_1_8-02.mp4 10 MB
10_Week_5_-_Introduction_to_Machine_Translation_MT/05_Classical_Approaches_to_MT_Part_2_5-56.mp4 7.27 MB
10_Week_5_-_Introduction_to_Machine_Translation_MT/06_Introduction_to_Statistical_MT_12-31.mp4 15.67 MB
11_Week_5_-_The_IBM_Translation_Models/01_Introduction_3-24.mp4 3.96 MB
11_Week_5_-_The_IBM_Translation_Models/02_IBM_Model_1_Part_1_13-06.mp4 16.08 MB
11_Week_5_-_The_IBM_Translation_Models/03_IBM_Model_1_Part_2_9-01.mp4 10.86 MB
11_Week_5_-_The_IBM_Translation_Models/04_IBM_Model_2_11-27.mp4 13.89 MB
11_Week_5_-_The_IBM_Translation_Models/05_The_EM_Algorithm_for_IBM_Model_2_Part_1_5-09.mp4 6.45 MB
11_Week_5_-_The_IBM_Translation_Models/06_The_EM_Algorithm_for_IBM_Model_2_Part_2_8-37.mp4 11.18 MB
11_Week_5_-_The_IBM_Translation_Models/07_The_EM_Algorithm_for_IBM_Model_2_Part_3_9-28.mp4 11.65 MB
11_Week_5_-_The_IBM_Translation_Models/08_The_EM_Algorithm_for_IBM_Model_2_Part_4_4-52.mp4 6.14 MB
11_Week_5_-_The_IBM_Translation_Models/09_Summary_1-48.mp4 2.26 MB
12_Week_6_-_Phrase-based_Translation_Models/01_Introduction_0-41.mp4 741.63 KB
12_Week_6_-_Phrase-based_Translation_Models/02_Learning_Phrases_from_Alignments_Part_1_9-18.mp4 11.54 MB
12_Week_6_-_Phrase-based_Translation_Models/03_Learning_Phrases_from_Alignments_Part_2_7-01.mp4 8.49 MB
12_Week_6_-_Phrase-based_Translation_Models/04_Learning_Phrases_from_Alignments_Part_3_8-47.mp4 11.11 MB
12_Week_6_-_Phrase-based_Translation_Models/05_A_Sketch_of_Phrase-based_Translation_8-17.mp4 9.86 MB
13_Week_6_-_Decoding_of_Phrase-based_Translation_Models/01_Definition_of_the_Decoding_Problem_Part_1_9-12.mp4 11.73 MB
13_Week_6_-_Decoding_of_Phrase-based_Translation_Models/02_Definition_of_the_Decoding_Problem_Part_2_13-00.mp4 15.85 MB
13_Week_6_-_Decoding_of_Phrase-based_Translation_Models/03_Definition_of_the_Decoding_Problem_Part_3_10-43.mp4 13.5 MB
13_Week_6_-_Decoding_of_Phrase-based_Translation_Models/04_The_Decoding_Algorithm_Part_1_14-39.mp4 17.99 MB
13_Week_6_-_Decoding_of_Phrase-based_Translation_Models/05_The_Decoding_Algorithm_Part_2_6-23.mp4 7.59 MB
13_Week_6_-_Decoding_of_Phrase-based_Translation_Models/06_The_Decoding_Algorithm_Part_3_12-29.mp4 15.93 MB
14_Week_7_-_Log-linear_Models/01_Introduction_0-47.mp4 849.63 KB
14_Week_7_-_Log-linear_Models/02_Two_Example_Problems_11-19.mp4 14.13 MB
14_Week_7_-_Log-linear_Models/03_Features_in_Log-Linear_Models_Part_1_13-56.mp4 17.13 MB
14_Week_7_-_Log-linear_Models/04_Features_in_Log-Linear_Models_Part_2_10-13.mp4 12.55 MB
14_Week_7_-_Log-linear_Models/05_Definition_of_Log-linear_Models_Part_1_11-50.mp4 14.61 MB
14_Week_7_-_Log-linear_Models/06_Definition_of_Log-linear_Models_Part_2_3-45.mp4 4.53 MB
14_Week_7_-_Log-linear_Models/07_Parameter_Estimation_in_Log-linear_Models_Part_1_12-44.mp4 15.55 MB
14_Week_7_-_Log-linear_Models/08_Parameter_Estimation_in_Log-linear_Models_Part_2_4-13.mp4 5.22 MB
14_Week_7_-_Log-linear_Models/09_Smoothing-Regularization_in_Log-linear_Models_15-12.mp4 19.25 MB
15_Week_8_-_Log-linear_Models_for_Tagging_MEMMs/01_Introduction_1-41.mp4 1.91 MB
15_Week_8_-_Log-linear_Models_for_Tagging_MEMMs/02_Recap_of_the_Tagging_Problem_3-15.mp4 4.31 MB
15_Week_8_-_Log-linear_Models_for_Tagging_MEMMs/03_Independence_Assumptions_in_Log-linear_Taggers_8-32.mp4 10.3 MB
15_Week_8_-_Log-linear_Models_for_Tagging_MEMMs/04_Features_in_Log-Linear_Taggers_13-21.mp4 16.32 MB
15_Week_8_-_Log-linear_Models_for_Tagging_MEMMs/05_Parameters_in_Log-linear_Models_3-59.mp4 4.82 MB
15_Week_8_-_Log-linear_Models_for_Tagging_MEMMs/06_The_Viterbi_Algorithm_for_Log-linear_Taggers_9-37.mp4 11.38 MB
15_Week_8_-_Log-linear_Models_for_Tagging_MEMMs/07_An_Example_Application_9-28.mp4 11.56 MB
15_Week_8_-_Log-linear_Models_for_Tagging_MEMMs/08_Summary_2-45.mp4 3.25 MB
16_Week_8_-_Log-Linear_Models_for_History-based_Parsing/01_Introduction_0-47.mp4 873.89 KB
16_Week_8_-_Log-Linear_Models_for_History-based_Parsing/02_Conditional_History-based_Models_7-14.mp4 8.67 MB
16_Week_8_-_Log-Linear_Models_for_History-based_Parsing/03_Representing_Trees_as_Decision_Sequences_Part_1_7-23.mp4 8.72 MB
16_Week_8_-_Log-Linear_Models_for_History-based_Parsing/04_Representing_Trees_as_Decision_Sequences_Part_2_10-20.mp4 11.98 MB
16_Week_8_-_Log-Linear_Models_for_History-based_Parsing/05_Features_and_Beam_Search_12-10.mp4 14.65 MB
16_Week_8_-_Log-Linear_Models_for_History-based_Parsing/06_Summary_1-12.mp4 1.38 MB
17_Week_9_-_Unsupervised_Learning-_Brown_Clustering/01_Introduction_0-36.mp4 670.94 KB
17_Week_9_-_Unsupervised_Learning-_Brown_Clustering/02_Word_Cluster_Representations_8-36.mp4 11.06 MB
17_Week_9_-_Unsupervised_Learning-_Brown_Clustering/03_The_Brown_Clustering_Algorithm_Part_1_11-50.mp4 14.44 MB
17_Week_9_-_Unsupervised_Learning-_Brown_Clustering/04_The_Brown_Clustering_Algorithm_Part_2_8-30.mp4 10.56 MB
17_Week_9_-_Unsupervised_Learning-_Brown_Clustering/05_The_Brown_Clustering_Algorithm_Part_3_9-18.mp4 11.69 MB
17_Week_9_-_Unsupervised_Learning-_Brown_Clustering/06_Clusters_in_NE_Recognition_Part_1_11-33.mp4 15.31 MB
17_Week_9_-_Unsupervised_Learning-_Brown_Clustering/07_Clusters_in_NE_Recognition_Part_2_7-28.mp4 8.88 MB
18_Week_9_-_Global_Linear_Models_GLMs/01_Introduction_0-30.mp4 574.81 KB
18_Week_9_-_Global_Linear_Models_GLMs/02_Recap_of_History-based_Models_7-11.mp4 9.01 MB
18_Week_9_-_Global_Linear_Models_GLMs/03_Motivation_for_GLMs_6-34.mp4 7.86 MB
18_Week_9_-_Global_Linear_Models_GLMs/04_Three_Components_of_GLMs_14-39.mp4 17.32 MB
18_Week_9_-_Global_Linear_Models_GLMs/05_GLMs_for_Parse_Reranking_10-36.mp4 12.8 MB
18_Week_9_-_Global_Linear_Models_GLMs/06_Parameter_Estimation_with_the_Perceptron_Algorithm_6-11.mp4 7.32 MB
18_Week_9_-_Global_Linear_Models_GLMs/07_Summary_3-01.mp4 3.76 MB
19_Week_10_-_GLMs_for_Tagging/01_Introduction_1-02.mp4 1.14 MB
19_Week_10_-_GLMs_for_Tagging/02_Recap_of_GLMs_7-40.mp4 9.18 MB
19_Week_10_-_GLMs_for_Tagging/03_GLMs_for_Tagging_Part_1_5-26.mp4 6.94 MB
19_Week_10_-_GLMs_for_Tagging/04_GLMs_for_Tagging_Part_2_7-35.mp4 9.32 MB
19_Week_10_-_GLMs_for_Tagging/05_GLMs_for_Tagging_Part_3_7-06.mp4 8.71 MB
19_Week_10_-_GLMs_for_Tagging/06_GLMs_for_Tagging_Part_4_6-00.mp4 7.23 MB
20_Week_10_-_GLMs_for_Dependency_Parsing/01_Introduction_0-37.mp4 699.68 KB
20_Week_10_-_GLMs_for_Dependency_Parsing/02_The_Dependency_Parsing_Problem_Part_1_5-21.mp4 6.4 MB
20_Week_10_-_GLMs_for_Dependency_Parsing/03_The_Dependency_Parsing_Problem_Part_2_13-53.mp4 17.13 MB
20_Week_10_-_GLMs_for_Dependency_Parsing/04_GLMs_for_Dependency_Parsing_Part_1_11-59.mp4 14.15 MB
20_Week_10_-_GLMs_for_Dependency_Parsing/05_GLMs_for_Dependency_Parsing_Part_2_8-28.mp4 10.98 MB
20_Week_10_-_GLMs_for_Dependency_Parsing/06_Experiments_with_GLMs_for_Dep._Parsing_5-38.mp4 6.95 MB
20_Week_10_-_GLMs_for_Dependency_Parsing/07_Summary_2-50.mp4 3.35 MB
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