Info hash | 9ad3c282ff6c4137ed8b073d884ea3d72c2e4cd1 |
Last mirror activity | 2:01 ago |
Size | 1.18GB (1,176,932,543 bytes) |
Added | 2020-06-08 18:24:26 |
Views | 754 |
Hits | 9880 |
ID | 4528 |
Type | multi |
Downloaded | 23981 time(s) |
Uploaded by | joecohen |
Folder | Natural Language Processing |
Num files | 102 files [See full list] |
Mirrors | 15 complete, 0 downloading = 15 mirror(s) total [Log in to see full list] |
Natural Language Processing (102 files)
1 - 1 - Course Introduction (14_11).mp4 | 12.85MB |
10 - 1 - What is Relation Extraction_ (9_47).mp4 | 10.68MB |
10 - 2 - Using Patterns to Extract Relations (6_17).mp4 | 6.37MB |
10 - 3 - Supervised Relation Extraction (10_51).mp4 | 10.81MB |
10 - 4 - Semi-Supervised and Unsupervised Relation Extraction (9_53).mp4 | 10.55MB |
11 - 1 - The Maximum Entropy Model Presentation (12_14).mp4 | 18.12MB |
11 - 2 - Feature Overlap_Feature Interaction (12_51).mp4 | 13.25MB |
11 - 3 - Conditional Maxent Models for Classification (4_11).mp4 | 5.02MB |
11 - 4 - Smoothing_Regularization_Priors for Maxent Models (29_24).mp4 | 30.19MB |
12 - 1 - An Intro to Parts of Speech and POS Tagging (13_19).mp4 | 12.46MB |
12 - 2 - Some Methods and Results on Sequence Models for POS Tagging (13_04).mp4 | 13.44MB |
13 - 1 - Syntactic Structure_ Constituency vs Dependency (8_46).mp4 | 9.40MB |
13 - 2 - Empirical_Data-Driven Approach to Parsing (7_11).mp4 | 7.59MB |
13 - 3 - The Exponential Problem in Parsing (14_30).mp4 | 15.59MB |
14 - 1 - Instructor Chat (9_02).mp4 | 24.93MB |
15 - 1 - CFGs and PCFGs (15_29).mp4 | 17.45MB |
15 - 2 - Grammar Transforms (12_05).mp4 | 12.63MB |
15 - 3 - CKY Parsing (23_25).mp4 | 27.45MB |
15 - 4 - CKY Example (21_52).mp4 | 24.58MB |
15 - 5 - Constituency Parser Evaluation (9_45).mp4 | 11.18MB |
16 - 1 - Lexicalization of PCFGs (7_03).mp4 | 7.47MB |
16 - 2 - Charniak_'s Model (18_23).mp4 | 19.88MB |
16 - 3 - PCFG Independence Assumptions (9_44).mp4 | 10.31MB |
16 - 4 - The Return of Unlexicalized PCFGs (20_53).mp4 | 22.25MB |
16 - 5 - Latent Variable PCFGs (12_07).mp4 | 13.16MB |
17 - 1 - Dependency Parsing Introduction (10_25).mp4 | 11.69MB |
17 - 2 - Greedy Transition-Based Parsing (31_05).mp4 | 32.88MB |
17 - 3 - Dependencies Encode Relational Structure (7_20).mp4 | 7.59MB |
18 - 1 - Introduction to Information Retrieval (9_16).mp4 | 9.50MB |
18 - 2 - Term-Document Incidence Matrices (8_59).mp4 | 9.46MB |
18 - 3 - The Inverted Index (10_42).mp4 | 11.23MB |
18 - 4 - Query Processing with the Inverted Index (6_43).mp4 | 7.07MB |
18 - 5 - Phrase Queries and Positional Indexes (19_45).mp4 | 21.60MB |
19 - 1 - Introducing Ranked Retrieval (4_27).mp4 | 4.80MB |
19 - 2 - Scoring with the Jaccard Coefficient (5_06).mp4 | 5.66MB |
19 - 3 - Term Frequency Weighting (5_59).mp4 | 6.67MB |
19 - 4 - Inverse Document Frequency Weighting (10_16).mp4 | 11.66MB |
19 - 5 - TF-IDF Weighting (3_42).mp4 | 4.30MB |
19 - 6 - The Vector Space Model (16_22).mp4 | 17.76MB |
19 - 7 - Calculating TF-IDF Cosine Scores (12_47).mp4 | 13.88MB |
19 - 8 - Evaluating Search Engines (9_02).mp4 | 9.24MB |
2 - 1 - Regular Expressions (11_25).mp4 | 11.37MB |
2 - 2 - Regular Expressions in Practical NLP (6_04).mp4 | 8.35MB |
2 - 3 - Word Tokenization (14_26).mp4 | 13.07MB |
2 - 4 - Word Normalization and Stemming (11_47).mp4 | 10.57MB |
2 - 5 - Sentence Segmentation (5_31).mp4 | 5.21MB |
20 - 1 - Word Senses and Word Relations (11_50).mp4 | 15.62MB |
20 - 2 - WordNet and Other Online Thesauri (6_23).mp4 | 9.17MB |
20 - 3 - Word Similarity and Thesaurus Methods (16_17).mp4 | 21.22MB |
Type: Course
Tags:
Bibtex:
Tags:
Bibtex:
@article{, title= {[Coursera] Natural Language Processing (Dan Jurafsky and Chris Manning)}, journal= {}, author= {Dan Jurafsky and Chris Manning}, year= {2012}, url= {}, abstract= {}, keywords= {}, terms= {}, license= {}, superseded= {} }