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Automated Text Summarization using MEAD: Experience with the IMF Staff Reports
Published on Feb 25, 200710919 Views
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Chapter list
Automated Text Summarization Using MEAD: Experience with the IMF Staff Reports00:01
Text Summarization pt 101:31
Text Summarization pt 204:04
MEAD06:26
Sentence Extraction Methods in MEAD pt 107:57
Sentence Extraction Methods in MEAD pt 209:17
Sentence Extraction Methods in MEAD pt 310:11
Re-rankers10:35
MEAD Graphical User Interface pt 111:37
MEAD Graphical User Interface pt 213:01
Some Experience with Summarizing IMF Staff Reports using MEAD13:42
IMF Staff Reports pt 114:31
Summary Evaluation Methods Used15:28
Experiment 1: IDF Dictionary16:40
Four IDF Dictionaries17:47
Results18:40
Experiment 2: Random method19:48
Experiment 2: Overlap20:09
Experiment 2: LSA20:25
Experiment 3: Re-ranker20:37
Experiment 3: Overlap20:46
Experiment 3: LSA21:01
Experiment 4: Paragraph lead-based21:10
Experiment 4: Overlap21:46
Summary of the Results and Insights pt 122:28
Summary of the Results and Insights pt 224:15
How to Improve the MEAD Outputs?25:59