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A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization
Published on Oct 02, 20133027 Views
We consider the problem of using sentence compression techniques to facilitate query-focused multi-document summarization. We present a sentence-compression-based framework for the task, and design a
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Chapter list
A Sentence Compression Based Framework to Query-focused Multi-document Summarization00:00
Problem00:04
Related Work - 100:20
Unfortunately00:37
Motivation - 101:22
Motivation - 201:45
Contribution02:14
Related Work - 202:54
Related Work - 303:25
Framework - 104:01
Framework - 204:22
Sentence Ranking - 104:26
Sentence Ranking - 204:45
Framework - 304:59
Sentence Compression05:07
Tree-based Compression - 105:21
Tree-based Compression - 205:44
Tree-based Compression - 305:51
Tree-based Compression - 405:56
Tree-based Compression - 505:59
Problem Definition06:12
Prediction Labels - 106:40
Prediction Labels - 206:47
Prediction Labels - 306:51
Prediction Labels - 407:03
Prediction Labels - 507:06
Prediction Labels - 607:12
Prediction Labels - 707:17
Beam Search Decoder - 107:20
Beam Search Decoder - 207:53
Beam Search Decoder - 308:10
Beam Search Decoder - 408:31
Beam Search Decoder - 508:39
Learning to Compress - 108:57
Learning to Compress - 209:03
Linguistically-motivated Compression Rules - 109:21
Linguistically-motivated Compression Rules - 209:36
Linguistically-motivated Compression Rules - 309:57
Linguistically-motivated Compression Rules - 410:00
Linguistically-motivated Compression Rules - 510:04
Flexibility of the Model - 110:22
Flexibility of the Model - 210:33
Flexibility of the Model - 310:37
Flexibility of the Model - 410:57
Flexibility of the Model - 511:14
Flexibility of the Model - 611:28
Post-processing12:10
Summarization Evaluation12:21
Automatic Evaluation12:52
Human Evaluation - 114:30
Human Evaluation - 215:07
Compression Evaluation15:26
Compression Results16:18
Sample System Output17:10
Conclusion17:40
Thank you18:06