-
Vanderwende, L.; Suzuki, H.; Brockett, J.M.; Nenkova, A.: Beyond SumBasic : task-focused summarization with sentence simplification and lexical expansion (2007)
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- Abstract
- In recent years, there has been increased interest in topic-focused multi-document summarization. In this task, automatic summaries are produced in response to a specific information request, or topic, stated by the user. The system we have designed to accomplish this task comprises four main components: a generic extractive summarization system, a topic-focusing component, sentence simplification, and lexical expansion of topic words. This paper details each of these components, together with experiments designed to quantify their individual contributions. We include an analysis of our results on two large datasets commonly used to evaluate task-focused summarization, the DUC2005 and DUC2006 datasets, using automatic metrics. Additionally, we include an analysis of our results on the DUC2006 task according to human evaluation metrics. In the human evaluation of system summaries compared to human summaries, i.e., the Pyramid method, our system ranked first out of 22 systems in terms of overall mean Pyramid score; and in the human evaluation of summary responsiveness to the topic, our system ranked third out of 35 systems.
- Source
- Information processing and management. 43(2007) no.6, S.1606-1618
- Year
- 2007
-
Over, P.; Dang, H.; Harman, D.: DUC in context (2007)
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- Source
- Information processing and management. 43(2007) no.6, S.1506-1520
- Year
- 2007
-
Harabagiu, S.; Hickl, A.; Lacatusu, F.: Satisfying information needs with multi-document summaries (2007)
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- Source
- Information processing and management. 43(2007) no.6, S.1619-1642
- Year
- 2007
-
Sjöbergh, J.: Older versions of the ROUGEeval summarization evaluation system were easier to fool (2007)
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- Source
- Information processing and management. 43(2007) no.6, S.1500-1505
- Year
- 2007
-
Soricut, R.; Marcu, D.: Abstractive headline generation using WIDL-expressions (2007)
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- Information processing and management. 43(2007) no.6, S.1536-1548
- Year
- 2007
-
Zajic, D.; Dorr, B.J.; Lin, J.; Schwartz, R.: Multi-candidate reduction : sentence compression as a tool for document summarization tasks (2007)
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- Source
- Information processing and management. 43(2007) no.6, S.1549-1570
- Year
- 2007
-
Ercan, G.; Cicekli, I.: Using lexical chains for keyword extraction (2007)
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- Source
- Information processing and management. 43(2007) no.6, S.1705-1714
- Year
- 2007
-
Moens, M.-F.: Summarizing court decisions (2007)
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- Source
- Information processing and management. 43(2007) no.6, S.1748-1764
- Year
- 2007
-
Liang, S.-F.; Devlin, S.; Tait, J.: Investigating sentence weighting components for automatic summarisation (2007)
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- Source
- Information processing and management. 43(2007) no.1, S.146-153
- Year
- 2007
-
Sparck Jones, K.: Automatic summarising : the state of the art (2007)
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- Source
- Information processing and management. 43(2007) no.6, S.1449-1481
- Year
- 2007
-
Hobson, S.P.; Dorr, B.J.; Monz, C.; Schwartz, R.: Task-based evaluation of text summarization using Relevance Prediction (2007)
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- Information processing and management. 43(2007) no.6, S.1482-1499
- Year
- 2007
-
Ye, S.; Chua, T.-S.; Kan, M.-Y.; Qiu, L.: Document concept lattice for text understanding and summarization (2007)
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- Information processing and management. 43(2007) no.6, S.1643-1662
- Year
- 2007
-
Hirao, T.; Okumura, M.; Yasuda, N.; Isozaki, H.: Supervised automatic evaluation for summarization with voted regression model (2007)
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- Information processing and management. 43(2007) no.6, S.1521-1535
- Year
- 2007
-
Nomoto, T.: Discriminative sentence compression with conditional random fields (2007)
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- Information processing and management. 43(2007) no.6, S.1571-1587
- Year
- 2007
-
Steinberger, J.; Poesio, M.; Kabadjov, M.A.; Jezek, K.: Two uses of anaphora resolution in summarization (2007)
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- Information processing and management. 43(2007) no.6, S.1663-1680
- Year
- 2007
-
Dorr, B.J.; Gaasterland, T.: Exploiting aspectual features and connecting words for summarization-inspired temporal-relation extraction (2007)
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- Information processing and management. 43(2007) no.6, S.1681-1704
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- 2007
-
Díaz, A.; Gervás, P.: User-model based personalized summarization (2007)
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- Information processing and management. 43(2007) no.6, S.1715-1734
- Year
- 2007
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Shen, D.; Yang, Q.; Chen, Z.: Noise reduction through summarization for Web-page classification (2007)
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- Information processing and management. 43(2007) no.6, S.1735-1747
- Year
- 2007
-
Ou, S.; Khoo, S.G.; Goh, D.H.: Automatic multidocument summarization of research abstracts : design and user evaluation (2007)
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- Source
- Journal of the American Society for Information Science and Technology. 58(2007) no.10, S.1419-1435
- Year
- 2007
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Ling, X.; Jiang, J.; He, X.; Mei, Q.; Zhai, C.; Schatz, B.: Generating gene summaries from biomedical literature : a study of semi-structured summarization (2007)
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- Information processing and management. 43(2007) no.6, S.1777-1791
- Year
- 2007
