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Taming Social Tags: Computational Linguistic Analysis of Tags for Images in Museums
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Measuring Variability in Sentence Ordering for News Summarization
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CLiMB ToolKit: A Case Study of Iterative Evaluation in a Multidisciplinary Project
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CLiMB ToolKit: A Case Study of Iterative Evaluation in a Multidisciplinary Project ...
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Customization in a Unified Framework for Summarizing Medical Literature
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Similarity-based Multilingual Multi-Document Summarization ...
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Abstract:
We present a new approach for summarizing clusters of documents on the same event, some of which are machine translations of foreign-language documents and some of which are English. Our approach to multilingual multi-document summarization uses text similarity to choose sentences from English documents based on the content of the machine translated documents. A manual evaluation shows that 68\% of the sentence replacements improve the summary, and the overall summarization approach outperforms first-sentence extraction baselines in automatic ROUGE-based evaluations. ...
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Keyword:
Computer science
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URL: https://dx.doi.org/10.7916/d8k362h5 https://academiccommons.columbia.edu/doi/10.7916/D8K362H5
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Lexicalized Well-Founded Grammars: Learnability and Merging ...
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Inducing Constraint-based Grammars from a Small Semantic Treebank
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Inducing Constraint-based Grammars from a Small Semantic Treebank ...
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Columbia’s Newsblaster: New Features and Future Directions
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Klavans, Judith L.; Barzilay, Regina; Nenkova, Ani. - : NAACL-Demonstrations '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Demonstrations, 2003
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Combining linguistic and machine learning techniques for email summarization
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GIST-IT: Summarizing Email Using Linguistic Knowledge and Machine
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