Abstract
Keyphrases are words that capture the main topics of a document. Extracting high- quality keyphrases can benefit various natural language processing (NLP) applications: in text summarization, keyphrases are useful as a form of semantic metadata indicating the significance of sentences and paragraphs, in which they appear; in both text categorization and document clustering, keyphrases offer a means of term dimensionality reduction, and have been shown to improve system efficiency and accuracy; and for search engines, keyphrases can supplement full-text indexing and assist users in formulating queries.
2019
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Prasad, Animesh; Kan, Min-Yen Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction Conference Proceedings of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019), 1 , Association for Computational Linguistics, 2019. Links | BibTeX @conference{prasadglocal2019,
title = {Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction},
author = {Animesh Prasad and Min-Yen Kan},
url = {https://www.comp.nus.edu.sg/~kanmy/papers/glocal.pdf},
year = {2019},
date = {2019-06-02},
booktitle = {Proceedings of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019)},
volume = {1},
pages = {1837-1846},
publisher = {Association for Computational Linguistics},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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2017
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Prasad, Animesh; Kan, Min-Yen WING-NUS at SemEval-2017 Task 10: Keyphrase Identification and Classification as Joint Sequence Labeling Workshop Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval) 2017, ACL, Vancouver, Canada, 2017. Links | BibTeX @workshop{Prasad2017b,
title = {WING-NUS at SemEval-2017 Task 10: Keyphrase Identification and Classification as Joint Sequence Labeling},
author = {Animesh Prasad and Min-Yen Kan},
url = {/wp-content/uploads/Publications/PDF/WING-NUS-at-SemEval-2017.pdf
http://www.aclweb.org/anthology/S17-2170},
year = {2017},
date = {2017-08-01},
booktitle = {Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval) 2017},
pages = {972--976},
publisher = {ACL},
address = {Vancouver, Canada},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
}
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2012
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Kim, Su Nam; Medelyan, Olena; Kan, Min-Yen; Baldwin, Timothy Automatic keyphrase extraction from scientific articles Conference Language Resources and Evaluation, 2012. Links | BibTeX @conference{b_79,
title = {Automatic keyphrase extraction from scientific articles},
author = {Su Nam Kim and Olena Medelyan and Min-Yen Kan and Timothy Baldwin},
url = {http://wing.comp.nus.edu.sg/wp-content/uploads/Publications/PDF/Automatic%20keyphrase%20extraction%20from%20scientific%20articles.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {Language Resources and Evaluation},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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2010
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Nguyen, Thuy Dung; Luong, Minh-Thang WINGNUS: Keyphrase Extraction Utilizing Document Logical Structure Conference Proceedings of the ACL 2010 Workshop on Evaluation Exercises on Semantic Evaluation (SemEval 2010), 2010. Links | BibTeX @conference{b_100,
title = {WINGNUS: Keyphrase Extraction Utilizing Document Logical Structure},
author = {Thuy Dung Nguyen and Minh-Thang Luong},
url = {http://wing.comp.nus.edu.sg/wp-content/uploads/Publications/PDF/WINGNUS-%20Keyphrase%20Extraction%20Utilizing%20Document%20Logical%20Structure.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the ACL 2010 Workshop on Evaluation Exercises on Semantic Evaluation (SemEval 2010)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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Kim, Su Nam; Baldwin, Timothy; Kan, Min-Yen Evaluating N-gram based Evaluation Metrics for Automatic Keyphrase Extraction Conference Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010), 2010. Links | BibTeX @conference{b_101,
title = {Evaluating N-gram based Evaluation Metrics for Automatic Keyphrase Extraction},
author = {Su Nam Kim and Timothy Baldwin and Min-Yen Kan},
url = {http://wing.comp.nus.edu.sg/wp-content/uploads/Publications/PDF/Evaluating%20N-gram%20based%20Evaluation%20Metrics%20for%20Automatic%20Keyphrase%20Extraction.pdf
http://wing.comp.nus.edu.sg/wp-content/uploads/Publications/slide/Evaluating%20N-gram%20based%20Evaluation%20Metrics%20for%20Automatic%20Keyphrase%20Extraction%20slide.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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Kim, Su Nam; Medelyan, Alyona; Baldwin, Timothy; Kan, Min-Yen SemEval-2010 Task 5: Automatic Keyphrase Extraction from Scientific Articles Conference Proceedings of SemEval-2, 2010. Links | BibTeX @conference{b_117,
title = {SemEval-2010 Task 5: Automatic Keyphrase Extraction from Scientific Articles},
author = {Su Nam Kim and Alyona Medelyan and Timothy Baldwin and Min-Yen Kan},
url = {http://wing.comp.nus.edu.sg/wp-content/uploads/Publications/PDF/SemEval-2010%20Task%205-%20Automatic%20Keyphrase%20Extraction%20from%20Scientific%20Articles.pdf
http://wing.comp.nus.edu.sg/wp-content/uploads/Publications/slide/SemEval-2010%20Task%205-%20Automatic%20Keyphrase%20Extraction%20from%20Scientific%20Articles%20slide.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of SemEval-2},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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2009
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Kim, Su Nam; Kan, Min-Yen Re-examining Automatic Keyphrase Extraction Approaches in Scientific Articles Conference Proceedings of the ACL-IJCNLP 2009 Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications, 2009. Links | BibTeX @conference{b_227,
title = {Re-examining Automatic Keyphrase Extraction Approaches in Scientific Articles},
author = {Su Nam Kim and Min-Yen Kan},
url = {http://wing.comp.nus.edu.sg/wp-content/uploads/Publications/PDF/Re-examining Automatic Keyphrase Extraction Approaches in Scientific Articles.pdf
http://wing.comp.nus.edu.sg/wp-content/uploads/Publications/slide/Re-examining Automatic Keyphrase Extraction Approaches in Scientific Articles slide.pdf},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the ACL-IJCNLP 2009 Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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2007
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Nguyen, Thuy Dung; Kan, Min-Yen Keyphrase Extraction in Scientific Publications Conference Proceedings of International Conference on Asian Digital Libraries (ICADL '07), 2007. Links | BibTeX @conference{b_157,
title = {Keyphrase Extraction in Scientific Publications},
author = {Thuy Dung Nguyen and Min-Yen Kan},
url = {http://wing.comp.nus.edu.sg/wp-content/uploads/Publications/PDF/Keyphrase%20Extraction%20in%20Scientific%20Publications.pdf},
year = {2007},
date = {2007-01-01},
booktitle = {Proceedings of International Conference on Asian Digital Libraries (ICADL '07)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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Su Nam Kim (Alumni Staff)