Abstract
Researchers have largely focused on analyzing citation links from one scholarly work to another. Such citing sentences are an important part of the narrative in a research article. If we can automatically identify such sentences, we can devise an editor that helps suggest when a particular piece of text needs to be backed up with a citation or not. In terms of this point, we propose a method for identifying citing sentences by constructing a classifier using supervised learning.
Publication
2019
Su, Xuan; Prasad, Animesh; Kan, Min-Yen; Sugiyama, Kazunari
Neural Multi-Task Learning for Citation Function and Provenance Conference
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL 2019), IEEE Press, 2019.
@conference{su2019,
title = {Neural Multi-Task Learning for Citation Function and Provenance},
author = { Xuan Su and Animesh Prasad and Min-Yen Kan and Kazunari Sugiyama},
url = {https://www.comp.nus.edu.sg/~kanmy/papers/citfuncnprov.pdf},
year = {2019},
date = {2019-06-01},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL 2019)},
publisher = {IEEE Press},
keywords = {},
pubstate = {published},
tppubtype = {conference}
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2018
Jaidka, Kokil; Yasunaga, Michihiro; Chandrasekaran, Muthu Kumar; Radev, Dragomir; Kan, Min-Yen
The CL-SciSumm Shared Task 2018: Results and Key Insights Workshop
Proceedings of the 3rd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2018), vol. 2132, 2018.
@workshop{Jaidka2018,
title = {The CL-SciSumm Shared Task 2018: Results and Key Insights},
author = {Kokil Jaidka and Michihiro Yasunaga and Muthu Kumar Chandrasekaran and Dragomir Radev and Min-Yen Kan},
url = {http://ceur-ws.org/Vol-2132/paper7.pdf},
year = {2018},
date = {2018-07-12},
booktitle = {Proceedings of the 3rd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2018)},
volume = {2132},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
}
2017
Jaidka, Kokil; Chandrasekaran, Muthu Kumar; Jain, Devanshu; and Min-Yen Kan,
The CL-SciSumm Shared Task 2017: Results and Key Insights Workshop
Proceedings of the Computational Linguistics Scientific Summarization Shared Task (CL-SciSumm 2017) @ 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017), vol. 2002, CEUR, 2017.
@workshop{Jaidka2017b,
title = {The CL-SciSumm Shared Task 2017: Results and Key Insights},
author = {Kokil Jaidka and Muthu Kumar Chandrasekaran and Devanshu Jain and and Min-Yen Kan},
url = {http://ceur-ws.org/Vol-2002/editorial.pdf},
year = {2017},
date = {2017-08-11},
booktitle = {Proceedings of the Computational Linguistics Scientific Summarization Shared Task (CL-SciSumm 2017) @ 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017)},
volume = {2002},
publisher = {CEUR},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
}
Prasad, Animesh
WING-NUS at CL-SciSumm 2017: Learning from Syntactic and Semantic Similarity for Citation Contextualization Workshop
Proceeding of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) 2017, CEUR, Tokyo, Japan, 2017.
@workshop{Prasad2017a,
title = {WING-NUS at CL-SciSumm 2017: Learning from Syntactic and Semantic Similarity for Citation Contextualization},
author = {Animesh Prasad},
url = {http://ceur-ws.org/Vol-2002/nusclscisumm2017.pdf},
year = {2017},
date = {2017-08-11},
booktitle = {Proceeding of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) 2017},
pages = {26--32},
publisher = {CEUR},
address = {Tokyo, Japan},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
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An, Juyong; Kim, Namhee; Kan, Min-Yen; Chandrasekaran, Muthu Kumar; Song, Min
Exploring Characteristics of Highly Cited Authors according to Citation Location and Content Journal Article
In: Journal of the Association for Information Science and Technology, 2017.
@article{An2017b,
title = {Exploring Characteristics of Highly Cited Authors according to Citation Location and Content},
author = {An, Juyong and Kim, Namhee and Kan, Min-Yen and Chandrasekaran, Muthu Kumar and Song, Min},
url = {http://www.comp.nus.edu.sg/~kanmy/papers/jasist17.pdf},
doi = {10.1002/asi.23834},
year = {2017},
date = {2017-06-05},
journal = {Journal of the Association for Information Science and Technology},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2016
Jaidka, Kokil; Chandrasekaran, Muthu Kumar; Rustagi, Sajal; Kan, Min-Yen
Overview of the CL-SciSumm 2016 Shared Task Workshop
Joint Workshop on Bibliometric-enhanced Information Retrieval and NLP for Digital Libraries (BIRNDL 2016), vol. 1610, CEUR, 2016.
@workshop{Jaidka2016,
title = {Overview of the CL-SciSumm 2016 Shared Task},
author = {Kokil Jaidka and Muthu Kumar Chandrasekaran and Sajal Rustagi and Min-Yen Kan},
url = {http://ceur-ws.org/Vol-1610/paper11.pdf},
year = {2016},
date = {2016-06-23},
booktitle = {Joint Workshop on Bibliometric-enhanced Information Retrieval and NLP for Digital Libraries (BIRNDL 2016)},
volume = {1610},
pages = {93-102},
publisher = {CEUR},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
}
2014
Jaidka, Kokil; Chandrasekaran, Muthu Kumar; Jha, Rahul; Jones, Christopher; Kan, Min-Yen; Khanna, Ankur; Molla-Aliod, Diego; Radev, Dragomir R.; Ronzano, Francesco; Saggion, Horacio
The Computational Linguistics Summarization Pilot Task Workshop
Proceedings of Text Analysis Conference (TAC 2014), 2014.
@workshop{Jaidka2013,
title = {The Computational Linguistics Summarization Pilot Task},
author = {Kokil Jaidka and Muthu Kumar Chandrasekaran and Rahul Jha and Christopher Jones and Min-Yen Kan and Ankur Khanna and Diego Molla-Aliod and Dragomir R. Radev and Francesco Ronzano and Horacio Saggion},
year = {2014},
date = {2014-11-17},
booktitle = {Proceedings of Text Analysis Conference (TAC 2014)},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
}
2010
Sugiyama, Kazunari; Kumar, Tarun; Kan, Min-Yen; Tripathi, Ramesh C.
Identifying Citing Sentences in Research Papers Using Supervised Learning Conference
Proceedings of the 2010 International Conference on Information Retrieval and Knowledge Management (CAMP '10), 2010.
@conference{b_111,
title = {Identifying Citing Sentences in Research Papers Using Supervised Learning},
author = {Kazunari Sugiyama and Tarun Kumar and Min-Yen Kan and Ramesh C. Tripathi},
url = {http://wing.comp.nus.edu.sg/wp-content/uploads/Publications/PDF/Identifying%20Citing%20Sentences%20in%20Research%20Papers%20Using%20Supervised%20Learning.pdf
http://wing.comp.nus.edu.sg/wp-content/uploads/Publications/slide/Identifying%20Citing%20Sentences%20in%20Research%20Papers%20Using%20Supervised%20Learning%20slide.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 2010 International Conference on Information Retrieval and Knowledge Management (CAMP '10)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
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Members
Tarun Kumar (Alumni Undergraduate Students)
Su Xuan(Alumni Undergraduate Students)