University of Mannheim @ CLSciSumm-17: Citation-Based Summarization of Scientific Articles Using Semantic Textual Similarity


Lauscher, Anne ; Glavaš, Goran ; Eckert, Kai


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URL: https://ub-madoc.bib.uni-mannheim.de/42867
Additional URL: http://ceur-ws.org/Vol-2002/unimaclscisumm2017.pdf
URN: urn:nbn:de:bsz:180-madoc-428675
Document Type: Conference or workshop publication
Year of publication: 2017
Book title: Proceedings of the Computational Linguistics Scientific Summarization Shared Task (CL-SciSumm 2017) ... part of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) ...
The title of a journal, publication series: CEUR Workshop Proceedings
Volume: 2002
Page range: 33-42
Conference title: CL-SciSumm 2017, part of BIRNDL 2017 at SIGIR 2017
Location of the conference venue: Tokyo, Japan
Date of the conference: August 11, 2017
Author/Publisher of the book
(only the first ones mentioned)
:
Jaidka, Kokil
Place of publication: Aachen
Publishing house: RWTH
ISSN: 1613-0073
Publication language: English
Institution: School of Business Informatics and Mathematics > Wirtschaftsinformatik III (Ponzetto 2016-)
Subject: 004 Computer science, internet
Abstract: The number of publications is rapidly growing and it is essential to enable fast access and analysis of relevant articles. In this paper, we describe a set of methods based on measuring semantic textual similarity, which we use to semantically analyze and summarize publications through other publications that cite them. We report the performance of our approach in the context of the third CL-SciSumm shared task and show that our system performs favorably to competing systems in terms of produced summaries.

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Lauscher, Anne ; Glavaš, Goran ; Eckert, Kai University of Mannheim @ CLSciSumm-17: Citation-Based Summarization of Scientific Articles Using Semantic Textual Similarity. Open Access Jaidka, Kokil CEUR Workshop Proceedings 2002 33-42 In: Proceedings of the Computational Linguistics Scientific Summarization Shared Task (CL-SciSumm 2017) ... part of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) ... (2017) Aachen CL-SciSumm 2017, part of BIRNDL 2017 at SIGIR 2017 (Tokyo, Japan) [Conference or workshop publication]
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