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This overview describes the official results of the CL-SciSumm Shared Task 2018 -- the first medium-scale shared task on scientific document summarization in the computational linguistics (CL) domain.
Lin, C.Y.: Rouge: A package for automatic evaluation of summaries. Text summarization branches out: Proceedings of the ACL-04 workshop 8 (2004)
2004
Earlier work this paper cites.
Nakov, P.I., Schwartz, A.S., Hearst, M.: Citances: Citation sentences for semantic analysis of bioscience text. In: Proceedings of the SIGIR’04 workshop on Search and Discovery in Bioinformatics. pp. 81–88 (2004)
2004
Earlier work this paper cites.
Jones, K.S.: Automatic summarising: The state of the art. Information Processing and Management 43(6), 1449–1481 (2007)
2007
Earlier work this paper cites.
Qazvinian, V., Radev, D.: Scientific paper summarization using citation summary networks. In: Proceedings of the 22nd International Conference on Computational Linguistics-Volume 1. pp. 689–696. ACL (2008)
2008
Earlier work this paper cites.
Radev, D.R., Muthukrishnan, P., Qazvinian, V.: The acl anthology network corpus. In: Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries. pp. 54–61. Association for Computational Linguistics (2009)
2009
Earlier work this paper cites.
Jaidka, K., Khoo, C.S., Na, J.C.: Deconstructing human literature reviews–a framework for multi-document summarization. In: Proc. of ENLG. pp. 125–135 (2013)
2013
Earlier work this paper cites.
Conroy, J., Davis, S.: Vector space and language models for scientific document summarization. In: NAACL-HLT. pp. 186–191. Association of Computational Linguistics, Newark, NJ, USA (2015)
2015
Earlier work this paper cites.
Mayr, P., Frommholz, I., Cabanac, G., Wolfram, D.: Editorial for the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) at JCDL 2016. In: Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016). pp. 1–5. Newark, NJ, USA (June 2016)
2016
Cited alongside, same era.
Jaidka, K., Chandrasekaran, M.K., Jain, D., Kan, M.Y.: The cl-scisumm shared task 2018: Results and key insights. In: Proceedings of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Tokyo, Japan, August 11, 2017. (2017), http://ceur-ws.org/Vol-1888/editorial.pdf
2017
Cited alongside, same era.
Jaidka, K., Chandrasekaran, M.K., Rustagi, S., Kan, M.Y.: Insights from cl-scisumm 2016: the faceted scientific document summarization shared task. International Journal on Digital Libraries pp. 1–9 (2017)
2017
Alonso, H.M., Makki, R., Gu, J.: CL-SciSumm Shared Task - Team Magma. In: Proceedings of the 3nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2018). Ann Arbor, Michigan (July 2018)
2018
Later among the works it cites.
Baruah, G., Kolla, M.: Klick Labs at CL-SciSumm 2018. In: Proceedings of the 3nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2018). Ann Arbor, Michigan (July 2018)
2018
Later among the works it cites.
Davoodi, E., Madan, K., Gu, J.: CLSciSumm Shared Task: On the Contribution of Similarity measure and Natural Language Processing Features for Citing Problem. In: Proceedings of the 3nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2018). Ann Arbor, Michigan (July 2018)
2018
Later among the works it cites.
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Cited alongside, same era.
Ma, S., Xu, J., Wang, J., Zhang, C.: NJUST@CLSciSumm-17. In: Proc. of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2017). Tokyo, Japan (August 2017)
2017
Cited alongside, same era.
Mayr, P., Chandrasekaran, M.K., Jaidka, K.: Editorial for the 2nd joint workshop on bibliometric-enhanced information retrieval and natural language processing for digital libraries (BIRNDL) at SIGIR 2017. In: Proceedings of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Tokyo, Japan, August 11, 2017. pp. 1–6 (2017), http://ceur-ws.org/Vol-1888/editorial.pdf
2017
Cited alongside, same era.
Abura’ed, A., Bravo, A., Chiruzzo, L., Saggion1, H.: LaSTUS/TALN+INCO @ CL-SciSumm 2018 - Using Regression and Convolutions for Cross-document Semantic Linking and Summarization of Scholarly Literature. In: Proceedings of the 3nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2018). Ann Arbor, Michigan (July 2018)
2018
Cited alongside, same era.
Agrawal, K., Mittal, A.: IIIT-H @ CLScisumm-18. In: Proceedings of the 3nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2018). Ann Arbor, Michigan (July 2018)
2018
Cited alongside, same era.
Debnath, D., Achom, A., Pakray, P.: NLP-NITMZ @ CLScisumm-18. In: Proceedings of the 3nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2018). Ann Arbor, Michigan (July 2018)
2018
Later among the works it cites.
Ma, S., Zhang, H., Xu, J., Zhang, C.: NJUST @ CLSciSumm-18. In: Proceedings of the 3nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2018). Ann Arbor, Michigan (July 2018)
2018
Later among the works it cites.
Moraes, L.F.D., Das, A., Karimi, S., Verma, R.: University of Houston @ CL-SciSumm 2018. In: Proceedings of the 3nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2018). Ann Arbor, Michigan (July 2018)
2018
Later among the works it cites.
Wang, P., Li, S., Wang, T., Zhou, H., Tang, J.: NUDT @ CLSciSumm-18. In: Proceedings of the 3nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2018). Ann Arbor, Michigan (July 2018)
2018
Later among the works it cites.