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Report on the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2016)

Published: 14 February 2017 Publication History

Abstract

The large scale of scholarly publications poses a challenge for scholars in information seeking and sensemaking. Bibliometric, information retrieval (IR), text mining, and NLP techniques could help in these activities, but are not yet widely used in digital libraries. The BIRNDL workshop was held at the Joint Conference on Digital Libraries (JCDL 2016) in Newark, NJ. It intended to stimulate IR researchers and digital library professionals to elaborate on new approaches in natural language processing, information retrieval, scientometric, and recommendation techniques that can advance the state-of-the-art in scholarly document understanding, analysis, and retrieval at scale. The workshop incorporated three paper sessions and the 2nd edition of the CL-SciSumm Shared Task.

References

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Nabil R. Adam, Lillian Cassel, and Yelena Yesha, editors. JCDL'16: Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries, New York, NY, 2016. ACM.
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Marc Bertin and Iana Atanassova. Multiple In-text Reference Aggregation Phenomenon. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 14--22, 2016.
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Guillaume Cabanac, Muthu Kumar Chandrasekaran, Ingo Frommholz, Kokil Jaidka, Min-Yen Kan, Philipp Mayr, and Dietmar Wolfram, editors. BIRNDL'16: Proceedings of the 1st Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries co-located with the 16th ACM/IEEE Joint Conference on Digital Libraries (JCDL'16), volume 1610, RWTH Aachen University, 2016. CEUR Workshop Proceedings.
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Ziqiang Cao, Wenjie Li, and Dapeng Wu. Polyu at cl-scisumm 2016. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 132--138, Newark, NJ, USA, June 2016.
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Masaki Eto. Incorporating Satellite Documents into Co-citation Networks for Scientific Paper Searches. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 30--35, 2016.
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Gali Halevi and Judit Bar-Ilan. Post Retraction Citations in Context. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 23--29, 2016.
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Kokil Jaidka, Muthu Kumar Chandrasekaran, Sajal Rustagi, and Min-Yen Kan. Overview of the CL-SciSumm 2016 shared task. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 93--102, 2016.
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Ha Jin Kim, Juyoung An, Yoo Kyung Jeong, and Min Song. Exploring the leading authors and journals in major topics by citation sentences and topic modeling. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 42--50, 2016.
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Lei Li, Liyuan Mao, Yazhao Zhang, Junqi Chi, Taiwen Huang, Xiaoyue Cong, and Heng Peng. CIST System for CL-SciSumm 2016 Shared Task. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 156--167, 2016.
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Joseph Mariani, Gil Francopoulo, and Patrick Paroubek. A study of reuse and plagiarism in speech and natural language processing papers. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 72--83, 2016.
[12]
Philipp Mayr. How do practitioners, PhD students and postdocs in the social sciences assess topic-specific recommendations? In Proc. of the Joint Workshop on Bibliometric- enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 84--92, 2016.
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Philipp Mayr, Ingo Frommholz, and Guillaume Cabanac. Report on the 3rd International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2016). SIGIR Forum, 50(1):28--34, 2016.
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Aravind Sesagiri Raamkumar, Schubert Foo, and Natalie Pang. What papers should I cite from my reading list? User evaluation of a manuscript preparatory assistive task. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 51--62, 2016.
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Francesco Ronzano, Ana Freire, Diego Saez-Trumper, and Horacio Saggion. Making Sense of Massive Amounts of Scientific Publications: the Scientific Knowledge Miner Project. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 36--41, 2016.
[16]
Horacio Saggion, Ahmed AbuRa'Ed, and Francesco Ronzano. Trainable Citationenhanced Summarization of Scientific Articles. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 175--186, 2016.
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Jevin West and Jason Portenoy. Delineating Fields Using Mathematical Jargon. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 63--71, 2016.
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Dietmar Wolfram. Bibliometrics, Information Retrieval and Natural Language Processing: Natural Synergies to Support Digital Library Research. In Proc. of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL2016), pages 6--13, 2016.

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Published In

cover image ACM SIGIR Forum
ACM SIGIR Forum  Volume 50, Issue 2
December 2016
99 pages
ISSN:0163-5840
DOI:10.1145/3053408
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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 14 February 2017
Published in SIGIR Volume 50, Issue 2

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Cited By

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  • (2023)Academic information retrieval using citation clusters: in-depth evaluation based on systematic reviewsScientometrics10.1007/s11192-023-04681-x128:5(2895-2921)Online publication date: 1-May-2023
  • (2022)Resolution of English Event Pronouns Based on Machine LearningMobile Information Systems10.1155/2022/85608732022Online publication date: 1-Jan-2022
  • (2021)Extraction and Evaluation of Knowledge Entities from Scientific DocumentsJournal of Data and Information Science10.2478/jdis-2021-00256:3(1-5)Online publication date: 9-Aug-2021
  • (2021)Knowledge Entity Extraction and Text Mining in the Era of Big DataData and Information Management10.2478/dim-2021-00095:3(309-311)Online publication date: Jul-2021
  • (2021)Report on the 4th Joint Workshop on Bibliometric-Enhanced Information Retrieval and Natural Language Processing for Digital Libraries at SIGIR 2019ACM SIGIR Forum10.1145/3458553.345855453:2(3-10)Online publication date: 23-Mar-2021
  • (2019)Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019)Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval10.1145/3331184.3331650(1441-1443)Online publication date: 18-Jul-2019
  • (2018)Introduction to the special issue on bibliometric-enhanced information retrieval and natural language processing for digital libraries (BIRNDL)International Journal on Digital Libraries10.5555/3270442.327047219:2-3(107-111)Online publication date: 1-Sep-2018
  • (2018)Report on the 7th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2018)ACM SIGIR Forum10.1145/3274784.327479852:1(135-139)Online publication date: 31-Aug-2018
  • (2018)Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2018)The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval10.1145/3209978.3210194(1415-1418)Online publication date: 27-Jun-2018
  • (2018)Report on the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017)ACM SIGIR Forum10.1145/3190580.319059751:3(107-113)Online publication date: 22-Feb-2018
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