Ensemble Labeling Towards Scientific Information Extraction (ELSIE)

Erin Murphy; Alexander Rasin; Jacob Furst; Daniela Raicu; Roselyne Tchoua

doi:10.1007/978-3-030-77961-0_60

Ensemble Labeling Towards Scientific Information Extraction (ELSIE)

Erin Murphy
, Alexander Rasin
, Jacob Furst
, Daniela Raicu
, Roselyne Tchoua

DePaul University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Computational Science – ICCS 2021 - 21st International Conference, Proceedings
Editors	Maciej Paszynski, Dieter Kranzlmüller, Dieter Kranzlmüller, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M.A. Sloot, Peter M.A. Sloot, Peter M.A. Sloot
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	750-764
Number of pages	15
ISBN (Print)	9783030779603
DOIs	https://doi.org/10.1007/978-3-030-77961-0_60
State	Published - 2021
Event	21st International Conference on Computational Science, ICCS 2021 - Virtual, Online Duration: Jun 16 2021 → Jun 18 2021

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12742 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	21st International Conference on Computational Science, ICCS 2021
City	Virtual, Online
Period	6/16/21 → 6/18/21

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Data labeling
Data programming
Information extraction
Polymers
Relations extraction
Snorkel

Access to Document

10.1007/978-3-030-77961-0_60

Cite this

Murphy, E., Rasin, A., Furst, J., Raicu, D., & Tchoua, R. (2021). Ensemble Labeling Towards Scientific Information Extraction (ELSIE). In M. Paszynski, D. Kranzlmüller, D. Kranzlmüller, V. V. Krzhizhanovskaya, J. J. Dongarra, P. M. A. Sloot, P. M. A. Sloot, & P. M. A. Sloot (Eds.), Computational Science – ICCS 2021 - 21st International Conference, Proceedings (pp. 750-764). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12742 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-77961-0_60

Ensemble Labeling Towards Scientific Information Extraction (ELSIE). / Murphy, Erin; Rasin, Alexander; Furst, Jacob et al.
Computational Science – ICCS 2021 - 21st International Conference, Proceedings. ed. / Maciej Paszynski; Dieter Kranzlmüller; Dieter Kranzlmüller; Valeria V. Krzhizhanovskaya; Jack J. Dongarra; Peter M.A. Sloot; Peter M.A. Sloot; Peter M.A. Sloot. Springer Science and Business Media Deutschland GmbH, 2021. p. 750-764 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12742 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Murphy, E, Rasin, A, Furst, J, Raicu, D & Tchoua, R 2021, Ensemble Labeling Towards Scientific Information Extraction (ELSIE). in M Paszynski, D Kranzlmüller, D Kranzlmüller, VV Krzhizhanovskaya, JJ Dongarra, PMA Sloot, PMA Sloot & PMA Sloot (eds), Computational Science – ICCS 2021 - 21st International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12742 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 750-764, 21st International Conference on Computational Science, ICCS 2021, Virtual, Online, 6/16/21. https://doi.org/10.1007/978-3-030-77961-0_60

Murphy E, Rasin A, Furst J, Raicu D, Tchoua R. Ensemble Labeling Towards Scientific Information Extraction (ELSIE). In Paszynski M, Kranzlmüller D, Kranzlmüller D, Krzhizhanovskaya VV, Dongarra JJ, Sloot PMA, Sloot PMA, Sloot PMA, editors, Computational Science – ICCS 2021 - 21st International Conference, Proceedings. Springer Science and Business Media Deutschland GmbH. 2021. p. 750-764. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-77961-0_60

Murphy, Erin ; Rasin, Alexander ; Furst, Jacob et al. / Ensemble Labeling Towards Scientific Information Extraction (ELSIE). Computational Science – ICCS 2021 - 21st International Conference, Proceedings. editor / Maciej Paszynski ; Dieter Kranzlmüller ; Dieter Kranzlmüller ; Valeria V. Krzhizhanovskaya ; Jack J. Dongarra ; Peter M.A. Sloot ; Peter M.A. Sloot ; Peter M.A. Sloot. Springer Science and Business Media Deutschland GmbH, 2021. pp. 750-764 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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author = "Erin Murphy and Alexander Rasin and Jacob Furst and Daniela Raicu and Roselyne Tchoua",

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Ensemble Labeling Towards Scientific Information Extraction (ELSIE)

Publication series

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ASJC Scopus Subject Areas

Keywords

Access to Document

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