A summarization system for scientific documents

Shai Erera; Michal Shmueli-Scheuer; Guy Feigenblat; Ora Peled Nakash; Odellia Boni; Haggai Roitman; Doron Cohen; Bar Weiner; Yosi Mass; Or Rivlin; Guy Lev; Achiya Jerbi; Jonathan Herzig; Yufang Hou; Charles Jochim; Martin Gleize; Francesca Bonin; Debasis Ganguly; David Konopnicki

doi:10.18653/v1/D19-3036

A summarization system for scientific documents

Shai Erera, Michal Shmueli-Scheuer, Guy Feigenblat, Ora Peled Nakash, Odellia Boni, Haggai Roitman, Doron Cohen, Bar Weiner, Yosi Mass, Or Rivlin, Guy Lev, Achiya Jerbi, Jonathan Herzig, Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly, David Konopnicki

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

30 Scopus citations

Abstract

We present a novel system providing summaries for Computer Science publications. Through a qualitative user study, we identified the most valuable scenarios for discovery, exploration and understanding of scientific documents. Based on these findings, we built a system that retrieves and summarizes scientific documents for a given information need, either in form of a free-text query or by choosing categorized values such as scientific tasks, datasets and more. Our system ingested 270,000 papers, and its summarization module aims to generate concise yet detailed summaries. We validated our approach with human experts.

Original language	English
Title of host publication	EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations
Publisher	Association for Computational Linguistics (ACL)
Pages	211-216
Number of pages	6
ISBN (Electronic)	9781950737925
DOIs	https://doi.org/10.18653/v1/D19-3036
State	Published - 1 Jan 2019
Externally published	Yes
Event	2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstration, EMNLP-IJCNLP 2019 - Hong Kong, China Duration: 3 Nov 2019 → 7 Nov 2019

Publication series

Name	EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations

Conference

Conference	2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstration, EMNLP-IJCNLP 2019
Country/Territory	China
City	Hong Kong
Period	3/11/19 → 7/11/19

ASJC Scopus subject areas

Computational Theory and Mathematics
Computer Science Applications
Information Systems

Access to Document

10.18653/v1/D19-3036

Cite this

Erera, S., Shmueli-Scheuer, M., Feigenblat, G., Nakash, O. P., Boni, O., Roitman, H., Cohen, D., Weiner, B., Mass, Y., Rivlin, O., Lev, G., Jerbi, A., Herzig, J., Hou, Y., Jochim, C., Gleize, M., Bonin, F., Ganguly, D., & Konopnicki, D. (2019). A summarization system for scientific documents. In EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations (pp. 211-216). (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/D19-3036

Erera, Shai ; Shmueli-Scheuer, Michal ; Feigenblat, Guy et al. / A summarization system for scientific documents. EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations. Association for Computational Linguistics (ACL), 2019. pp. 211-216 (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations).

@inproceedings{64a29e5935df41178fe5e9e2f6a71dd0,

title = "A summarization system for scientific documents",

abstract = "We present a novel system providing summaries for Computer Science publications. Through a qualitative user study, we identified the most valuable scenarios for discovery, exploration and understanding of scientific documents. Based on these findings, we built a system that retrieves and summarizes scientific documents for a given information need, either in form of a free-text query or by choosing categorized values such as scientific tasks, datasets and more. Our system ingested 270,000 papers, and its summarization module aims to generate concise yet detailed summaries. We validated our approach with human experts.",

author = "Shai Erera and Michal Shmueli-Scheuer and Guy Feigenblat and Nakash, \{Ora Peled\} and Odellia Boni and Haggai Roitman and Doron Cohen and Bar Weiner and Yosi Mass and Or Rivlin and Guy Lev and Achiya Jerbi and Jonathan Herzig and Yufang Hou and Charles Jochim and Martin Gleize and Francesca Bonin and Debasis Ganguly and David Konopnicki",

note = "Publisher Copyright: {\textcopyright} 2019 Association for Computational Linguistics.; 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstration, EMNLP-IJCNLP 2019 ; Conference date: 03-11-2019 Through 07-11-2019",

year = "2019",

month = jan,

day = "1",

doi = "10.18653/v1/D19-3036",

language = "English",

series = "EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations",

publisher = "Association for Computational Linguistics (ACL)",

pages = "211--216",

booktitle = "EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations",

address = "United States",

}

Erera, S, Shmueli-Scheuer, M, Feigenblat, G, Nakash, OP, Boni, O, Roitman, H, Cohen, D, Weiner, B, Mass, Y, Rivlin, O, Lev, G, Jerbi, A, Herzig, J, Hou, Y, Jochim, C, Gleize, M, Bonin, F, Ganguly, D & Konopnicki, D 2019, A summarization system for scientific documents. in EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations. EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations, Association for Computational Linguistics (ACL), pp. 211-216, 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstration, EMNLP-IJCNLP 2019, Hong Kong, China, 3/11/19. https://doi.org/10.18653/v1/D19-3036

A summarization system for scientific documents. / Erera, Shai; Shmueli-Scheuer, Michal; Feigenblat, Guy et al.
EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations. Association for Computational Linguistics (ACL), 2019. p. 211-216 (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations).

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

TY - GEN

T1 - A summarization system for scientific documents

AU - Erera, Shai

AU - Shmueli-Scheuer, Michal

AU - Feigenblat, Guy

AU - Nakash, Ora Peled

AU - Boni, Odellia

AU - Roitman, Haggai

AU - Cohen, Doron

AU - Weiner, Bar

AU - Mass, Yosi

AU - Rivlin, Or

AU - Lev, Guy

AU - Jerbi, Achiya

AU - Herzig, Jonathan

AU - Hou, Yufang

AU - Jochim, Charles

AU - Gleize, Martin

AU - Bonin, Francesca

AU - Ganguly, Debasis

AU - Konopnicki, David

PY - 2019/1/1

Y1 - 2019/1/1

N2 - We present a novel system providing summaries for Computer Science publications. Through a qualitative user study, we identified the most valuable scenarios for discovery, exploration and understanding of scientific documents. Based on these findings, we built a system that retrieves and summarizes scientific documents for a given information need, either in form of a free-text query or by choosing categorized values such as scientific tasks, datasets and more. Our system ingested 270,000 papers, and its summarization module aims to generate concise yet detailed summaries. We validated our approach with human experts.

AB - We present a novel system providing summaries for Computer Science publications. Through a qualitative user study, we identified the most valuable scenarios for discovery, exploration and understanding of scientific documents. Based on these findings, we built a system that retrieves and summarizes scientific documents for a given information need, either in form of a free-text query or by choosing categorized values such as scientific tasks, datasets and more. Our system ingested 270,000 papers, and its summarization module aims to generate concise yet detailed summaries. We validated our approach with human experts.

UR - https://www.scopus.com/pages/publications/85086584167

U2 - 10.18653/v1/D19-3036

DO - 10.18653/v1/D19-3036

M3 - Conference contribution

AN - SCOPUS:85086584167

T3 - EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations

SP - 211

EP - 216

BT - EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations

PB - Association for Computational Linguistics (ACL)

T2 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstration, EMNLP-IJCNLP 2019

Y2 - 3 November 2019 through 7 November 2019

ER -

Erera S, Shmueli-Scheuer M, Feigenblat G, Nakash OP, Boni O, Roitman H et al. A summarization system for scientific documents. In EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations. Association for Computational Linguistics (ACL). 2019. p. 211-216. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations). doi: 10.18653/v1/D19-3036

A summarization system for scientific documents

Abstract

Publication series

Conference

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this