Scientific Software Citation Intent Classification Using Large Language Models

Kara Moraw; Ana-Maria Istrate; Joshua Fisher; Xinyu Yang; Kai Li; Donghui Li; Martin Klein

doi:10.1007/978-3-031-65794-8_6

Scientific Software Citation Intent Classification Using Large Language Models

Kara Moraw, Ana-Maria Istrate^*, Joshua Fisher, Xinyu Yang, Kai Li, Donghui Li, Martin Klein

^*Corresponding author for this work

EPCC

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	80-99
Journal	Lecture Notes in Computer Science
Volume	14770
DOIs	https://doi.org/10.1007/978-3-031-65794-8_6
Publication status	Published - 15 Aug 2024
Event	1st Workshop on Natural Scientific Language Processing and Research Knowledge Graphs - Duration: 27 May 2024 → … https://nfdi4ds.github.io/nslp2024/

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10.1007/978-3-031-65794-8_6Licence: Creative Commons: Attribution (CC-BY)

The UK Software Sustainability Institute: Phase 3
Chue Hong, N. (Principal Investigator)
EPSRC
1/12/18 → 30/11/23
Project: Research

Cite this

@article{d2437603ce394478953986de254700a8,

title = "Scientific Software Citation Intent Classification Using Large Language Models",

author = "Kara Moraw and Ana-Maria Istrate and Joshua Fisher and Xinyu Yang and Kai Li and Donghui Li and Martin Klein",

year = "2024",

month = aug,

day = "15",

doi = "10.1007/978-3-031-65794-8\_6",

language = "English",

volume = "14770",

pages = "80--99",

journal = "Lecture Notes in Computer Science",

issn = "0302-9743",

publisher = "Springer",

note = "1st Workshop on Natural Scientific Language Processing and Research Knowledge Graphs, NSLP 2024 ; Conference date: 27-05-2024",

url = "https://nfdi4ds.github.io/nslp2024/",

}

TY - JOUR

T1 - Scientific Software Citation Intent Classification Using Large Language Models

AU - Moraw, Kara

AU - Istrate, Ana-Maria

AU - Fisher, Joshua

AU - Yang, Xinyu

AU - Li, Kai

AU - Li, Donghui

AU - Klein, Martin

PY - 2024/8/15

Y1 - 2024/8/15

U2 - 10.1007/978-3-031-65794-8_6

DO - 10.1007/978-3-031-65794-8_6

M3 - Article

SN - 0302-9743

VL - 14770

SP - 80

EP - 99

JO - Lecture Notes in Computer Science

JF - Lecture Notes in Computer Science

T2 - 1st Workshop on Natural Scientific Language Processing and Research Knowledge Graphs

Y2 - 27 May 2024

ER -

Scientific Software Citation Intent Classification Using Large Language Models

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Projects

The UK Software Sustainability Institute: Phase 3

Cite this