No Cover Image

Conference Paper/Proceeding/Abstract 52 views 16 downloads

Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation

Deshan Sumanathilaka Orcid Logo, Nicholas Micallef Orcid Logo, Julian Hough Orcid Logo

First International Conference on Natural Language Processing and Artificial Intelligence for Cybersecurity

Swansea University Authors: Deshan Sumanathilaka Orcid Logo, Nicholas Micallef Orcid Logo, Julian Hough Orcid Logo

DOI (Published version): 10.1109/ICSGRC62081.2024.10691283

Published in: First International Conference on Natural Language Processing and Artificial Intelligence for Cybersecurity
Published: 2024
URI: https://cronfa.swan.ac.uk/Record/cronfa67920
Tags: Add Tag
No Tags, Be the first to tag this record!
first_indexed 2024-10-07T12:17:52Z
last_indexed 2024-10-07T12:17:52Z
id cronfa67920
recordtype SURis
fullrecord <?xml version="1.0" encoding="utf-8"?><rfc1807 xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xsd="http://www.w3.org/2001/XMLSchema"><bib-version>v2</bib-version><id>67920</id><entry>2024-10-07</entry><title>Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation</title><swanseaauthors><author><sid>2fe44f0c1e7d845dc21bb6b00d5b2085</sid><ORCID>0009-0005-8933-6559</ORCID><firstname>Deshan</firstname><surname>Sumanathilaka</surname><name>Deshan Sumanathilaka</name><active>true</active><ethesisStudent>false</ethesisStudent></author><author><sid>1cc4c84582d665b7ee08fb16f5454671</sid><ORCID>0000-0002-2683-8042</ORCID><firstname>Nicholas</firstname><surname>Micallef</surname><name>Nicholas Micallef</name><active>true</active><ethesisStudent>false</ethesisStudent></author><author><sid>082d773ae261d2bbf49434dd2608ab40</sid><ORCID>0000-0002-4345-6759</ORCID><firstname>Julian</firstname><surname>Hough</surname><name>Julian Hough</name><active>true</active><ethesisStudent>false</ethesisStudent></author></swanseaauthors><date>2024-10-07</date><deptcode>MACS</deptcode><abstract/><type>Conference Paper/Proceeding/Abstract</type><journal>First International Conference on Natural Language Processing and Artificial Intelligence for Cybersecurity</journal><volume/><journalNumber/><paginationStart/><paginationEnd/><publisher/><placeOfPublication/><isbnPrint/><isbnElectronic/><issnPrint/><issnElectronic/><keywords/><publishedDay>29</publishedDay><publishedMonth>10</publishedMonth><publishedYear>2024</publishedYear><publishedDate>2024-10-29</publishedDate><doi>10.1109/ICSGRC62081.2024.10691283</doi><url/><notes/><college>COLLEGE NANME</college><department>Mathematics and Computer Science School</department><CollegeCode>COLLEGE CODE</CollegeCode><DepartmentCode>MACS</DepartmentCode><institution>Swansea University</institution><apcterm/><funders/><projectreference/><lastEdited>2024-10-08T14:41:13.3344422</lastEdited><Created>2024-10-07T10:37:38.0814827</Created><path><level id="1"/><level id="2"/></path><authors><author><firstname>Deshan</firstname><surname>Sumanathilaka</surname><orcid>0009-0005-8933-6559</orcid><order>1</order></author><author><firstname>Nicholas</firstname><surname>Micallef</surname><orcid>0000-0002-2683-8042</orcid><order>2</order></author><author><firstname>Julian</firstname><surname>Hough</surname><orcid>0000-0002-4345-6759</orcid><order>3</order></author></authors><documents><document><filename>67920__32544__d53f473860734c5e99177c26a2ee55d3.pdf</filename><originalFilename>NLPAICS.pdf</originalFilename><uploaded>2024-10-07T12:42:27.1083525</uploaded><type>Output</type><contentLength>450910</contentLength><contentType>application/pdf</contentType><version>Accepted Manuscript</version><cronfaStatus>true</cronfaStatus><copyrightCorrect>false</copyrightCorrect></document></documents><OutputDurs/></rfc1807>
spelling v2 67920 2024-10-07 Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation 2fe44f0c1e7d845dc21bb6b00d5b2085 0009-0005-8933-6559 Deshan Sumanathilaka Deshan Sumanathilaka true false 1cc4c84582d665b7ee08fb16f5454671 0000-0002-2683-8042 Nicholas Micallef Nicholas Micallef true false 082d773ae261d2bbf49434dd2608ab40 0000-0002-4345-6759 Julian Hough Julian Hough true false 2024-10-07 MACS Conference Paper/Proceeding/Abstract First International Conference on Natural Language Processing and Artificial Intelligence for Cybersecurity 29 10 2024 2024-10-29 10.1109/ICSGRC62081.2024.10691283 COLLEGE NANME Mathematics and Computer Science School COLLEGE CODE MACS Swansea University 2024-10-08T14:41:13.3344422 2024-10-07T10:37:38.0814827 Deshan Sumanathilaka 0009-0005-8933-6559 1 Nicholas Micallef 0000-0002-2683-8042 2 Julian Hough 0000-0002-4345-6759 3 67920__32544__d53f473860734c5e99177c26a2ee55d3.pdf NLPAICS.pdf 2024-10-07T12:42:27.1083525 Output 450910 application/pdf Accepted Manuscript true false
title Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation
spellingShingle Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation
Deshan Sumanathilaka
Nicholas Micallef
Julian Hough
title_short Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation
title_full Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation
title_fullStr Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation
title_full_unstemmed Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation
title_sort Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation
author_id_str_mv 2fe44f0c1e7d845dc21bb6b00d5b2085
1cc4c84582d665b7ee08fb16f5454671
082d773ae261d2bbf49434dd2608ab40
author_id_fullname_str_mv 2fe44f0c1e7d845dc21bb6b00d5b2085_***_Deshan Sumanathilaka
1cc4c84582d665b7ee08fb16f5454671_***_Nicholas Micallef
082d773ae261d2bbf49434dd2608ab40_***_Julian Hough
author Deshan Sumanathilaka
Nicholas Micallef
Julian Hough
author2 Deshan Sumanathilaka
Nicholas Micallef
Julian Hough
format Conference Paper/Proceeding/Abstract
container_title First International Conference on Natural Language Processing and Artificial Intelligence for Cybersecurity
publishDate 2024
institution Swansea University
doi_str_mv 10.1109/ICSGRC62081.2024.10691283
document_store_str 1
active_str 0
published_date 2024-10-29T14:41:11Z
_version_ 1812353380650057728
score 11.030802

Similar Items