{"id":"https://openalex.org/W4401587902","doi":"https://doi.org/10.1007/978-3-031-65794-8_19","title":"ABCD Team at\u00a0SOMD 2024: Software Mention Detection in\u00a0Scholarly Publications with\u00a0Large Language Models","display_name":"ABCD Team at\u00a0SOMD 2024: Software Mention Detection in\u00a0Scholarly Publications with\u00a0Large Language Models","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401587902","doi":"https://doi.org/10.1007/978-3-031-65794-8_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-65794-8_19","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-65794-8_19","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-65794-8_19.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-65794-8_19.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113334929","display_name":"Phi Nguyen Xuan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148201","display_name":"Ho Chi Minh City University of Technology and Engineering","ror":"https://ror.org/05hzn5427","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210148201"]},{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE","VN"],"is_corresponding":false,"raw_author_name":"Phi Nguyen Xuan","raw_affiliation_strings":["Bosch Global Software Technologies Vietnam, Ho Chi Minh City, Vietnam","HCMC University of Technology and Education, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bosch Global Software Technologies Vietnam, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I889804353"]},{"raw_affiliation_string":"HCMC University of Technology and Education, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210148201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029807151","display_name":"Quang Tran Minh","orcid":"https://orcid.org/0000-0003-1408-2919"},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Quang Tran Minh","raw_affiliation_strings":["Bosch Global Software Technologies Vietnam, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bosch Global Software Technologies Vietnam, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047610312","display_name":"Th\u00ecn \u0110\u1eb7ng V\u0103n","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Thin Dang Van","raw_affiliation_strings":["University of Information Technology - VNUHCM, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology - VNUHCM, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047610312"],"corresponding_institution_ids":["https://openalex.org/I123565023"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27658046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"267","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8297792673110962},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7887923121452332},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6796820163726807},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6076120138168335},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5467100143432617},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5372149348258972},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40505754947662354},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3637731671333313},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34984201192855835},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34567129611968994},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3414424657821655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32131171226501465},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.178126722574234},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07037532329559326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8297792673110962},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7887923121452332},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6796820163726807},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6076120138168335},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5467100143432617},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5372149348258972},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40505754947662354},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3637731671333313},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34984201192855835},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34567129611968994},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3414424657821655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32131171226501465},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.178126722574234},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07037532329559326},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-65794-8_19","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-65794-8_19","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-65794-8_19.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-65794-8_19","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-65794-8_19","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-65794-8_19.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401587902.pdf","grobid_xml":"https://content.openalex.org/works/W4401587902.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2042188227","https://openalex.org/W3208146438","https://openalex.org/W4226470037","https://openalex.org/W4281488715","https://openalex.org/W4384918448","https://openalex.org/W4385571124","https://openalex.org/W4385571451","https://openalex.org/W4389523710","https://openalex.org/W4389523754","https://openalex.org/W6604832393","https://openalex.org/W6702248584","https://openalex.org/W6858023062"],"related_works":["https://openalex.org/W2375873920","https://openalex.org/W2146114872","https://openalex.org/W2392060890","https://openalex.org/W2392760275","https://openalex.org/W2083530853","https://openalex.org/W2009831055","https://openalex.org/W2393172683","https://openalex.org/W3211744874","https://openalex.org/W1994626569","https://openalex.org/W3081644756"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2],"outlines":[3],"the":[4,54,60,66],"ABCD":[5],"team\u2019s":[6],"approach":[7,88],"to":[8,50,73],"employing":[9],"LLMs":[10,79],"for":[11,106],"three":[12,35,95],"subtasks":[13],"at":[14],"SOMD":[15],"2024,":[16],"specifically":[17],"focusing":[18],"on":[19],"Software":[20],"Mention":[21],"Detection":[22],"in":[23,120],"Scholarly":[24],"Publications.":[25],"The":[26,82],"task":[27,55],"revolves":[28],"around":[29],"scientific":[30],"articles":[31],"and":[32,57,102,111],"information,":[33],"comprising":[34],"subtasks:":[36],"(1)":[37],"extracting":[38,46],"software":[39,51],"entities":[40,48,52,63],"from":[41,53,65],"a":[42],"given":[43],"sentence,":[44],"(2)":[45],"relevant":[47],"related":[49],"I,":[56,108],"(3)":[58],"determining":[59],"relationship":[61],"between":[62],"extracted":[64],"previous":[67],"two":[68],"tasks.":[69],"Our":[70],"objective":[71],"is":[72],"gain":[74],"valuable":[75],"insights":[76],"into":[77],"fine-tuning":[78],"using":[80],"LoRA.":[81],"experimental":[83],"results":[84],"showcase":[85],"that":[86],"our":[87,117],"has":[89],"demonstrated":[90],"competitive":[91],"performance":[92],"across":[93],"all":[94],"tasks,":[96],"securing":[97],"Top":[98,100,103],"1,":[99],"2,":[101],"2":[104],"rankings":[105],"Subtask":[107,109,112],"II,":[110],"III,":[113],"respectively.":[114],"We":[115],"release":[116],"source":[118],"code":[119],"this":[121],"Github":[122],"repository(":[123],"https://github.com/Xphi310302/ABCD-team-NLSP.git":[124],").":[125]},"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}