{"id":"https://openalex.org/W4403577550","doi":"https://doi.org/10.48550/arxiv.2410.12071","title":"Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products","display_name":"Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products","publication_year":2024,"publication_date":"2024-10-15","ids":{"openalex":"https://openalex.org/W4403577550","doi":"https://doi.org/10.48550/arxiv.2410.12071"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2410.12071","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.12071","pdf_url":"https://arxiv.org/pdf/2410.12071","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2410.12071","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007817499","display_name":"Nadia Nahar","orcid":"https://orcid.org/0000-0003-4448-4804"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nahar, Nadia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067467896","display_name":"Christian K\u00e4stner","orcid":"https://orcid.org/0000-0002-4450-4572"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K\u00e4stner, Christian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011347521","display_name":"Jenna Butler","orcid":"https://orcid.org/0000-0002-0881-3028"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Butler, Jenna","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024034818","display_name":"Chris Parnin","orcid":"https://orcid.org/0000-0001-6182-815X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Parnin, Chris","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061605447","display_name":"Thomas Zimmermann","orcid":"https://orcid.org/0000-0003-4905-1469"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zimmermann, Thomas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5036278905","display_name":"Christian Bird","orcid":"https://orcid.org/0000-0002-7774-0387"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bird, Christian","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007817499"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9416000247001648,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9416000247001648,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.47203102707862854},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.41308334469795227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37350553274154663},{"id":"https://openalex.org/keywords/environmental-planning","display_name":"Environmental planning","score":0.33473852276802063},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19646885991096497}],"concepts":[{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47203102707862854},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.41308334469795227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37350553274154663},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.33473852276802063},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19646885991096497},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2410.12071","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.12071","pdf_url":"https://arxiv.org/pdf/2410.12071","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2410.12071","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2410.12071","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2410.12071","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.12071","pdf_url":"https://arxiv.org/pdf/2410.12071","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403577550.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Large":[0],"Language":[1],"Models":[2],"(LLMs)":[3],"are":[4,33,65,102],"increasingly":[5],"embedded":[6],"into":[7],"software":[8,37,54,63],"products":[9,118],"across":[10,96],"diverse":[11],"industries,":[12],"enhancing":[13],"user":[14],"experiences,":[15],"but":[16],"at":[17,100],"the":[18,47,59,69,85,112,122],"same":[19],"time":[20],"introducing":[21],"numerous":[22],"challenges":[23],"for":[24],"developers.":[25],"Unique":[26],"characteristics":[27],"of":[28,42,116,124],"LLMs":[29],"force":[30],"developers,":[31],"who":[32],"accustomed":[34],"to":[35,67],"traditional":[36],"development":[38,113],"and":[39,79,114],"evaluation,":[40],"out":[41],"their":[43],"comfort":[44],"zones":[45],"as":[46],"LLM":[48],"components":[49],"shatter":[50],"standard":[51],"assumptions":[52],"about":[53],"systems.":[55],"This":[56],"study":[57,86],"explores":[58],"emerging":[60,89],"solutions":[61,90],"that":[62,94,109],"developers":[64],"adopting":[66],"navigate":[68],"encountered":[70],"challenges.":[71,126],"Leveraging":[72],"a":[73,80],"mixed-method":[74],"research,":[75],"including":[76],"26":[77],"interviews":[78],"survey":[81],"with":[82],"332":[83],"responses,":[84],"identifies":[87],"19":[88],"regarding":[91],"quality":[92],"assurance":[93],"practitioners":[95],"several":[97],"product":[98],"teams":[99],"Microsoft":[101],"exploring.":[103],"The":[104],"findings":[105],"provide":[106],"valuable":[107],"insights":[108],"can":[110],"guide":[111],"evaluation":[115],"LLM-based":[117],"more":[119],"broadly":[120],"in":[121],"face":[123],"these":[125]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2024-10-20T00:00:00"}