{"id":"https://openalex.org/W6893293638","doi":"https://doi.org/10.5281/zenodo.15086542","title":"LLMs and Stack Overflow Discussions: Reliability, Impact, and Challenges","display_name":"LLMs and Stack Overflow Discussions: Reliability, Impact, and Challenges","publication_year":2025,"publication_date":"2025-03-26","ids":{"openalex":"https://openalex.org/W6893293638","doi":"https://doi.org/10.5281/zenodo.15086542"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.15086542","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15086542","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.15086542","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Da Silva, Leuson","orcid":"https://orcid.org/0000-0002-9086-9038"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Da Silva, Leuson","raw_affiliation_strings":["Polytechnique Montr\u00e9al"],"raw_orcid":"https://orcid.org/0000-0002-9086-9038","affiliations":[{"raw_affiliation_string":"Polytechnique Montr\u00e9al","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"middle","author":{"id":null,"display_name":"SAMHI, Jordan","orcid":"https://orcid.org/0000-0001-6052-6184"},"institutions":[{"id":"https://openalex.org/I4210128801","display_name":"Helmholtz Center for Information Security","ror":"https://ror.org/02njgxr09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210128801"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"SAMHI, Jordan","raw_affiliation_strings":["Helmholtz Center for Information Security"],"raw_orcid":"https://orcid.org/0000-0001-6052-6184","affiliations":[{"raw_affiliation_string":"Helmholtz Center for Information Security","institution_ids":["https://openalex.org/I4210128801"]}]},{"author_position":"last","author":{"id":null,"display_name":"Khomh, Foutse","orcid":"https://orcid.org/0000-0002-5704-4173"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khomh, Foutse","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-5704-4173","affiliations":[]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/stack","display_name":"Stack (abstract data type)","score":0.8510000109672546},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5389000177383423},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.43369999527931213},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.421099990606308},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.3646000027656555},{"id":"https://openalex.org/keywords/call-stack","display_name":"Call stack","score":0.3531999886035919}],"concepts":[{"id":"https://openalex.org/C9395851","wikidata":"https://www.wikidata.org/wiki/Q177929","display_name":"Stack (abstract data type)","level":2,"score":0.8510000109672546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6035000085830688},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5389000177383423},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.43369999527931213},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.421099990606308},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.3646000027656555},{"id":"https://openalex.org/C119024030","wikidata":"https://www.wikidata.org/wiki/Q759899","display_name":"Call stack","level":3,"score":0.3531999886035919},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.287200003862381},{"id":"https://openalex.org/C38601921","wikidata":"https://www.wikidata.org/wiki/Q1757693","display_name":"Protocol stack","level":3,"score":0.2824999988079071},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27880001068115234},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.15086542","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15086542","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.15086542","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15086542","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Since":[0],"the":[1,8,76,92,103],"release":[2],"of":[3,10,23,53,78,94,105],"ChatGPT":[4,66,106],"in":[5],"November":[6],"2022,":[7],"landscape":[9],"developer":[11],"Q&A":[12,45],"platforms,":[13],"particularly":[14],"Stack":[15,58,89,98],"Overflow,":[16],"has":[17,36],"undergone":[18],"significant":[19],"changes.":[20],"The":[21,69],"ability":[22],"large":[24],"language":[25],"models":[26],"(LLMs)":[27],"to":[28,33,42],"generate":[29],"immediate,":[30],"human-like":[31],"responses":[32,63],"technical":[34],"questions":[35,60],"started":[37],"discussions":[38],"on":[39,86],"their":[40,82],"potential":[41,83],"replace":[43],"traditional":[44],"platforms.":[46],"This":[47],"dataset":[48,70],"was":[49],"collected":[50],"as":[51],"part":[52],"an":[54],"empirical":[55],"study":[56],"analyzing":[57],"Overflow":[59,99],"and":[61,67,81,107],"evaluating":[62],"generated":[64],"by":[65],"LLaMA.":[68],"supports":[71],"research":[72],"aimed":[73],"at:":[74],"Assessing":[75],"reliability":[77],"LLM-generated":[79],"answers":[80],"long-term":[84],"impact":[85],"platforms":[87],"like":[88],"Overflow.":[90],"Tracking":[91],"evolution":[93],"user":[95],"engagement":[96],"with":[97],"post-ChatGPT\u2019s":[100],"release.":[101],"Comparing":[102],"performance":[104],"LLaMA":[108],"across":[109],"different":[110],"topics.":[111]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}
