{"id":"https://openalex.org/W4411469818","doi":"https://doi.org/10.1145/3707640.3731929","title":"Can't LLMs do that? Supporting Third-Party Audits under the DSA: Exploring Large Language Models for Systemic Risk Evaluation of the Digital Services Act in an Interdisciplinary Setting","display_name":"Can't LLMs do that? Supporting Third-Party Audits under the DSA: Exploring Large Language Models for Systemic Risk Evaluation of the Digital Services Act in an Interdisciplinary Setting","publication_year":2025,"publication_date":"2025-06-20","ids":{"openalex":"https://openalex.org/W4411469818","doi":"https://doi.org/10.1145/3707640.3731929"},"language":"en","primary_location":{"id":"doi:10.1145/3707640.3731929","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3707640.3731929","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3707640.3731929","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064170595","display_name":"Marie-Therese Sekwenz","orcid":"https://orcid.org/0000-0002-3686-6100"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marie-Therese Sekwenz","raw_affiliation_strings":["Multi-Actor Systems/ Organisation and Governance / AI Futures Lab, TU Delft, Delft, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-3686-6100","affiliations":[{"raw_affiliation_string":"Multi-Actor Systems/ Organisation and Governance / AI Futures Lab, TU Delft, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055965559","display_name":"Rita Gsenger","orcid":"https://orcid.org/0000-0001-9710-9763"},"institutions":[{"id":"https://openalex.org/I4210117750","display_name":"Weizenbaum Institute","ror":"https://ror.org/023kksk09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I176453806","https://openalex.org/I2800804238","https://openalex.org/I2801702882","https://openalex.org/I315704651","https://openalex.org/I4210117750","https://openalex.org/I4577782","https://openalex.org/I46043019","https://openalex.org/I4923324","https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rita Gsenger","raw_affiliation_strings":["Weizenbaum Institut, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9710-9763","affiliations":[{"raw_affiliation_string":"Weizenbaum Institut, Berlin, Germany","institution_ids":["https://openalex.org/I4210117750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091751818","display_name":"Volker Stocker","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117750","display_name":"Weizenbaum Institute","ror":"https://ror.org/023kksk09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I176453806","https://openalex.org/I2800804238","https://openalex.org/I2801702882","https://openalex.org/I315704651","https://openalex.org/I4210117750","https://openalex.org/I4577782","https://openalex.org/I46043019","https://openalex.org/I4923324","https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Volker Stocker","raw_affiliation_strings":["Weizenbaum Institut, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7553-5275","affiliations":[{"raw_affiliation_string":"Weizenbaum Institut, Berlin, Germany","institution_ids":["https://openalex.org/I4210117750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038167221","display_name":"Esther G\u00f6rnemann","orcid":"https://orcid.org/0000-0003-3958-2493"},"institutions":[{"id":"https://openalex.org/I4210117750","display_name":"Weizenbaum Institute","ror":"https://ror.org/023kksk09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I176453806","https://openalex.org/I2800804238","https://openalex.org/I2801702882","https://openalex.org/I315704651","https://openalex.org/I4210117750","https://openalex.org/I4577782","https://openalex.org/I46043019","https://openalex.org/I4923324","https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Esther G\u00f6rnemann","raw_affiliation_strings":["Weizenbaum Institut, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3958-2493","affiliations":[{"raw_affiliation_string":"Weizenbaum Institut, Berlin, Germany","institution_ids":["https://openalex.org/I4210117750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062374036","display_name":"Dinara Talypova","orcid":"https://orcid.org/0000-0002-6612-8061"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dinara Talypova","raw_affiliation_strings":["IT:U, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-6612-8061","affiliations":[{"raw_affiliation_string":"IT:U, Linz, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016771481","display_name":"Simon Parkin","orcid":"https://orcid.org/0000-0002-6667-0440"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Simon Parkin","raw_affiliation_strings":["Multi-Actor Systems/ Organisation and Governance / Cyber Security, TU Delft, Delft, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-6667-0440","affiliations":[{"raw_affiliation_string":"Multi-Actor Systems/ Organisation and Governance / Cyber Security, TU Delft, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118397110","display_name":"Lea Greminger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117750","display_name":"Weizenbaum Institute","ror":"https://ror.org/023kksk09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I176453806","https://openalex.org/I2800804238","https://openalex.org/I2801702882","https://openalex.org/I315704651","https://openalex.org/I4210117750","https://openalex.org/I4577782","https://openalex.org/I46043019","https://openalex.org/I4923324","https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lea Greminger","raw_affiliation_strings":["Weizenbaum Institut, Berlin, Germany"],"raw_orcid":"https://orcid.org/0009-0005-1751-7350","affiliations":[{"raw_affiliation_string":"Weizenbaum Institut, Berlin, Germany","institution_ids":["https://openalex.org/I4210117750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005247877","display_name":"Georgios Smaragdakis","orcid":"https://orcid.org/0000-0002-4127-3617"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Georgios Smaragdakis","raw_affiliation_strings":["Electrical Engineering, Mathematics and Computer Science /Intelligent Systems / Cyber Security, TU Delft, Delft, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-4127-3617","affiliations":[{"raw_affiliation_string":"Electrical Engineering, Mathematics and Computer Science /Intelligent Systems / Cyber Security, TU Delft, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"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":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13851","display_name":"Law, AI, and Intellectual Property","score":0.9434999823570251,"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/audit","display_name":"Audit","score":0.7255804538726807},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.49145495891571045},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.41354769468307495},{"id":"https://openalex.org/keywords/systemic-risk","display_name":"Systemic risk","score":0.41241300106048584},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3929097056388855},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.383523166179657},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35405436158180237},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.2608347535133362},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11468824744224548},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.10885140299797058},{"id":"https://openalex.org/keywords/financial-crisis","display_name":"Financial crisis","score":0.08112171292304993}],"concepts":[{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.7255804538726807},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.49145495891571045},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.41354769468307495},{"id":"https://openalex.org/C144587487","wikidata":"https://www.wikidata.org/wiki/Q1369234","display_name":"Systemic risk","level":3,"score":0.41241300106048584},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3929097056388855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.383523166179657},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35405436158180237},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.2608347535133362},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11468824744224548},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.10885140299797058},{"id":"https://openalex.org/C2778300220","wikidata":"https://www.wikidata.org/wiki/Q114380","display_name":"Financial crisis","level":2,"score":0.08112171292304993},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3707640.3731929","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3707640.3731929","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work","raw_type":"proceedings-article"},{"id":"pmh:oai:weizenbaum-library.de:id/925","is_oa":true,"landing_page_url":"https://www.weizenbaum-library.de/handle/id/925","pdf_url":"https://www.weizenbaum-library.de/bitstreams/917c7171-7628-404b-8a64-b21445c6a6db/download","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"}],"best_oa_location":{"id":"doi:10.1145/3707640.3731929","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3707640.3731929","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G6048289377","display_name":null,"funder_award_id":"16DII131","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321012","display_name":"Technische Universiteit Delft","ror":"https://ror.org/02e2c7k09"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2064679755","https://openalex.org/W3048560297","https://openalex.org/W3154463802","https://openalex.org/W4381572755","https://openalex.org/W4382538068","https://openalex.org/W4385291867","https://openalex.org/W4386246835","https://openalex.org/W4389524379","https://openalex.org/W4391709253","https://openalex.org/W4392669965","https://openalex.org/W4396557515","https://openalex.org/W4396831993","https://openalex.org/W4396832610","https://openalex.org/W4398150831","https://openalex.org/W4400717501","https://openalex.org/W4402705288","https://openalex.org/W4403490182","https://openalex.org/W4403680681","https://openalex.org/W4404534210","https://openalex.org/W4404781558","https://openalex.org/W4404782350","https://openalex.org/W4404783774","https://openalex.org/W4405174743","https://openalex.org/W4405552797","https://openalex.org/W4405627527","https://openalex.org/W6884633647","https://openalex.org/W6966851506"],"related_works":["https://openalex.org/W2114208415","https://openalex.org/W2369233745","https://openalex.org/W2313821829","https://openalex.org/W2125534874","https://openalex.org/W1923764247","https://openalex.org/W2611614597","https://openalex.org/W2619501344","https://openalex.org/W4386500624","https://openalex.org/W2899303483","https://openalex.org/W4240788009"],"abstract_inverted_index":{"This":[0,120],"paper":[1],"investigates":[2],"the":[3,20,34,75,95,109,143],"feasibility":[4],"and":[5,39,47,62,80,90,103,117,132],"potential":[6,96],"role":[7],"of":[8,36,74,97,112],"using":[9],"Large":[10],"Language":[11],"Models":[12],"(LLMs)":[13],"to":[14,99,134],"support":[15],"systemic":[16,139],"risk":[17,140],"audits":[18],"under":[19,142],"European":[21],"Union\u2019s":[22],"Digital":[23],"Services":[24],"Act":[25],"(DSA).":[26],"It":[27],"examines":[28],"how":[29],"automated":[30],"tools":[31,128],"can":[32],"enhance":[33],"work":[35],"DSA":[37],"auditors":[38],"other":[40],"ecosystem":[41],"actors":[42],"by":[43],"enabling":[44],"scalable,":[45],"explainable,":[46],"legally":[48],"grounded":[49],"content":[50],"analysis.":[51],"An":[52],"interdisciplinary":[53],"expert":[54],"workshop":[55],"with":[56],"twelve":[57],"participants":[58],"from":[59],"legal,":[60],"technical,":[61],"social":[63],"science":[64],"backgrounds":[65],"explored":[66],"prompting":[67],"strategies":[68],"for":[69,125,137],"LLM-assisted":[70],"auditing.":[71],"Thematic":[72],"analysis":[73],"sessions":[76],"identified":[77],"key":[78],"challenges":[79],"design":[81],"considerations,":[82],"including":[83],"prompt":[84],"engineering,":[85],"model":[86],"interpretability,":[87],"legal":[88],"alignment,":[89],"user":[91],"empowerment.":[92],"Findings":[93],"highlight":[94],"LLMs":[98],"improve":[100],"annotation":[101],"workflows":[102],"expand":[104],"audit":[105],"scale,":[106],"while":[107],"underscoring":[108],"continued":[110],"importance":[111],"human":[113],"oversight,":[114],"iterative":[115],"testing,":[116],"cross-disciplinary":[118],"collaboration.":[119],"study":[121],"offers":[122],"practical":[123],"insights":[124],"integrating":[126],"AI":[127],"into":[129],"auditing":[130],"processes":[131],"contributes":[133],"emerging":[135],"methodologies":[136],"operationalizing":[138],"evaluations":[141],"DSA.":[144]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
