{"id":"https://openalex.org/W7166829416","doi":"https://doi.org/10.18653/v1/2026.semeval-1.64","title":"mdok-style at SemEval-2026 Task 10: Finetuning LLMs for Conspiracy Detection","display_name":"mdok-style at SemEval-2026 Task 10: Finetuning LLMs for Conspiracy Detection","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166829416","doi":"https://doi.org/10.18653/v1/2026.semeval-1.64"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.semeval-1.64","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.semeval-1.64","pdf_url":"https://aclanthology.org/2026.semeval-1.64.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Workshop on Semantic Evaluation (2026)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2026.semeval-1.64.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079722422","display_name":"Dominik Macko","orcid":"https://orcid.org/0000-0002-8235-2004"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Dominik Macko","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5079722422"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.90335924,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"446","last_page":"450"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9607999920845032,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9607999920845032,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.00419999985024333,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.0026000000070780516,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6654000282287598},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.27489998936653137},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.23399999737739563}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6654000282287598},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5182999968528748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3596999943256378},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.350600004196167},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31459999084472656},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3125},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2775000035762787},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.24079999327659607},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.23399999737739563}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.semeval-1.64","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.semeval-1.64","pdf_url":"https://aclanthology.org/2026.semeval-1.64.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Workshop on Semantic Evaluation (2026)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.semeval-1.64","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.semeval-1.64","pdf_url":"https://aclanthology.org/2026.semeval-1.64.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Workshop on Semantic Evaluation (2026)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5890681743621826,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166829416.pdf","grobid_xml":"https://content.openalex.org/works/W7166829416.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"SemEval-2026":[0],"Task":[1],"10":[2],"is":[3,10,51],"focused":[4],"on":[5],"conspiracy":[6,19,79],"detection.Specifically,":[7],"the":[8,41,56],"goal":[9],"to":[11,39],"detect":[12],"whether":[13],"a":[14,18,32,45],"Reddit":[15],"comment":[16],"expresses":[17],"belief.Our":[20],"submitted":[21,49],"mdok-style":[22],"system":[23,50],"utilizes":[24],"data":[25],"augmentation":[26],"and":[27],"self-training":[28],"(to":[29],"cope":[30],"with":[31],"rather":[33],"small":[34],"amount":[35],"of":[36,61],"training":[37],"data)":[38],"finetune":[40],"Qwen3-32B":[42],"model":[43],"for":[44,78],"binary":[46],"text-classification":[47],"task.The":[48],"very":[52],"competitive,":[53],"ranking":[54],"in":[55,71],"85th":[57],"percentile":[58],"(8th":[59],"out":[60],"52":[62],"submissions).The":[63],"results":[64],"shown":[65],"that":[66],"our":[67],"approach,":[68],"which":[69],"originated":[70],"machine-generated":[72],"text":[73],"detection,":[74],"can":[75],"be":[76],"used":[77],"detection":[80],"as":[81],"well.":[82]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-07-02T00:00:00"}