{"id":"https://openalex.org/W7166842621","doi":"https://doi.org/10.18653/v1/2026.semeval-1.297","title":"IReLIIT(BHU) at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization","display_name":"IReLIIT(BHU) at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166842621","doi":"https://doi.org/10.18653/v1/2026.semeval-1.297"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.semeval-1.297","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.semeval-1.297","pdf_url":"https://aclanthology.org/2026.semeval-1.297.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-1.297.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139777414","display_name":"Soumadip Majumder","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Soumadip Majumder","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078060919","display_name":"Arjun Mukherjee","orcid":"https://orcid.org/0000-0002-8896-604X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arjun Mukherjee","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122776933","display_name":"Krishna Tewari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krishna Tewari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139721615","display_name":"Sanjaya Lenka","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sanjaya Lenka","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5079376020","display_name":"Sukomal Pal","orcid":"https://orcid.org/0000-0001-8743-9830"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sukomal Pal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88187373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2354","last_page":"2358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.14010000228881836,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.14010000228881836,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T10028","display_name":"Topic Modeling","score":0.08829999715089798,"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/T12488","display_name":"Mental Health via Writing","score":0.06939999759197235,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5123000144958496},{"id":"https://openalex.org/keywords/polarization","display_name":"Polarization (electrochemistry)","score":0.35670000314712524},{"id":"https://openalex.org/keywords/multiculturalism","display_name":"Multiculturalism","score":0.3343000113964081},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.25609999895095825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5532000064849854},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5123000144958496},{"id":"https://openalex.org/C205049153","wikidata":"https://www.wikidata.org/wiki/Q2698605","display_name":"Polarization (electrochemistry)","level":2,"score":0.35670000314712524},{"id":"https://openalex.org/C542530943","wikidata":"https://www.wikidata.org/wiki/Q190656","display_name":"Multiculturalism","level":2,"score":0.3343000113964081},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32670000195503235},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3246999979019165},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27869999408721924},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.25609999895095825},{"id":"https://openalex.org/C2982933515","wikidata":"https://www.wikidata.org/wiki/Q104381823","display_name":"Public access","level":2,"score":0.24639999866485596},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.22589999437332153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.semeval-1.297","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.semeval-1.297","pdf_url":"https://aclanthology.org/2026.semeval-1.297.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-1.297","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.semeval-1.297","pdf_url":"https://aclanthology.org/2026.semeval-1.297.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":0.5456652641296387,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166842621.pdf","grobid_xml":"https://content.openalex.org/works/W7166842621.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,11,51],"IReL_IIT(BHU)":[4],"submission":[5],"to":[6,46],"SemEval-2026":[7],"Task":[8],"9":[9],"for":[10,64],"Chinese":[12],"language":[13],"track.We":[14],"participated":[15],"in":[16],"all":[17],"three":[18],"subtasks:":[19],"binary":[20],"polarization":[21,24],"detection,":[22],"multi-label":[23,28],"type":[25],"classification,":[26],"and":[27,43,62,68],"manifestation":[29],"identification.Our":[30],"approach":[31],"is":[32],"based":[33],"on":[34,71],"a":[35],"unified":[36],"transformerbased":[37],"framework":[38],"with":[39],"cross-validation,":[40],"prediction":[41],"aggregation,":[42],"threshold":[44],"optimization":[45],"improve":[47],"robustness":[48],"across":[49],"tasks.On":[50],"official":[52],"evaluation,":[53],"our":[54],"systems":[55],"achieved":[56],"Macro-F1":[57],"scores":[58],"of":[59],"0.9081,":[60],"0.7962,":[61],"0.6484":[63],"Subtasks":[65],"1,":[66],"2,":[67],"3,":[69],"respectively":[70],"test":[72],"data.":[73]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-07-02T00:00:00"}
