{"id":"https://openalex.org/W2953775375","doi":"https://doi.org/10.18653/v1/s19-2078","title":"ltl.uni-due at SemEval-2019 Task 5: Simple but Effective Lexico-Semantic Features for Detecting Hate Speech in Twitter","display_name":"ltl.uni-due at SemEval-2019 Task 5: Simple but Effective Lexico-Semantic Features for Detecting Hate Speech in Twitter","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2953775375","doi":"https://doi.org/10.18653/v1/s19-2078","mag":"2953775375"},"language":"en","primary_location":{"id":"doi:10.18653/v1/s19-2078","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s19-2078","pdf_url":"https://aclanthology.org/S19-2078.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 13th International Workshop on Semantic Evaluation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/S19-2078.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004367351","display_name":"Huangpan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Huangpan Zhang","raw_affiliation_strings":["Language Technology Lab, University of Duisburg-Essen"],"affiliations":[{"raw_affiliation_string":"Language Technology Lab, University of Duisburg-Essen","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075957911","display_name":"Michael Wojatzki","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Wojatzki","raw_affiliation_strings":["Language Technology Lab, University of Duisburg-Essen"],"affiliations":[{"raw_affiliation_string":"Language Technology Lab, University of Duisburg-Essen","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061518316","display_name":"Tobias Horsmann","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Horsmann","raw_affiliation_strings":["Language Technology Lab, University of Duisburg-Essen"],"affiliations":[{"raw_affiliation_string":"Language Technology Lab, University of Duisburg-Essen","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072459546","display_name":"Torsten Zesch","orcid":"https://orcid.org/0000-0002-9678-3825"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Torsten Zesch","raw_affiliation_strings":["Language Technology Lab, University of Duisburg-Essen"],"affiliations":[{"raw_affiliation_string":"Language Technology Lab, University of Duisburg-Essen","institution_ids":["https://openalex.org/I62318514"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004367351"],"corresponding_institution_ids":["https://openalex.org/I62318514"],"apc_list":null,"apc_paid":null,"fwci":0.289,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6590674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"441","last_page":"446"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9998999834060669,"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/computer-science","display_name":"Computer science","score":0.8330233097076416},{"id":"https://openalex.org/keywords/semeval","display_name":"SemEval","score":0.7798559069633484},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7521224617958069},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6716213822364807},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.654978334903717},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6091915965080261},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5456323623657227},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4426082670688629},{"id":"https://openalex.org/keywords/lexico","display_name":"Lexico","score":0.4395323693752289},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.363967627286911}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8330233097076416},{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.7798559069633484},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7521224617958069},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6716213822364807},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.654978334903717},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6091915965080261},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5456323623657227},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4426082670688629},{"id":"https://openalex.org/C2777776507","wikidata":"https://www.wikidata.org/wiki/Q4807054","display_name":"Lexico","level":3,"score":0.4395323693752289},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.363967627286911},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/s19-2078","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s19-2078","pdf_url":"https://aclanthology.org/S19-2078.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 13th International Workshop on Semantic Evaluation","raw_type":"proceedings-article"},{"id":"pmh:oai:duepublico2.uni-due.de:duepublico_mods_00072064","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/S19-2078","pdf_url":"https://nbn-resolving.org/urn:nbn:de:hbz:464-20211018-140300-1","source":{"id":"https://openalex.org/S4306400212","display_name":"DuEPublico (University of Duisburg-Essen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62318514","host_organization_name":"University of Duisburg-Essen","host_organization_lineage":["https://openalex.org/I62318514"],"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":null,"raw_type":"doc-type:conferenceObject"}],"best_oa_location":{"id":"doi:10.18653/v1/s19-2078","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s19-2078","pdf_url":"https://aclanthology.org/S19-2078.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 13th International Workshop on Semantic Evaluation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G1090148322","display_name":null,"funder_award_id":"GRK 2167","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G2962039251","display_name":null,"funder_award_id":"No. GRK","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5106512922","display_name":null,"funder_award_id":"Deutsche Forschungsgemeinschaft (DFG","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6024419964","display_name":null,"funder_award_id":"Deutsche Forschungsgemeinschaft (DFG)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6052429835","display_name":null,"funder_award_id":"(DFG)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2953775375.pdf","grobid_xml":"https://content.openalex.org/works/W2953775375.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W78136081","https://openalex.org/W371426616","https://openalex.org/W1522301498","https://openalex.org/W1570448133","https://openalex.org/W2153635508","https://openalex.org/W2251087009","https://openalex.org/W2251939518","https://openalex.org/W2295598076","https://openalex.org/W2473555522","https://openalex.org/W2585712495","https://openalex.org/W2740168486","https://openalex.org/W2782087822","https://openalex.org/W2803765190","https://openalex.org/W2806254723","https://openalex.org/W2896457183","https://openalex.org/W2954226438","https://openalex.org/W2962772361","https://openalex.org/W2963341956","https://openalex.org/W2964121744","https://openalex.org/W2982518628","https://openalex.org/W3102476541","https://openalex.org/W3120421331","https://openalex.org/W4294367149","https://openalex.org/W4300849630"],"related_works":["https://openalex.org/W1988325893","https://openalex.org/W3029012650","https://openalex.org/W2776212826","https://openalex.org/W3214323197","https://openalex.org/W2805679416","https://openalex.org/W2383111961","https://openalex.org/W2805889480","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"our":[5,77],"contribution":[6],"to":[7],"SemEval":[8],"2019":[9],"Task":[10],"5":[11],"Multilingual":[12],"Detection":[13],"of":[14,28,62,83],"Hate,":[15],"specifically":[16],"in":[17,45],"the":[18,35,40,65,70,74],"Subtask":[19],"A":[20],"(English":[21],"and":[22,30,38,56,68],"Spanish).":[23],"We":[24],"compare":[25],"different":[26],"configurations":[27],"shallow":[29],"deep":[31],"learning":[32],"approaches":[33],"on":[34,64],"English":[36,66],"data":[37,67,76],"use":[39],"system":[41,51,78],"that":[42],"performs":[43],"best":[44],"both":[46],"sub-tasks.":[47],"The":[48],"resulting":[49],"SVM-based":[50],"with":[52],"lexicosemantic":[53],"features":[54],"(n-grams":[55],"embeddings)":[57],"is":[58,79],"ranked":[59,80],"23rd":[60],"out":[61,82],"69":[63],"beats":[69],"baseline":[71],"system.":[72],"On":[73],"Spanish":[75],"25th":[81],"39.":[84]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
