{"id":"https://openalex.org/W2616926666","doi":"https://doi.org/10.18653/v1/w17-3004","title":"Deep Learning for User Comment Moderation","display_name":"Deep Learning for User Comment Moderation","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2616926666","doi":"https://doi.org/10.18653/v1/w17-3004","mag":"2616926666"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w17-3004","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-3004","pdf_url":"https://www.aclweb.org/anthology/W17-3004.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 First Workshop on Abusive Language Online","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W17-3004.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033894687","display_name":"John Pavlopoulos","orcid":"https://orcid.org/0000-0001-9188-7425"},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"John Pavlopoulos","raw_affiliation_strings":["Athens, Greece","Athens University of Economics and Business, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athens, Greece","institution_ids":[]},{"raw_affiliation_string":"Athens University of Economics and Business, Athens, Greece","institution_ids":["https://openalex.org/I73142707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016618602","display_name":"Prodromos Malakasiotis","orcid":"https://orcid.org/0009-0008-0055-5598"},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Prodromos Malakasiotis","raw_affiliation_strings":["Athens, Greece","Athens University of Economics and Business, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athens, Greece","institution_ids":[]},{"raw_affiliation_string":"Athens University of Economics and Business, Athens, Greece","institution_ids":["https://openalex.org/I73142707"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069270736","display_name":"Ion Androutsopoulos","orcid":"https://orcid.org/0009-0000-2969-0509"},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ion Androutsopoulos","raw_affiliation_strings":["StrainTek Athens, Greece","Athens University of Economics and Business, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"StrainTek Athens, Greece","institution_ids":[]},{"raw_affiliation_string":"Athens University of Economics and Business, Athens, Greece","institution_ids":["https://openalex.org/I73142707"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I73142707"],"apc_list":null,"apc_paid":null,"fwci":1.8581,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88960283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T13157","display_name":"Cancer-related gene regulation","score":0.9710999727249146,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9491000175476074,"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/moderation","display_name":"Moderation","score":0.9208105802536011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8053981065750122},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.7489522099494934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5706017017364502},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5372936725616455},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49083882570266724},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44210952520370483},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.41419243812561035},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3377496302127838},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3221658170223236},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.10264676809310913}],"concepts":[{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.9208105802536011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8053981065750122},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7489522099494934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5706017017364502},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5372936725616455},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49083882570266724},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44210952520370483},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.41419243812561035},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3377496302127838},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3221658170223236},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.10264676809310913},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.18653/v1/w17-3004","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-3004","pdf_url":"https://www.aclweb.org/anthology/W17-3004.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 First Workshop on Abusive Language Online","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1705.09993","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1705.09993","pdf_url":"https://arxiv.org/pdf/1705.09993","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2616926666","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1705.09993.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1705.09993","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1705.09993","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.18653/v1/w17-3004","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-3004","pdf_url":"https://www.aclweb.org/anthology/W17-3004.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 First Workshop on Abusive Language Online","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2616926666.pdf","grobid_xml":"https://content.openalex.org/works/W2616926666.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W78136081","https://openalex.org/W1071251684","https://openalex.org/W1492737170","https://openalex.org/W1689711448","https://openalex.org/W1733704070","https://openalex.org/W1880262756","https://openalex.org/W1899794420","https://openalex.org/W1904365287","https://openalex.org/W1930624869","https://openalex.org/W2047449974","https://openalex.org/W2070493638","https://openalex.org/W2094583780","https://openalex.org/W2097726431","https://openalex.org/W2101609803","https://openalex.org/W2119769989","https://openalex.org/W2119821739","https://openalex.org/W2131774270","https://openalex.org/W2138245071","https://openalex.org/W2141599568","https://openalex.org/W2145162117","https://openalex.org/W2147880316","https://openalex.org/W2153222072","https://openalex.org/W2156202195","https://openalex.org/W2163544880","https://openalex.org/W2209227144","https://openalex.org/W2250489604","https://openalex.org/W2250539671","https://openalex.org/W2251920663","https://openalex.org/W2340954483","https://openalex.org/W2401080074","https://openalex.org/W2401383085","https://openalex.org/W2473555522","https://openalex.org/W2513959045","https://openalex.org/W2540646130","https://openalex.org/W2557283755","https://openalex.org/W2577656483","https://openalex.org/W2621299976","https://openalex.org/W2740912275","https://openalex.org/W2949335953","https://openalex.org/W2949547296","https://openalex.org/W2949888546","https://openalex.org/W2950577311","https://openalex.org/W2950635152","https://openalex.org/W2951527505","https://openalex.org/W2962809001","https://openalex.org/W2963042536","https://openalex.org/W2963177662","https://openalex.org/W2964121744","https://openalex.org/W2964259493","https://openalex.org/W2964308564","https://openalex.org/W3103061166","https://openalex.org/W3151392175","https://openalex.org/W3152231500","https://openalex.org/W6663125930"],"related_works":["https://openalex.org/W2540646130","https://openalex.org/W3081561446","https://openalex.org/W2744313481","https://openalex.org/W3200156875","https://openalex.org/W3132208431","https://openalex.org/W2915909857","https://openalex.org/W3200057039","https://openalex.org/W3162113030","https://openalex.org/W2987105086","https://openalex.org/W2922184427","https://openalex.org/W2970090256","https://openalex.org/W3155743827","https://openalex.org/W3112840767","https://openalex.org/W3135801508","https://openalex.org/W3213218849","https://openalex.org/W2897404047","https://openalex.org/W2757541972","https://openalex.org/W2905815521","https://openalex.org/W2912295172","https://openalex.org/W2997097677"],"abstract_inverted_index":{"Experimenting":[0],"with":[1],"a":[2,10,52,55],"new":[3],"dataset":[4],"of":[5,17,30,45],"1.6M":[6],"user":[7],"comments":[8],"from":[9],"Greek":[11],"news":[12],"portal":[13],"and":[14,54,62],"existing":[15],"datasets":[16],"English":[18],"Wikipedia":[19],"comments,":[20],"we":[21],"show":[22],"that":[23],"an":[24],"RNN":[25],"outperforms":[26],"the":[27,31,42,46],"previous":[28],"state":[29],"art":[32],"in":[33],"moderation.":[34,64],"A":[35],"deep,":[36],"classification-specific":[37],"attention":[38],"mechanism":[39],"improves":[40],"further":[41],"overall":[43],"performance":[44],"RNN.":[47],"We":[48],"also":[49],"compare":[50],"against":[51],"CNN":[53],"word-list":[56],"baseline,":[57],"considering":[58],"both":[59],"fully":[60],"automatic":[61],"semi-automatic":[63]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}