{"id":"https://openalex.org/W4212772002","doi":"https://doi.org/10.1007/978-3-030-96957-8_20","title":"Exploiting Transformer-Based Multitask Learning for\u00a0the\u00a0Detection of\u00a0Media Bias in\u00a0News Articles","display_name":"Exploiting Transformer-Based Multitask Learning for\u00a0the\u00a0Detection of\u00a0Media Bias in\u00a0News Articles","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4212772002","doi":"https://doi.org/10.1007/978-3-030-96957-8_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-96957-8_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-96957-8_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2211.03491","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041704286","display_name":"Timo Spinde","orcid":"https://orcid.org/0000-0003-3471-4127"},"institutions":[{"id":"https://openalex.org/I167360494","display_name":"University of Wuppertal","ror":"https://ror.org/00613ak93","country_code":"DE","type":"education","lineage":["https://openalex.org/I167360494"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Timo Spinde","raw_affiliation_strings":["University of Wuppertal, Wuppertal, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3471-4127","affiliations":[{"raw_affiliation_string":"University of Wuppertal, Wuppertal, Germany","institution_ids":["https://openalex.org/I167360494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074732252","display_name":"Jan-David Krieger","orcid":"https://orcid.org/0000-0002-5360-2078"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan-David Krieger","raw_affiliation_strings":["University of Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5360-2078","affiliations":[{"raw_affiliation_string":"University of Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081763922","display_name":"Terry Ruas","orcid":"https://orcid.org/0000-0002-9440-780X"},"institutions":[{"id":"https://openalex.org/I167360494","display_name":"University of Wuppertal","ror":"https://ror.org/00613ak93","country_code":"DE","type":"education","lineage":["https://openalex.org/I167360494"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Terry Ruas","raw_affiliation_strings":["University of Wuppertal, Wuppertal, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9440-780X","affiliations":[{"raw_affiliation_string":"University of Wuppertal, Wuppertal, Germany","institution_ids":["https://openalex.org/I167360494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019466280","display_name":"Jelena Mitrovi\u0107","orcid":"https://orcid.org/0000-0003-3220-8749"},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jelena Mitrovi\u0107","raw_affiliation_strings":["Institute for Artificial Intelligence Research and Development of Serbia, University of Passau, Passau, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3220-8749","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence Research and Development of Serbia, University of Passau, Passau, Germany","institution_ids":["https://openalex.org/I186354981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062716958","display_name":"Franz G\u00f6tz-Hahn","orcid":"https://orcid.org/0000-0003-3465-5040"},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Franz G\u00f6tz-Hahn","raw_affiliation_strings":["University of Kassel, Kassel, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3465-5040","affiliations":[{"raw_affiliation_string":"University of Kassel, Kassel, Germany","institution_ids":["https://openalex.org/I106157433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041062417","display_name":"Akiko Aizawa","orcid":"https://orcid.org/0000-0001-6544-5076"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Akiko Aizawa","raw_affiliation_strings":["NII Tokyo, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0001-6544-5076","affiliations":[{"raw_affiliation_string":"NII Tokyo, Tokyo, Japan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058837356","display_name":"B\u00e9la Gipp","orcid":"https://orcid.org/0000-0001-6522-3019"},"institutions":[{"id":"https://openalex.org/I167360494","display_name":"University of Wuppertal","ror":"https://ror.org/00613ak93","country_code":"DE","type":"education","lineage":["https://openalex.org/I167360494"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bela Gipp","raw_affiliation_strings":["University of Wuppertal, Wuppertal, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6522-3019","affiliations":[{"raw_affiliation_string":"University of Wuppertal, Wuppertal, Germany","institution_ids":["https://openalex.org/I167360494"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5041704286"],"corresponding_institution_ids":["https://openalex.org/I167360494"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.1896,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.97575086,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9991999864578247,"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":0.9991999864578247,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9986000061035156,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9983000159263611,"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":0.855485200881958},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6622892022132874},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.5572108030319214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4659024178981781},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3794479966163635},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.376914918422699},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1601462960243225},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09791859984397888},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.04993855953216553}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.855485200881958},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6622892022132874},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.5572108030319214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4659024178981781},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3794479966163635},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.376914918422699},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1601462960243225},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09791859984397888},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.04993855953216553},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-96957-8_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-96957-8_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2211.03491","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.03491","pdf_url":"https://arxiv.org/pdf/2211.03491","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":null,"raw_type":"text"},{"id":"pmh:oai:publications.goettingen-research-online.de:2/106592","is_oa":true,"landing_page_url":"https://resolver.sub.uni-goettingen.de/purl?gro-2/106592","pdf_url":null,"source":{"id":"https://openalex.org/S4306401634","display_name":"GoeScholar  The Publication Server of the Georg-August-Universit\u00e4t G\u00f6ttingen (Georg-August-Universit\u00e4t G\u00f6ttingen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210122495","host_organization_name":"Asklepios Klinik St. Georg","host_organization_lineage":["https://openalex.org/I4210122495"],"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":"no"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2211.03491","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.03491","pdf_url":"https://arxiv.org/pdf/2211.03491","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":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W136732505","https://openalex.org/W1522301498","https://openalex.org/W1840435438","https://openalex.org/W2007178835","https://openalex.org/W2113459411","https://openalex.org/W2114524997","https://openalex.org/W2132083787","https://openalex.org/W2145451908","https://openalex.org/W2293583072","https://openalex.org/W2624871570","https://openalex.org/W2739351760","https://openalex.org/W2798279345","https://openalex.org/W2901215301","https://openalex.org/W2923014074","https://openalex.org/W2963341956","https://openalex.org/W2963854351","https://openalex.org/W2970597249","https://openalex.org/W2970879410","https://openalex.org/W2978017171","https://openalex.org/W2980708516","https://openalex.org/W2991203612","https://openalex.org/W2997200074","https://openalex.org/W3029492690","https://openalex.org/W3033129824","https://openalex.org/W3046904879","https://openalex.org/W3096259383","https://openalex.org/W3100201982","https://openalex.org/W3104033643","https://openalex.org/W3122710292","https://openalex.org/W3127474531","https://openalex.org/W3130090378","https://openalex.org/W3138270512","https://openalex.org/W3156491329","https://openalex.org/W3213844504","https://openalex.org/W4200312743","https://openalex.org/W4200342516","https://openalex.org/W4200373081","https://openalex.org/W4205331174","https://openalex.org/W4232050619","https://openalex.org/W4287179421","https://openalex.org/W4287194945","https://openalex.org/W4287824654","https://openalex.org/W4385245566","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
