{"id":"https://openalex.org/W2250730878","doi":"https://doi.org/10.3115/v1/w15-0509","title":"From Argumentation Mining to Stance Classification","display_name":"From Argumentation Mining to Stance Classification","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2250730878","doi":"https://doi.org/10.3115/v1/w15-0509","mag":"2250730878"},"language":"en","primary_location":{"id":"doi:10.3115/v1/w15-0509","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w15-0509","pdf_url":"https://aclanthology.org/W15-0509.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 2nd Workshop on Argumentation Mining","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/W15-0509.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001813396","display_name":"Parinaz Sobhani","orcid":"https://orcid.org/0000-0003-3210-3947"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Parinaz Sobhani","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009188443","display_name":"Diana Inkpen","orcid":"https://orcid.org/0000-0002-0202-2444"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Diana Inkpen","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042893723","display_name":"Stan Matwin","orcid":"https://orcid.org/0000-0001-6629-8434"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["CA","CZ","PL"],"is_corresponding":false,"raw_author_name":"Stan Matwin","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University","Institute of Computer Science, Polish Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University","institution_ids":["https://openalex.org/I129902397"]},{"raw_affiliation_string":"Institute of Computer Science, Polish Academy of Sciences","institution_ids":["https://openalex.org/I4210155092","https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009188443"],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":8.4363,"has_fulltext":true,"cited_by_count":82,"citation_normalized_percentile":{"value":0.98330337,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994000196456909,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994000196456909,"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/T10028","display_name":"Topic Modeling","score":0.9976999759674072,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9962999820709229,"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/argument","display_name":"Argument (complex analysis)","score":0.7366589307785034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7358589172363281},{"id":"https://openalex.org/keywords/argumentation-theory","display_name":"Argumentation theory","score":0.7114614248275757},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6412494778633118},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.6369985938072205},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.597088098526001},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.5562249422073364},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.534426748752594},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46167871356010437},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.43743857741355896},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08448174595832825}],"concepts":[{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.7366589307785034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7358589172363281},{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.7114614248275757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6412494778633118},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.6369985938072205},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.597088098526001},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.5562249422073364},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.534426748752594},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46167871356010437},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.43743857741355896},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08448174595832825},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3115/v1/w15-0509","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w15-0509","pdf_url":"https://aclanthology.org/W15-0509.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 2nd Workshop on Argumentation Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.3115/v1/w15-0509","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w15-0509","pdf_url":"https://aclanthology.org/W15-0509.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 2nd Workshop on Argumentation Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5199999809265137,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2250730878.pdf","grobid_xml":"https://content.openalex.org/works/W2250730878.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W99991519","https://openalex.org/W106250223","https://openalex.org/W106870163","https://openalex.org/W1733704070","https://openalex.org/W1867510021","https://openalex.org/W1880262756","https://openalex.org/W1992042274","https://openalex.org/W2000437241","https://openalex.org/W2013029404","https://openalex.org/W2020345959","https://openalex.org/W2051167956","https://openalex.org/W2096110600","https://openalex.org/W2098420572","https://openalex.org/W2113359929","https://openalex.org/W2115023510","https://openalex.org/W2129294185","https://openalex.org/W2134742119","https://openalex.org/W2135029798","https://openalex.org/W2145327091","https://openalex.org/W2149537132","https://openalex.org/W2150248423","https://openalex.org/W2151117253","https://openalex.org/W2154970197","https://openalex.org/W2159396192","https://openalex.org/W2162652355","https://openalex.org/W2163455955","https://openalex.org/W2163735782","https://openalex.org/W2166706824","https://openalex.org/W2250397934","https://openalex.org/W2251521080","https://openalex.org/W2252095873","https://openalex.org/W2349283453","https://openalex.org/W2951278869","https://openalex.org/W2952186591","https://openalex.org/W3143596294","https://openalex.org/W4246180809","https://openalex.org/W4285719527","https://openalex.org/W4389003959"],"related_works":["https://openalex.org/W2511305084","https://openalex.org/W2769501189","https://openalex.org/W2046435924","https://openalex.org/W4315588616","https://openalex.org/W4312773271","https://openalex.org/W2077815492","https://openalex.org/W3036391810","https://openalex.org/W3125673773","https://openalex.org/W3123591583","https://openalex.org/W2888805565"],"abstract_inverted_index":{"Argumentation":[0],"mining":[1],"and":[2,51,61],"stance":[3,74],"classification":[4],"were":[5],"recently":[6],"introduced":[7],"as":[8],"interesting":[9],"tasks":[10],"in":[11],"text":[12],"mining.":[13],"In":[14],"this":[15],"paper,":[16],"a":[17,53],"novel":[18],"framework":[19],"for":[20,34,73],"argument":[21,35,59],"tagging":[22,36],"based":[23],"on":[24],"topic":[25],"modeling":[26],"is":[27,48,65],"proposed.":[28],"Unlike":[29],"other":[30],"machine":[31],"learning":[32],"approaches":[33],"which":[37],"often":[38],"require":[39],"large":[40],"set":[41,60],"of":[42],"labeled":[43],"data,":[44],"the":[45,57,62],"proposed":[46],"model":[47],"minimally":[49],"supervised":[50],"merely":[52],"one-to-one":[54],"mapping":[55],"between":[56],"pre-defined":[58],"extracted":[63,68],"topics":[64],"required.":[66],"These":[67],"arguments":[69],"are":[70],"subsequently":[71],"exploited":[72],"classification.":[75]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}