{"id":"https://openalex.org/W2807436356","doi":"https://doi.org/10.18653/v1/s18-1016","title":"LT3 at SemEval-2018 Task 1: A classifier chain to detect emotions in tweets","display_name":"LT3 at SemEval-2018 Task 1: A classifier chain to detect emotions in tweets","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2807436356","doi":"https://doi.org/10.18653/v1/s18-1016","mag":"2807436356"},"language":"en","primary_location":{"id":"doi:10.18653/v1/s18-1016","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s18-1016","pdf_url":"https://www.aclweb.org/anthology/S18-1016.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 12th 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://www.aclweb.org/anthology/S18-1016.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022634644","display_name":"Luna De Bruyne","orcid":"https://orcid.org/0000-0002-5288-1650"},"institutions":[{"id":"https://openalex.org/I12607205","display_name":"HOGENT University of Applied Sciences and Arts","ror":"https://ror.org/00rs45z86","country_code":"BE","type":"education","lineage":["https://openalex.org/I12607205"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Luna De Bruyne","raw_affiliation_strings":["Language and Translation Technology Team, Ghent University Groot-Brittannilaan 45, 9000 Ghent, Belgium","Language and Translation Technology Team, Ghent University Groot-Brittanni\u00eblaan 45, 9000 Ghent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Language and Translation Technology Team, Ghent University Groot-Brittannilaan 45, 9000 Ghent, Belgium","institution_ids":["https://openalex.org/I32597200","https://openalex.org/I12607205"]},{"raw_affiliation_string":"Language and Translation Technology Team, Ghent University Groot-Brittanni\u00eblaan 45, 9000 Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081335221","display_name":"Orph\u00e9e De Clercq","orcid":"https://orcid.org/0000-0002-6090-5552"},"institutions":[{"id":"https://openalex.org/I12607205","display_name":"HOGENT University of Applied Sciences and Arts","ror":"https://ror.org/00rs45z86","country_code":"BE","type":"education","lineage":["https://openalex.org/I12607205"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Orphee De Clercq","raw_affiliation_strings":["Language and Translation Technology Team, Ghent University Groot-Brittannilaan 45, 9000 Ghent, Belgium","Language and Translation Technology Team, Ghent University Groot-Brittanni\u00eblaan 45, 9000 Ghent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Language and Translation Technology Team, Ghent University Groot-Brittannilaan 45, 9000 Ghent, Belgium","institution_ids":["https://openalex.org/I32597200","https://openalex.org/I12607205"]},{"raw_affiliation_string":"Language and Translation Technology Team, Ghent University Groot-Brittanni\u00eblaan 45, 9000 Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019867041","display_name":"V\u00e9ronique Hoste","orcid":"https://orcid.org/0000-0002-0539-4630"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Veronique Hoste","raw_affiliation_strings":["Language and Translation Technology Team, Ghent University Groot-Brittanni\u00eblaan 45, 9000 Ghent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Language and Translation Technology Team, Ghent University Groot-Brittanni\u00eblaan 45, 9000 Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0137,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.82404346,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"123","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9965000152587891,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/semeval","display_name":"SemEval","score":0.8965764045715332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7723401784896851},{"id":"https://openalex.org/keywords/jaccard-index","display_name":"Jaccard index","score":0.7081502676010132},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6627919673919678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.635831892490387},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5618403553962708},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.46042677760124207},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4074409306049347},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33223211765289307}],"concepts":[{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.8965764045715332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7723401784896851},{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.7081502676010132},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6627919673919678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.635831892490387},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5618403553962708},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.46042677760124207},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4074409306049347},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33223211765289307},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/s18-1016","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s18-1016","pdf_url":"https://www.aclweb.org/anthology/S18-1016.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 12th International Workshop on Semantic Evaluation","raw_type":"proceedings-article"},{"id":"pmh:oai:archive.ugent.be:8564153","is_oa":true,"landing_page_url":"https://biblio.ugent.be/publication/8564153","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"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":"Proceedings of The 12th International Workshop on Semantic Evaluation","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.18653/v1/s18-1016","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s18-1016","pdf_url":"https://www.aclweb.org/anthology/S18-1016.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 12th International Workshop on Semantic Evaluation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5899999737739563,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2807436356.pdf","grobid_xml":"https://content.openalex.org/works/W2807436356.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1570448133","https://openalex.org/W1800296434","https://openalex.org/W1966797434","https://openalex.org/W1971222444","https://openalex.org/W2023736093","https://openalex.org/W2066064791","https://openalex.org/W2081580037","https://openalex.org/W2101234009","https://openalex.org/W2107031757","https://openalex.org/W2165075134","https://openalex.org/W2168493061","https://openalex.org/W2294703018","https://openalex.org/W2805744755","https://openalex.org/W2806227953","https://openalex.org/W2963177779","https://openalex.org/W2963223838","https://openalex.org/W4300870773","https://openalex.org/W4386506836"],"related_works":["https://openalex.org/W2441762250","https://openalex.org/W2128514324","https://openalex.org/W3186948874","https://openalex.org/W3116646283","https://openalex.org/W3114100246","https://openalex.org/W2563096758","https://openalex.org/W2964177319","https://openalex.org/W3082447286","https://openalex.org/W4297408405","https://openalex.org/W4287854812"],"abstract_inverted_index":{"This":[0,44],"paper":[1],"presents":[2],"an":[3,46],"emotion":[4,56],"classification":[5],"system":[6,25,85],"for":[7,11,53],"English":[8],"tweets,":[9],"submitted":[10],"the":[12,62,65,82],"SemEval":[13],"shared":[14],"task":[15],"on":[16],"Affect":[17],"in":[18],"Tweets,":[19],"subtask":[20],"5:":[21],"Detecting":[22],"Emotions.":[23],"The":[24,71],"combines":[26],"lexicon,":[27],"n-gram,":[28],"style,":[29],"syntactic":[30],"and":[31,100,106],"semantic":[32],"features.":[33,70],"For":[34],"this":[35],"multi-class":[36],"multilabel":[37,79],"problem,":[38],"we":[39],"created":[40],"a":[41,78,95],"classifier":[42],"chain.":[43],"is":[45],"ensemble":[47],"of":[48,64,81,98,104],"eleven":[49],"binary":[50],"classifiers,":[51],"one":[52],"each":[54,59],"possible":[55],"category,":[57],"where":[58],"model":[60],"gets":[61],"predictions":[63],"preceding":[66],"models":[67],"as":[68],"additional":[69],"predicted":[72],"labels":[73],"are":[74],"combined":[75],"to":[76],"get":[77],"representation":[80],"predictions.":[83],"Our":[84],"was":[86],"ranked":[87],"eleventh":[88],"among":[89],"thirty":[90],"five":[91],"participating":[92],"teams,":[93],"with":[94],"Jaccard":[96],"accuracy":[97],"52.0%":[99],"macro-and":[101],"micro-average":[102],"F1scores":[103],"49.3%":[105],"64.0%,":[107],"respectively.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
