{"id":"https://openalex.org/W2144003484","doi":"https://doi.org/10.3115/v1/s14-2126","title":"UKPDIPF: Lexical Semantic Approach to Sentiment Polarity Prediction in Twitter Data","display_name":"UKPDIPF: Lexical Semantic Approach to Sentiment Polarity Prediction in Twitter Data","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2144003484","doi":"https://doi.org/10.3115/v1/s14-2126","mag":"2144003484"},"language":"en","primary_location":{"id":"doi:10.3115/v1/s14-2126","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/s14-2126","pdf_url":"https://aclanthology.org/S14-2126.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 8th International Workshop on Semantic Evaluation (SemEval 2014)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/S14-2126.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080764714","display_name":"Lucie Flek","orcid":"https://orcid.org/0000-0002-5995-8454"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]},{"id":"https://openalex.org/I4210138519","display_name":"DIPF | Leibniz Institute for Research and Information in Education","ror":"https://ror.org/0327sr118","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210138519"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ","DE"],"is_corresponding":true,"raw_author_name":"Lucie Flekova","raw_affiliation_strings":["Ubiquitous Knowledge Processing Lab (UKP-DIPF) German Institute for Educational Research","Ubiquitous Knowledge Processing Lab (UKP-TUDA) Computer Science Department, Technische Universitt Darmstadt","Czech Technical University in Prague, Prague, Czechia"],"affiliations":[{"raw_affiliation_string":"Ubiquitous Knowledge Processing Lab (UKP-DIPF) German Institute for Educational Research","institution_ids":["https://openalex.org/I4210138519"]},{"raw_affiliation_string":"Ubiquitous Knowledge Processing Lab (UKP-TUDA) Computer Science Department, Technische Universitt Darmstadt","institution_ids":["https://openalex.org/I31512782"]},{"raw_affiliation_string":"Czech Technical University in Prague, Prague, Czechia","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061633582","display_name":"Oliver Ferschke","orcid":"https://orcid.org/0000-0003-4996-7426"},"institutions":[{"id":"https://openalex.org/I4210138519","display_name":"DIPF | Leibniz Institute for Research and Information in Education","ror":"https://ror.org/0327sr118","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210138519"]},{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Ferschke","raw_affiliation_strings":["Ubiquitous Knowledge Processing Lab (UKP-DIPF) German Institute for Educational Research","Ubiquitous Knowledge Processing Lab (UKP-TUDA) Computer Science Department, Technische Universitt Darmstadt","Technical University of Darmstadt, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Ubiquitous Knowledge Processing Lab (UKP-DIPF) German Institute for Educational Research","institution_ids":["https://openalex.org/I4210138519"]},{"raw_affiliation_string":"Ubiquitous Knowledge Processing Lab (UKP-TUDA) Computer Science Department, Technische Universitt Darmstadt","institution_ids":["https://openalex.org/I31512782"]},{"raw_affiliation_string":"Technical University of Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027450194","display_name":"Iryna Gurevych","orcid":"https://orcid.org/0000-0003-2187-7621"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]},{"id":"https://openalex.org/I4210138519","display_name":"DIPF | Leibniz Institute for Research and Information in Education","ror":"https://ror.org/0327sr118","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210138519"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Iryna Gurevych","raw_affiliation_strings":["Ubiquitous Knowledge Processing Lab (UKP-DIPF) German Institute for Educational Research","Ubiquitous Knowledge Processing Lab (UKP-TUDA) Computer Science Department, Technische Universitt Darmstadt","Technical University of Darmstadt, Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Ubiquitous Knowledge Processing Lab (UKP-DIPF) German Institute for Educational Research","institution_ids":["https://openalex.org/I4210138519"]},{"raw_affiliation_string":"Ubiquitous Knowledge Processing Lab (UKP-TUDA) Computer Science Department, Technische Universitt Darmstadt","institution_ids":["https://openalex.org/I31512782"]},{"raw_affiliation_string":"Technical University of Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080764714"],"corresponding_institution_ids":["https://openalex.org/I31512782","https://openalex.org/I4210138519","https://openalex.org/I44504214"],"apc_list":null,"apc_paid":null,"fwci":0.4229,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.76260509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"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":1.0,"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":0.9986000061035156,"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":0.9983000159263611,"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":0.8130532503128052},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.7184456586837769},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6957780718803406},{"id":"https://openalex.org/keywords/semeval","display_name":"SemEval","score":0.6912215948104858},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6685464382171631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6574187874794006},{"id":"https://openalex.org/keywords/sarcasm","display_name":"Sarcasm","score":0.6210393905639648},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5657408833503723},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5467520952224731},{"id":"https://openalex.org/keywords/word-sense-disambiguation","display_name":"Word-sense disambiguation","score":0.44779419898986816},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3353468179702759},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11219426989555359},{"id":"https://openalex.org/keywords/wordnet","display_name":"WordNet","score":0.10416257381439209}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8130532503128052},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.7184456586837769},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6957780718803406},{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.6912215948104858},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6685464382171631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6574187874794006},{"id":"https://openalex.org/C2776207355","wikidata":"https://www.wikidata.org/wiki/Q191035","display_name":"Sarcasm","level":3,"score":0.6210393905639648},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5657408833503723},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5467520952224731},{"id":"https://openalex.org/C51646954","wikidata":"https://www.wikidata.org/wiki/Q48522","display_name":"Word-sense disambiguation","level":3,"score":0.44779419898986816},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3353468179702759},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11219426989555359},{"id":"https://openalex.org/C157659113","wikidata":"https://www.wikidata.org/wiki/Q533822","display_name":"WordNet","level":2,"score":0.10416257381439209},{"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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.0},{"id":"https://openalex.org/C2779975665","wikidata":"https://www.wikidata.org/wiki/Q131361","display_name":"Irony","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3115/v1/s14-2126","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/s14-2126","pdf_url":"https://aclanthology.org/S14-2126.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 8th International Workshop on Semantic Evaluation (SemEval 2014)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.708.3159","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.708.3159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://alt.qcri.org/semeval2014/cdrom/pdf/SemEval126.pdf","raw_type":"text"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:104645","is_oa":true,"landing_page_url":"http://www.aclweb.org/anthology/S14-2126","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":{"id":"doi:10.3115/v1/s14-2126","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/s14-2126","pdf_url":"https://aclanthology.org/S14-2126.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 8th International Workshop on Semantic Evaluation (SemEval 2014)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2144003484.pdf","grobid_xml":"https://content.openalex.org/works/W2144003484.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W40549020","https://openalex.org/W1976323204","https://openalex.org/W2040467972","https://openalex.org/W2059503205","https://openalex.org/W2096765155","https://openalex.org/W2097606805","https://openalex.org/W2108646579","https://openalex.org/W2120779048","https://openalex.org/W2122369144","https://openalex.org/W2127417323","https://openalex.org/W2133990480","https://openalex.org/W2135891920","https://openalex.org/W2138738738","https://openalex.org/W2154436402","https://openalex.org/W2157765050","https://openalex.org/W2159335442","https://openalex.org/W2166706824","https://openalex.org/W2171468534","https://openalex.org/W2250243742","https://openalex.org/W2251087009","https://openalex.org/W2251717670","https://openalex.org/W2460474657","https://openalex.org/W2489406233","https://openalex.org/W2949709688","https://openalex.org/W2951278869","https://openalex.org/W4233787372","https://openalex.org/W4255173720","https://openalex.org/W4385414156"],"related_works":["https://openalex.org/W2117643817","https://openalex.org/W1984947604","https://openalex.org/W2101293500","https://openalex.org/W2384058382","https://openalex.org/W2000205775","https://openalex.org/W2124313972","https://openalex.org/W2251529656","https://openalex.org/W2330879361","https://openalex.org/W47912076","https://openalex.org/W2140343536"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,24,31],"sentiment":[3,15,76],"classification":[4],"system":[5,20,83,120],"that":[6,62],"participated":[7],"in":[8,17,23,88],"the":[9,38,42,58,79,85,101,108,116],"SemEval":[10],"2014":[11],"shared":[12],"task":[13],"on":[14,100,128],"analysis":[16],"Twitter.":[18],"Our":[19],"expands":[21],"tokens":[22],"tweet":[25],"with":[26,96],"semantically":[27],"similar":[28],"expressions":[29],"using":[30],"large":[32],"novel":[33],"distributional":[34],"thesaurus":[35],"and":[36,50,74,107],"calculates":[37],"semantic":[39],"relatedness":[40],"of":[41,60,90,124],"expanded":[43],"tweets":[44,61],"to":[45,56],"word":[46],"lists":[47],"representing":[48],"positive":[49],"negative":[51],"sentiment.":[52],"This":[53],"approach":[54],"helps":[55],"assess":[57],"polarity":[59,67],"do":[63],"not":[64],"directly":[65],"contain":[66],"cues.":[68],"Moreover,":[69],"we":[70],"incorporate":[71],"syntactic,":[72],"lexical":[73],"surface":[75],"features.":[77],"On":[78,115],"message":[80],"level,":[81,118],"our":[82,119],"achieved":[84],"8th":[86],"place":[87],"terms":[89],"macroaveraged":[91],"F-score":[92],"among":[93],"50":[94],"systems,":[95,126],"particularly":[97],"good":[98],"performance":[99],"Life-Journal":[102],"corpus":[103],"(F":[104,111],"1":[105,112],"=71.92)":[106],"Twitter":[109],"sarcasm":[110],"=54.59)":[113],"dataset.":[114],"expression":[117],"ranked":[121],"14":[122],"out":[123],"27":[125],"based":[127],"macro-averaged":[129],"F-score.":[130]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
