{"id":"https://openalex.org/W2899813849","doi":"https://doi.org/10.18653/v1/w18-6201","title":"Identifying Affective Events and the Reasons for their Polarity","display_name":"Identifying Affective Events and the Reasons for their Polarity","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2899813849","doi":"https://doi.org/10.18653/v1/w18-6201","mag":"2899813849"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w18-6201","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-6201","pdf_url":"https://www.aclweb.org/anthology/W18-6201.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 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W18-6201.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005791318","display_name":"Ellen Riloff","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ellen Riloff","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5005791318"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1272936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9944999814033508,"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":0.9944999814033508,"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":0.9941999912261963,"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":0.9760000109672546,"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/automatic-summarization","display_name":"Automatic summarization","score":0.7359912395477295},{"id":"https://openalex.org/keywords/sarcasm","display_name":"Sarcasm","score":0.7095207571983337},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6793270111083984},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6424254775047302},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.6366860866546631},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.63356614112854},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6335134506225586},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6293388605117798},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.5723708271980286},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4964812397956848},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4897179901599884},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.44743812084198},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.43967875838279724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4378655254840851},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3705779016017914},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.19706463813781738},{"id":"https://openalex.org/keywords/irony","display_name":"Irony","score":0.13902482390403748},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.07897695899009705}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.7359912395477295},{"id":"https://openalex.org/C2776207355","wikidata":"https://www.wikidata.org/wiki/Q191035","display_name":"Sarcasm","level":3,"score":0.7095207571983337},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6793270111083984},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6424254775047302},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.6366860866546631},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.63356614112854},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6335134506225586},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6293388605117798},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.5723708271980286},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4964812397956848},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4897179901599884},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.44743812084198},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.43967875838279724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4378655254840851},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3705779016017914},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.19706463813781738},{"id":"https://openalex.org/C2779975665","wikidata":"https://www.wikidata.org/wiki/Q131361","display_name":"Irony","level":2,"score":0.13902482390403748},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.07897695899009705},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w18-6201","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-6201","pdf_url":"https://www.aclweb.org/anthology/W18-6201.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 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w18-6201","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-6201","pdf_url":"https://www.aclweb.org/anthology/W18-6201.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 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2899813849.pdf","grobid_xml":"https://content.openalex.org/works/W2899813849.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2900446122","https://openalex.org/W3037315328","https://openalex.org/W4312684429","https://openalex.org/W3101138303","https://openalex.org/W2349372848","https://openalex.org/W2753593955","https://openalex.org/W2907442881","https://openalex.org/W3018705632","https://openalex.org/W4311456904","https://openalex.org/W1984947604"],"abstract_inverted_index":{"Many":[0],"events":[1,29,59,88,106],"have":[2,31],"a":[3,14,76,83,90,123,146],"positive":[4],"or":[5],"negative":[6],"impact":[7],"on":[8,56,64,108],"our":[9,53],"lives":[10],"(e.g.,":[11],"\u201cI":[12],"bought":[13],"house\u201d":[15],"is":[16,25,34],"typically":[17],"good":[18],"news,":[19],"but":[20],"\u201dMy":[21],"house":[22],"burned":[23],"down\u201d":[24],"bad":[26],"news).":[27],"Recognizing":[28],"that":[30,126],"affective":[32,58,70,87,105],"polarity":[33],"essential":[35],"for":[36,68,95,151],"narrative":[37],"text":[38,91],"understanding,":[39],"conversational":[40],"dialogue,":[41],"and":[42,47,60,117,131,135,139],"applications":[43],"such":[44],"as":[45],"summarization":[46],"sarcasm":[48],"detection.":[49],"We":[50,142],"will":[51,74,100,143],"discuss":[52],"recent":[54],"work":[55,153],"identifying":[57],"categorizing":[61],"them":[62],"based":[63,107],"the":[65],"underlying":[66],"reasons":[67],"their":[69],"polarity.":[71],"First,":[72],"we":[73,99],"describe":[75],"weakly":[77],"supervised":[78],"learning":[79],"method":[80],"to":[81,103],"induce":[82],"large":[84],"set":[85],"of":[86,128,148],"from":[89],"corpus":[92],"by":[93],"optimizing":[94],"semantic":[96],"consistency.":[97],"Second,":[98],"present":[101],"models":[102],"classify":[104],"Human":[109],"Need":[110],"Categories,":[111],"which":[112],"often":[113],"explain":[114],"people\u2019s":[115],"motivations":[116],"desires.":[118],"Our":[119],"best":[120],"results":[121],"use":[122],"co-training":[124],"model":[125],"consists":[127],"event":[129,132],"expression":[130],"context":[133],"classifiers":[134],"exploits":[136],"both":[137],"labeled":[138],"unlabeled":[140],"texts.":[141],"conclude":[144],"with":[145],"discussion":[147],"interesting":[149],"directions":[150],"future":[152],"in":[154],"this":[155],"area.":[156]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}