{"id":"https://openalex.org/W2954488626","doi":"https://doi.org/10.18653/v1/s19-2039","title":"IIT Gandhinagar at SemEval-2019 Task 3: Contextual Emotion Detection Using Deep Learning","display_name":"IIT Gandhinagar at SemEval-2019 Task 3: Contextual Emotion Detection Using Deep Learning","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2954488626","doi":"https://doi.org/10.18653/v1/s19-2039","mag":"2954488626"},"language":"en","primary_location":{"id":"doi:10.18653/v1/s19-2039","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s19-2039","pdf_url":"https://www.aclweb.org/anthology/S19-2039.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 13th 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/S19-2039.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048725069","display_name":"Arik Pamnani","orcid":null},"institutions":[{"id":"https://openalex.org/I27674431","display_name":"Indian Institute of Technology Gandhinagar","ror":"https://ror.org/0036p5w23","country_code":"IN","type":"education","lineage":["https://openalex.org/I27674431"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arik Pamnani","raw_affiliation_strings":["IIT Gandhinagar Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Gandhinagar Gujarat, India","institution_ids":["https://openalex.org/I27674431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102980429","display_name":"Rajat Goel","orcid":"https://orcid.org/0000-0002-8051-9798"},"institutions":[{"id":"https://openalex.org/I27674431","display_name":"Indian Institute of Technology Gandhinagar","ror":"https://ror.org/0036p5w23","country_code":"IN","type":"education","lineage":["https://openalex.org/I27674431"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajat Goel","raw_affiliation_strings":["IIT Gandhinagar Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Gandhinagar Gujarat, India","institution_ids":["https://openalex.org/I27674431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046221758","display_name":"Jayesh Choudhari","orcid":"https://orcid.org/0000-0002-6246-4615"},"institutions":[{"id":"https://openalex.org/I27674431","display_name":"Indian Institute of Technology Gandhinagar","ror":"https://ror.org/0036p5w23","country_code":"IN","type":"education","lineage":["https://openalex.org/I27674431"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jayesh Choudhari","raw_affiliation_strings":["IIT Gandhinagar Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Gandhinagar Gujarat, India","institution_ids":["https://openalex.org/I27674431"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100746900","display_name":"Mayank Singh","orcid":"https://orcid.org/0000-0001-8757-2623"},"institutions":[{"id":"https://openalex.org/I27674431","display_name":"Indian Institute of Technology Gandhinagar","ror":"https://ror.org/0036p5w23","country_code":"IN","type":"education","lineage":["https://openalex.org/I27674431"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mayank Singh","raw_affiliation_strings":["IIT Gandhinagar Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Gandhinagar Gujarat, India","institution_ids":["https://openalex.org/I27674431"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06425208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"236","last_page":"240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9966999888420105,"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":0.9966999888420105,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9732999801635742,"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":0.8256205916404724},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7004973888397217},{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.6696363687515259},{"id":"https://openalex.org/keywords/semeval","display_name":"SemEval","score":0.6273808479309082},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5380192995071411},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48188287019729614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48028966784477234},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4761355221271515},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4560354948043823},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.450031042098999},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.42593914270401},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3713643550872803},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3699348270893097},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3124338984489441}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8256205916404724},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7004973888397217},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.6696363687515259},{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.6273808479309082},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5380192995071411},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48188287019729614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48028966784477234},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4761355221271515},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4560354948043823},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.450031042098999},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.42593914270401},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3713643550872803},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3699348270893097},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3124338984489441},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/s19-2039","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s19-2039","pdf_url":"https://www.aclweb.org/anthology/S19-2039.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 13th International Workshop on Semantic Evaluation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/s19-2039","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s19-2039","pdf_url":"https://www.aclweb.org/anthology/S19-2039.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 13th International Workshop on Semantic Evaluation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2954488626.pdf","grobid_xml":"https://content.openalex.org/works/W2954488626.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W23809677","https://openalex.org/W1832693441","https://openalex.org/W2064675550","https://openalex.org/W2095705004","https://openalex.org/W2101234009","https://openalex.org/W2250539671","https://openalex.org/W2250879510","https://openalex.org/W2464740699","https://openalex.org/W2474930732","https://openalex.org/W2738554243","https://openalex.org/W2752201871","https://openalex.org/W2955429306","https://openalex.org/W2963588593"],"related_works":["https://openalex.org/W4383501580","https://openalex.org/W4214931137","https://openalex.org/W4313813117","https://openalex.org/W4382052417","https://openalex.org/W3192088754","https://openalex.org/W4387007686","https://openalex.org/W3084631705","https://openalex.org/W3176146353","https://openalex.org/W4293646425","https://openalex.org/W4379781060"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2,9,43,102],"Internet":[3],"and":[4,14,24,83,88,98],"Mobile":[5],"infrastructure":[6],"have":[7],"resulted":[8],"the":[10,44,65,90],"development":[11],"of":[12,17,29,36,67],"faster":[13],"efficient":[15],"platforms":[16,20],"communication.":[18],"These":[19],"include":[21],"speech,":[22],"facial":[23],"text-based":[25,32],"conversational":[26],"mediums.":[27],"Majority":[28],"these":[30],"are":[31,100],"messaging":[33],"platforms.":[34],"Development":[35],"Chatbots":[37],"that":[38,61],"automatically":[39],"understand":[40],"latent":[41],"emotions":[42],"textual":[45],"message":[46],"is":[47],"a":[48,68,73],"challenging":[49],"task.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54],"present":[55],"an":[56],"automatic":[57],"emotion":[58,66],"detection":[59],"system":[60],"aims":[62],"to":[63],"detect":[64],"person":[69],"textually":[70],"conversing":[71],"with":[72],"chatbot.":[74],"We":[75],"explore":[76],"deep":[77],"learning":[78],"techniques":[79],"such":[80],"as":[81],"CNN":[82],"LSTM":[84],"based":[85],"neural":[86],"networks":[87],"outperformed":[89],"baseline":[91],"score":[92],"by":[93],"14%.":[94],"The":[95],"trained":[96],"model":[97],"code":[99],"kept":[101],"public":[103],"domain.":[104]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}