{"id":"https://openalex.org/W2612458176","doi":"https://doi.org/10.18653/v1/s17-2116","title":"Senti17 at SemEval-2017 Task 4: Ten Convolutional Neural Network Voters for Tweet Polarity Classification","display_name":"Senti17 at SemEval-2017 Task 4: Ten Convolutional Neural Network Voters for Tweet Polarity Classification","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2612458176","doi":"https://doi.org/10.18653/v1/s17-2116","mag":"2612458176"},"language":"en","primary_location":{"id":"doi:10.18653/v1/s17-2116","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s17-2116","pdf_url":"https://www.aclweb.org/anthology/S17-2116.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 11th International Workshop on Semantic Evaluation\n          (SemEval-2017)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/S17-2116.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083547064","display_name":"Hussam Hamdan","orcid":null},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210159731","display_name":"Laboratoire de Recherche en Informatique de Paris 6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hussam Hamdan","raw_affiliation_strings":["Labex Observatoire de la vie littraire (OBVIL) Laboratoire d'Informatique de Paris 6 (LIP6), Pierre and Marie Curie University, UMR 7606 4 place Jussieu, 75005, Paris, France","Aix-Marseille Universit\u00e9, Marseille, France"],"affiliations":[{"raw_affiliation_string":"Labex Observatoire de la vie littraire (OBVIL) Laboratoire d'Informatique de Paris 6 (LIP6), Pierre and Marie Curie University, UMR 7606 4 place Jussieu, 75005, Paris, France","institution_ids":["https://openalex.org/I4210159731","https://openalex.org/I39804081"]},{"raw_affiliation_string":"Aix-Marseille Universit\u00e9, Marseille, France","institution_ids":["https://openalex.org/I21491767"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5083547064"],"corresponding_institution_ids":["https://openalex.org/I21491767","https://openalex.org/I39804081","https://openalex.org/I4210159731"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04330049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9951000213623047,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9951000213623047,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9921000003814697,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9692999720573425,"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/semeval","display_name":"SemEval","score":0.9469839334487915},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.9293062686920166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7982600331306458},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7810099124908447},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6620903611183167},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5952361822128296},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.574113130569458},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5174942016601562},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.45578497648239136},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4208652675151825},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0789247453212738},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.045199811458587646}],"concepts":[{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.9469839334487915},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.9293062686920166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7982600331306458},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7810099124908447},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6620903611183167},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5952361822128296},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.574113130569458},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5174942016601562},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.45578497648239136},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4208652675151825},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0789247453212738},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.045199811458587646},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.18653/v1/s17-2116","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s17-2116","pdf_url":"https://www.aclweb.org/anthology/S17-2116.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 11th International Workshop on Semantic Evaluation\n          (SemEval-2017)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1705.02023","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1705.02023","pdf_url":"https://arxiv.org/pdf/1705.02023","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2612458176","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1705.02023","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1705.02023","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1705.02023","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.18653/v1/s17-2116","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s17-2116","pdf_url":"https://www.aclweb.org/anthology/S17-2116.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 11th International Workshop on Semantic Evaluation\n          (SemEval-2017)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2612458176.pdf","grobid_xml":"https://content.openalex.org/works/W2612458176.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2964094366","https://openalex.org/W2465195100","https://openalex.org/W2751846407","https://openalex.org/W2752257214","https://openalex.org/W2105339080","https://openalex.org/W2806771853","https://openalex.org/W2942494877","https://openalex.org/W3092361805","https://openalex.org/W2751533613","https://openalex.org/W2899800839","https://openalex.org/W2115718228","https://openalex.org/W2470410884","https://openalex.org/W2753112478","https://openalex.org/W2779992784","https://openalex.org/W2470894770","https://openalex.org/W2462365838","https://openalex.org/W2126743576","https://openalex.org/W2468954629","https://openalex.org/W2796384383","https://openalex.org/W2767201616"],"abstract_inverted_index":{"This":[0,79],"paper":[1],"presents":[2],"Senti17":[3],"system":[4,80],"which":[5],"uses":[6],"ten":[7,77],"convolutional":[8,25],"neural":[9],"networks":[10],"(Con-vNet)":[11],"to":[12,17],"assign":[13],"a":[14,18,24,29,33],"sentiment":[15,69],"label":[16,70],"tweet.":[19],"The":[20],"network":[21,41,57],"consists":[22],"of":[23,39,63,75],"layer":[26,31],"followed":[27],"by":[28,66,72],"fully-connected":[30],"and":[32],"Soft-max":[34],"on":[35],"top.":[36],"Ten":[37],"instances":[38,65],"this":[40],"are":[42],"initialized":[43],"with":[44,52,90],"the":[45,56,61,68,73,76],"same":[46],"word":[47],"embeddings":[48],"as":[49],"inputs":[50],"but":[51],"different":[53],"initializations":[54],"for":[55],"weights.":[58],"We":[59],"combine":[60],"results":[62],"all":[64],"selecting":[67],"given":[71],"majority":[74],"voters.":[78],"is":[81],"ranked":[82],"fourth":[83],"in":[84],"SemEval-2017":[85],"Task4":[86],"over":[87],"38":[88],"systems":[89],"67.4%":[91],"average":[92],"recall.":[93]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}