{"id":"https://openalex.org/W2950985300","doi":"https://doi.org/10.18653/v1/p19-1106","title":"DeepSentiPeer: Harnessing Sentiment in Review Texts to Recommend Peer Review Decisions","display_name":"DeepSentiPeer: Harnessing Sentiment in Review Texts to Recommend Peer Review Decisions","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2950985300","doi":"https://doi.org/10.18653/v1/p19-1106","mag":"2950985300"},"language":"en","primary_location":{"id":"doi:10.18653/v1/p19-1106","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p19-1106","pdf_url":"https://www.aclweb.org/anthology/P19-1106.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 57th Annual Meeting of the Association for Computational Linguistics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/P19-1106.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081072666","display_name":"Tirthankar Ghosal","orcid":"https://orcid.org/0000-0002-2358-522X"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Tirthankar Ghosal","raw_affiliation_strings":["Department of Computer Science and Engineering Indian Institute of Technology Patna, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Indian Institute of Technology Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101877407","display_name":"Rajeev Verma","orcid":"https://orcid.org/0009-0009-9830-2069"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajeev Verma","raw_affiliation_strings":["Department of Computer Science and Engineering Indian Institute of Technology Patna, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Indian Institute of Technology Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085370631","display_name":"Asif Ekbal","orcid":"https://orcid.org/0000-0003-3612-8834"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Asif Ekbal","raw_affiliation_strings":["Department of Computer Science and Engineering Indian Institute of Technology Patna, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Indian Institute of Technology Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065100828","display_name":"Pushpak Bhattacharyya","orcid":"https://orcid.org/0000-0001-5319-5508"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pushpak Bhattacharyya","raw_affiliation_strings":["Department of Computer Science and Engineering Indian Institute of Technology Patna, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Indian Institute of Technology Patna, India","institution_ids":["https://openalex.org/I132153292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081072666"],"corresponding_institution_ids":["https://openalex.org/I132153292"],"apc_list":null,"apc_paid":null,"fwci":4.3355,"has_fulltext":true,"cited_by_count":58,"citation_normalized_percentile":{"value":0.95479343,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1120","last_page":"1130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9987999796867371,"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/T10028","display_name":"Topic Modeling","score":0.9987999796867371,"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":0.9957000017166138,"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/T10260","display_name":"Software Engineering Research","score":0.9955000281333923,"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/computer-science","display_name":"Computer science","score":0.7682925462722778},{"id":"https://openalex.org/keywords/intuition","display_name":"Intuition","score":0.5571241974830627},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5323052406311035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.503375232219696},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.47172489762306213},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47169116139411926},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.4457637369632721},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1950402557849884},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.18087586760520935}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7682925462722778},{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.5571241974830627},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5323052406311035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.503375232219696},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.47172489762306213},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47169116139411926},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.4457637369632721},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1950402557849884},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.18087586760520935},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/p19-1106","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p19-1106","pdf_url":"https://www.aclweb.org/anthology/P19-1106.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 57th Annual Meeting of the Association for Computational Linguistics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/p19-1106","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p19-1106","pdf_url":"https://www.aclweb.org/anthology/P19-1106.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 57th Annual Meeting of the Association for Computational Linguistics","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1820955592","display_name":null,"funder_award_id":"Visvesvaraya PhD Scheme","funder_id":"https://openalex.org/F4320325255","funder_display_name":"Ministry of Electronics and Information technology"}],"funders":[{"id":"https://openalex.org/F4320319144","display_name":"Indian Institute of Technology, Patna","ror":"https://ror.org/01ft5vz71"},{"id":"https://openalex.org/F4320325255","display_name":"Ministry of Electronics and Information technology","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2950985300.pdf","grobid_xml":"https://content.openalex.org/works/W2950985300.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1989281298","https://openalex.org/W2012950673","https://openalex.org/W2059506323","https://openalex.org/W2099813784","https://openalex.org/W2155203104","https://openalex.org/W2526355008","https://openalex.org/W2754962128","https://openalex.org/W2798600398","https://openalex.org/W2806737642","https://openalex.org/W2891177506","https://openalex.org/W2964211782","https://openalex.org/W4241559800"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2548633793","https://openalex.org/W2028665553","https://openalex.org/W4230315250","https://openalex.org/W2243502667"],"abstract_inverted_index":{"Automatically":[0],"validating":[1],"a":[2,96,179],"research":[3,40,90],"artefact":[4],"is":[5,47,62],"one":[6],"of":[7,39,58,69,81,105,118,142,183,188,200],"the":[8,29,37,66,72,82,89,92,101,106,116,128,144,146,150,155,162,171,193,203],"frontiers":[9],"in":[10,91,111,178,202,213],"Artificial":[11],"Intelligence":[12],"(AI)":[13],"that":[14],"directly":[15],"brings":[16],"it":[17],"close":[18],"to":[19,99,126,153],"competing":[20],"with":[21,65],"human":[22,59],"intellect":[23],"and":[24,50,56,149],"intuition.":[25],"Although":[26],"criticized":[27],"sometimes,":[28],"existing":[30],"peer":[31,44,73,123,129,184,216],"review":[32,45,74,124,130,151],"system":[33],"still":[34],"stands":[35],"as":[36,159,161,196],"benchmark":[38],"validation.":[41],"The":[42],"present-day":[43],"process":[46],"not":[48],"straightforward":[49],"demands":[51],"profound":[52],"domain":[53],"knowledge,":[54],"expertise,":[55],"intelligence":[57],"reviewer(s),":[60],"which":[61,76],"somewhat":[63],"elusive":[64],"current":[67],"state":[68],"AI.":[70],"However,":[71],"texts,":[75],"contains":[77],"rich":[78],"sentiment":[79],"information":[80],"reviewer,":[83],"reflecting":[84],"his/her":[85],"overall":[86,156],"attitude":[87],"towards":[88],"paper,":[93,145],"could":[94,191],"be":[95],"valuable":[97],"entity":[98],"predict":[100,127,154],"acceptance":[102],"or":[103],"rejection":[104],"manuscript":[107],"under":[108],"consideration.":[109],"Here":[110],"this":[112,189],"work,":[113],"we":[114],"investigate":[115],"role":[117],"reviewers":[119,210],"sentiments":[120],"embedded":[121],"within":[122],"texts":[125],"outcome.":[131],"Our":[132],"proposed":[133,177],"deep":[134],"neural":[135],"architecture":[136],"takes":[137],"into":[138],"account":[139],"three":[140],"channels":[141],"information:":[143],"corresponding":[147],"reviews,":[148],"polarity":[152],"recommendation":[157],"score":[158],"well":[160],"final":[163,204],"decision.":[164],"We":[165],"achieve":[166],"significant":[167],"performance":[168],"improvement":[169],"over":[170],"baselines":[172],"(":[173],"29%":[174],"error":[175],"reduction)":[176],"recently":[180],"released":[181],"dataset":[182],"reviews.":[185],"An":[186],"AI":[187],"kind":[190],"assist":[192],"editors/program":[194],"chairs":[195],"an":[197],"additional":[198],"layer":[199],"confidence":[201],"decision":[205],"making,":[206],"especially":[207],"when":[208],"non-responding/missing":[209],"are":[211],"frequent":[212],"present":[214],"day":[215],"review.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
