{"id":"https://openalex.org/W4388955746","doi":"https://doi.org/10.1145/3624918.3625341","title":"ReviVal: Towards Automatically Evaluating the Informativeness of Peer Reviews","display_name":"ReviVal: Towards Automatically Evaluating the Informativeness of Peer Reviews","publication_year":2023,"publication_date":"2023-11-23","ids":{"openalex":"https://openalex.org/W4388955746","doi":"https://doi.org/10.1145/3624918.3625341"},"language":"en","primary_location":{"id":"doi:10.1145/3624918.3625341","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3624918.3625341","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043760983","display_name":"Rajeev Verma","orcid":"https://orcid.org/0000-0002-2340-0942"},"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":"Rajeev Verma","raw_affiliation_strings":["Indian Institute of Technology Patna, India"],"raw_orcid":"https://orcid.org/0000-0002-2340-0942","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081072666","display_name":"Tirthankar Ghosal","orcid":"https://orcid.org/0000-0002-2358-522X"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tirthankar Ghosal","raw_affiliation_strings":["National Center for Computational Sciences, Oak Ridge National Laboratory, USA"],"raw_orcid":"https://orcid.org/0000-0002-2358-522X","affiliations":[{"raw_affiliation_string":"National Center for Computational Sciences, Oak Ridge National Laboratory, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052776618","display_name":"Saprativa Bhattacharjee","orcid":"https://orcid.org/0000-0002-1942-5389"},"institutions":[{"id":"https://openalex.org/I2799436172","display_name":"Maharashtra State Board of Technical Education","ror":"https://ror.org/03af8h728","country_code":"IN","type":"education","lineage":["https://openalex.org/I2799436172"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saprativa Bhattacharjee","raw_affiliation_strings":["Information Technology, Government Polytechnic Daman, India"],"raw_orcid":"https://orcid.org/0000-0002-1942-5389","affiliations":[{"raw_affiliation_string":"Information Technology, Government Polytechnic Daman, India","institution_ids":["https://openalex.org/I2799436172"]}]},{"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"],"raw_orcid":"https://orcid.org/0000-0003-3612-8834","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/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pushpak Bhattacharyya","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology Bombay, India"],"raw_orcid":"https://orcid.org/0000-0001-5319-5508","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Bombay, India","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043760983"],"corresponding_institution_ids":["https://openalex.org/I132153292"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15626205,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"95","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.996399998664856,"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":0.996399998664856,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9944999814033508,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9873999953269958,"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":0.6923270225524902},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35472291707992554}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6923270225524902},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35472291707992554}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3624918.3625341","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3624918.3625341","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W64572908","https://openalex.org/W1971896716","https://openalex.org/W1989281298","https://openalex.org/W2059506323","https://openalex.org/W2526355008","https://openalex.org/W2592989848","https://openalex.org/W2747329762","https://openalex.org/W2754962128","https://openalex.org/W2768281947","https://openalex.org/W2950985300","https://openalex.org/W2964211782","https://openalex.org/W3215247326","https://openalex.org/W4200276776","https://openalex.org/W4200628120","https://openalex.org/W4205761954","https://openalex.org/W4210467014","https://openalex.org/W4242177601","https://openalex.org/W4281740367","https://openalex.org/W4281832361","https://openalex.org/W4285119420","https://openalex.org/W4295940348","https://openalex.org/W4295990830","https://openalex.org/W4296120403","https://openalex.org/W4323850615","https://openalex.org/W4366817076","https://openalex.org/W4383103201"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"The":[0],"peer-review":[1,62],"process":[2],"is":[3,33,40,102,185],"currently":[4],"under":[5,34],"stress":[6],"due":[7],"to":[8,15,58,161,188],"the":[9,28,83,86,93,100,118,127,132,147,157,163,178,191],"increasingly":[10],"large":[11],"number":[12],"of":[13,30,73,92,103,146,180,193],"submissions":[14],"top-tier":[16],"venues,":[17],"especially":[18],"in":[19,71],"Artificial":[20],"Intelligence":[21],"(AI)":[22],"and":[23,36,76,89,95,141],"Machine":[24],"Learning":[25],"(ML).":[26],"Consequently,":[27],"quality":[29,144],"peer":[31,121,195],"reviews":[32],"question,":[35],"dissatisfaction":[37],"among":[38],"authors":[39],"not":[41],"uncommon":[42],"but":[43],"rather":[44],"prominent.":[45],"In":[46],"this":[47,174],"work,":[48],"we":[49,124],"propose":[50],"\"ReviVal\"":[51],"(expanded":[52],"as":[53],"\"REVIew":[54],"eVALuation\"),":[55],"a":[56,61,109,186,194],"system":[57],"automatically":[59,152,189],"grade":[60],"report":[63],"for":[64,113,137,173],"its":[65,74],"informativeness.":[66],"We":[67,106,130,151],"define":[68],"review":[69,84,114,133,196],"informativeness":[70,115,192],"terms":[72],"Exhaustiveness":[75,79],"Strength,":[77],"where":[78],"signifies":[80,97],"how":[81,98],"exhaustively":[82],"covers":[85],"different":[87],"sections":[88,140],"qualitative":[90],"aspects1":[91],"paper":[94,148],"Strength":[96],"sure":[99],"reviewer":[101],"their":[104],"evaluation.":[105],"train":[107],"ReviVal,":[108],"multitask":[110],"deep":[111],"network":[112],"prediction":[116],"on":[117],"publicly":[119],"available":[120],"reviews,":[122],"which":[123,139],"curate":[125],"from":[126],"openreview2":[128],"platform.":[129],"annotate":[131,153],"sentence(s)":[134],"with":[135,156],"labels":[136],"(a)":[138],"(b)":[142],"what":[143],"aspects":[145],"those":[149],"refer.":[150],"our":[154,181,183],"data":[155],"reviewer\u2019s":[158,164],"sentiment":[159],"intensity":[160],"capture":[162],"conviction.":[165],"Our":[166],"approach":[167],"significantly":[168],"outperforms":[169],"several":[170],"intuitive":[171],"baselines":[172],"novel":[175],"task.":[176],"To":[177],"best":[179],"knowledge,":[182],"work":[184],"first-of-its-kind":[187],"estimate":[190],"report.":[197]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}