{"id":"https://openalex.org/W2912653541","doi":"https://doi.org/10.1145/3308558.3313532","title":"Generating Product Descriptions from User Reviews","display_name":"Generating Product Descriptions from User Reviews","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2912653541","doi":"https://doi.org/10.1145/3308558.3313532","mag":"2912653541"},"language":"en","primary_location":{"id":"doi:10.1145/3308558.3313532","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308558.3313532","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The World Wide Web Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3308558.3313532","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042052657","display_name":"Slava Novgorodov","orcid":"https://orcid.org/0000-0003-4082-7128"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Slava Novgorodov","raw_affiliation_strings":["eBay Research, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"eBay Research, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035284207","display_name":"Ido Guy","orcid":"https://orcid.org/0000-0002-5525-1064"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ido Guy","raw_affiliation_strings":["eBay Research, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"eBay Research, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047984281","display_name":"Guy Elad","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Guy Elad","raw_affiliation_strings":["Technion, Israel Institute of Technology, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion, Israel Institute of Technology, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029708595","display_name":"Kira Radinsky","orcid":"https://orcid.org/0009-0007-7918-2204"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Kira Radinsky","raw_affiliation_strings":["Technion, Israel Institute of Technology, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion, Israel Institute of Technology, Israel","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1683,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.94019584,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1354","last_page":"1364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9977999925613403,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9919999837875366,"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":0.8001031875610352},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.7103791832923889},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6482628583908081},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6013023257255554},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5782016515731812},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4726751446723938},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4540347754955292},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.44670355319976807},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4463804066181183},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4458485543727875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3755693733692169},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33796191215515137},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22382009029388428}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8001031875610352},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.7103791832923889},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6482628583908081},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6013023257255554},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5782016515731812},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4726751446723938},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4540347754955292},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.44670355319976807},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4463804066181183},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4458485543727875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3755693733692169},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33796191215515137},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22382009029388428},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3308558.3313532","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308558.3313532","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The World Wide Web Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3308558.3313532","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308558.3313532","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The World Wide Web Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W22861983","https://openalex.org/W169330724","https://openalex.org/W179179905","https://openalex.org/W644717764","https://openalex.org/W1536680647","https://openalex.org/W1590306037","https://openalex.org/W1592081640","https://openalex.org/W1859957297","https://openalex.org/W1902237438","https://openalex.org/W1939882552","https://openalex.org/W1967274749","https://openalex.org/W1993607151","https://openalex.org/W2011781116","https://openalex.org/W2024105308","https://openalex.org/W2030761102","https://openalex.org/W2034771957","https://openalex.org/W2037789405","https://openalex.org/W2046122205","https://openalex.org/W2053154970","https://openalex.org/W2055550928","https://openalex.org/W2062270497","https://openalex.org/W2062601244","https://openalex.org/W2064675550","https://openalex.org/W2081174553","https://openalex.org/W2081375810","https://openalex.org/W2087006430","https://openalex.org/W2096361659","https://openalex.org/W2097726431","https://openalex.org/W2099283723","https://openalex.org/W2107787911","https://openalex.org/W2108646579","https://openalex.org/W2112744748","https://openalex.org/W2116907335","https://openalex.org/W2124100017","https://openalex.org/W2127218421","https://openalex.org/W2133750501","https://openalex.org/W2139095291","https://openalex.org/W2148404145","https://openalex.org/W2160660844","https://openalex.org/W2164173709","https://openalex.org/W2234079371","https://openalex.org/W2250518897","https://openalex.org/W2265846598","https://openalex.org/W2295598076","https://openalex.org/W2338448737","https://openalex.org/W2470673105","https://openalex.org/W2516255829","https://openalex.org/W2556468274","https://openalex.org/W2576615310","https://openalex.org/W2586561586","https://openalex.org/W2604205681","https://openalex.org/W2604359435","https://openalex.org/W2624871570","https://openalex.org/W2740899359","https://openalex.org/W2752172973","https://openalex.org/W2790436581","https://openalex.org/W2794640454","https://openalex.org/W2798927209","https://openalex.org/W2891418908","https://openalex.org/W2902468147","https://openalex.org/W2914746235","https://openalex.org/W2950577311","https://openalex.org/W2964164368","https://openalex.org/W3098649723","https://openalex.org/W3101913037","https://openalex.org/W3102476541","https://openalex.org/W3121845706","https://openalex.org/W3123091093","https://openalex.org/W3124946654","https://openalex.org/W3165553112","https://openalex.org/W4205184193","https://openalex.org/W4245107743","https://openalex.org/W4297971002","https://openalex.org/W6639206055","https://openalex.org/W7019139687"],"related_works":["https://openalex.org/W3158538495","https://openalex.org/W2588198209","https://openalex.org/W1909006023","https://openalex.org/W2045815042","https://openalex.org/W4205824991","https://openalex.org/W2092226129","https://openalex.org/W2913619905","https://openalex.org/W3200723557","https://openalex.org/W4312713546","https://openalex.org/W2362195430"],"abstract_inverted_index":{"Product":[0],"descriptions":[1,37,46,80,214],"play":[2],"an":[3,59,87,202],"important":[4],"role":[5],"in":[6,58,95,157,189],"the":[7,101,105,135,141,150,170,179,183,190,212],"e-commerce":[8,23],"ecosystem,":[9],"conveying":[10],"to":[11,61,71,99,114,120,186],"buyers":[12],"information":[13,48],"about":[14],"a":[15,111,126,162],"merchandise":[16],"they":[17],"may":[18],"purchase.":[19],"Yet,":[20],"on":[21,131,206],"leading":[22],"websites,":[24],"with":[25],"high":[26,217],"volumes":[27],"of":[28,107,125,161,172,216],"new":[29],"items":[30],"offered":[31],"for":[32,144,149,196],"sale":[33],"every":[34],"day,":[35],"product":[36,79,102],"are":[38,93,155,215],"often":[39],"lacking":[40],"or":[41],"missing":[42],"altogether.":[43],"Moreover,":[44],"many":[45],"include":[47],"that":[49],"holds":[50],"little":[51],"value":[52],"and":[53,64,137,153,199],"sometimes":[54],"even":[55],"disrupts":[56],"buyers,":[57],"attempt":[60],"draw":[62],"attention":[63],"purchases.":[65],"In":[66],"this":[67],"work,":[68],"we":[69],"suggest":[70],"mitigate":[72],"these":[73,154],"issues":[74],"by":[75,174],"generating":[76],"short":[77],"crowd-based":[78],"from":[81,133,208],"user":[82],"reviews":[83],".":[84],"We":[85,167,192],"apply":[86],"extractive":[88],"approach,":[89],"where":[90],"review":[91,117,145],"sentences":[92,118,146],"used":[94,122],"their":[96],"original":[97],"form":[98],"compose":[100],"description.":[103,127,191],"At":[104],"core":[106],"our":[108],"method":[109],"is":[110],"supervised":[112],"approach":[113],"identify":[115],"candidate":[116],"suitable":[119],"be":[121,187],"as":[123,159],"part":[124,160],"Our":[128],"analysis,":[129],"based":[130,205],"data":[132],"both":[134],"Fashion":[136],"Motors":[138],"domains,":[139],"reveals":[140],"top":[142,184],"reasons":[143],"being":[147],"unsuitable":[148],"product's":[151],"description":[152],"used,":[156],"turn,":[158],"deep":[163],"multi-task":[164],"learning":[165],"architecture.":[166],"then":[168],"diversify":[169],"set":[171],"candidates":[173,185],"removing":[175],"redundancies":[176],"and,":[177],"at":[178],"final":[180],"step,":[181],"select":[182],"included":[188],"compare":[193],"different":[194],"methods":[195],"each":[197],"step":[198],"also":[200],"conduct":[201],"end-to-end":[203],"evaluation,":[204],"rating":[207],"professional":[209],"annotators,":[210],"showing":[211],"generated":[213],"quality.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
