{"id":"https://openalex.org/W4400531303","doi":"https://doi.org/10.1145/3626772.3661347","title":"Homogeneous-listing-augmented Self-supervised Multimodal Product Title Refinement","display_name":"Homogeneous-listing-augmented Self-supervised Multimodal Product Title Refinement","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4400531303","doi":"https://doi.org/10.1145/3626772.3661347"},"language":"en","primary_location":{"id":"doi:10.1145/3626772.3661347","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3661347","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":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3626772.3661347","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103326001","display_name":"Jiaqi Deng","orcid":"https://orcid.org/0009-0008-5426-127X"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jiaqi Deng","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034376285","display_name":"Kaize Shi","orcid":"https://orcid.org/0000-0003-3561-3627"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kaize Shi","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102878677","display_name":"Huan Huo","orcid":"https://orcid.org/0000-0003-2440-714X"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Huan Huo","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015695408","display_name":"Dingxian Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I21160419","display_name":"Ansys (United States)","ror":"https://ror.org/05cf5b117","country_code":"US","type":"company","lineage":["https://openalex.org/I21160419"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dingxian Wang","raw_affiliation_strings":["Etsy Inc., New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Etsy Inc., New York, NY, USA","institution_ids":["https://openalex.org/I21160419"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051512158","display_name":"Guandong Xu","orcid":"https://orcid.org/0000-0003-4493-6663"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I4210086892","display_name":"Education University of Hong Kong","ror":"https://ror.org/000t0f062","country_code":"HK","type":"education","lineage":["https://openalex.org/I4210086892"]}],"countries":["AU","HK"],"is_corresponding":false,"raw_author_name":"Guandong Xu","raw_affiliation_strings":["University of Technology Sydney &amp; The Education University of Hong Kong, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney &amp; The Education University of Hong Kong, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466","https://openalex.org/I4210086892"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103326001"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08415528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2870","last_page":"2874"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"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/T10028","display_name":"Topic Modeling","score":0.9976000189781189,"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":0.9855999946594238,"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/listing","display_name":"Listing (finance)","score":0.7465149164199829},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.6797639727592468},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.652301549911499},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5647530555725098},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3424278497695923},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17202523350715637}],"concepts":[{"id":"https://openalex.org/C2779820595","wikidata":"https://www.wikidata.org/wiki/Q798505","display_name":"Listing (finance)","level":2,"score":0.7465149164199829},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.6797639727592468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.652301549911499},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5647530555725098},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3424278497695923},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17202523350715637},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3626772.3661347","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3661347","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":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3626772.3661347","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3661347","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":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2998015864","display_name":null,"funder_award_id":"DP22010371, LE220100078","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G7441462280","display_name":null,"funder_award_id":"62072257","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2888103369","https://openalex.org/W2890721473","https://openalex.org/W2896457183","https://openalex.org/W2936695845","https://openalex.org/W2952861497","https://openalex.org/W2963450096","https://openalex.org/W2965854689","https://openalex.org/W2974246429","https://openalex.org/W2998733554","https://openalex.org/W3094502228","https://openalex.org/W3153281824","https://openalex.org/W4224307896","https://openalex.org/W4224315255","https://openalex.org/W4226182655","https://openalex.org/W4284708663","https://openalex.org/W4288088047","https://openalex.org/W4298289240","https://openalex.org/W4385571272","https://openalex.org/W4385571273"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W293204540","https://openalex.org/W4360847453","https://openalex.org/W2795534283","https://openalex.org/W1554695299","https://openalex.org/W1964535445","https://openalex.org/W2390279801","https://openalex.org/W4210513147","https://openalex.org/W2358668433"],"abstract_inverted_index":{"Product":[0],"titles":[1,21,63,90,93,170,204],"on":[2],"e-commerce":[3],"marketplaces":[4],"often":[5,71],"suffer":[6],"from":[7,88,168,213],"verbosity":[8],"and":[9,26,34,48,147,171],"inaccuracy,":[10],"hindering":[11],"effective":[12],"communication":[13],"of":[14,174],"essential":[15,207],"product":[16,35,40,58],"details":[17],"to":[18,22,39,60,83,109,113,158],"customers.":[19],"Refining":[20],"be":[23],"more":[24],"concise":[25],"informative":[27],"is":[28,184],"crucial":[29],"for":[30,124],"better":[31],"user":[32],"experience":[33],"promotion.":[36],"Recent":[37],"solutions":[38],"title":[41,125,150],"refinement":[42,126,151,189],"follow":[43],"the":[44,114,160,166,172,180,214],"standard":[45],"text":[46],"extractive":[47],"generative":[49,69],"methods.":[50],"Some":[51],"also":[52],"leverage":[53],"multimodal":[54,121,208],"information,":[55],"e.g.":[56],"using":[57],"images":[59],"supplement":[61],"original":[62,89,161,169,215],"with":[64,210],"visual":[65,85,156],"knowledge.":[66],"However,":[67],"these":[68],"methods":[70,102],"produce":[72],"additional":[73],"terms":[74],"not":[75],"endorsed":[76],"by":[77,141,186],"sellers.":[78],"Thus,":[79],"it":[80],"remains":[81],"challenging":[82],"incorporate":[84],"information":[86,146,157],"missing":[87],"into":[91],"refined":[92,203],"without":[94],"excessively":[95],"introducing":[96],"novel":[97,176],"terms.":[98],"Additionally,":[99],"most":[100],"existing":[101],"require":[103],"human-labeled":[104],"datasets,":[105],"which":[106],"are":[107],"laborious":[108],"construct.":[110],"In":[111],"response":[112],"two":[115,129],"challenges,":[116],"we":[117,178],"present":[118],"a":[119,133,149,187],"self-supervised":[120],"framework":[122,197],"(HLATR)":[123],"that":[127,137,153,183,194,205],"comprises":[128],"key":[130],"modules:":[131],"(1)":[132],"perturbated":[134],"sample":[135],"generator":[136],"constructs":[138],"training":[139],"data":[140],"systematically":[142],"mining":[143],"homogeneous":[144],"listing":[145],"(2)":[148],"network":[152],"effectively":[154],"harnesses":[155],"refine":[159],"titles.":[162],"To":[163],"explicitly":[164],"balance":[165],"extraction":[167],"generation":[173],"supplementary":[175],"terms,":[177],"adapt":[179],"copy":[181],"mechanism":[182],"guided":[185],"focused":[188],"loss.":[190],"Extensive":[191],"experiments":[192],"demonstrate":[193],"our":[195],"proposed":[196],"consistently":[198],"outperforms":[199],"others":[200],"in":[201],"generating":[202],"contain":[206],"semantics":[209],"minimal":[211],"deviation":[212],"ones.":[216]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
