{"id":"https://openalex.org/W4408347322","doi":"https://doi.org/10.1109/icassp49660.2025.10888918","title":"Translational Generative Retrieval via Potential Query Generation","display_name":"Translational Generative Retrieval via Potential Query Generation","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408347322","doi":"https://doi.org/10.1109/icassp49660.2025.10888918"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5069242135","display_name":"Yihan Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yihan Guo","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103214505","display_name":"Tingwen Liu","orcid":"https://orcid.org/0000-0003-0487-0751"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingwen Liu","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080665569","display_name":"Jiawei Sheng","orcid":"https://orcid.org/0000-0002-4865-982X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Sheng","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066219365","display_name":"Duohe Ma","orcid":"https://orcid.org/0000-0002-2160-8344"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Duohe Ma","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103171540","display_name":"Ming Sun","orcid":"https://orcid.org/0000-0002-7267-3437"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Sun","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Computer Science and Engineering,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Computer Science and Engineering,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019111542","display_name":"Ling Tian","orcid":"https://orcid.org/0000-0002-8475-9203"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Tian","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Computer Science and Engineering,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Computer Science and Engineering,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5069242135"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04929696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9301999807357788,"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":0.9254999756813049,"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":0.749143123626709},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.522432267665863},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.46834418177604675},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.411390483379364}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.749143123626709},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.522432267665863},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.46834418177604675},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.411390483379364}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335892","display_name":"Youth Innovation Promotion Association","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2912924812","https://openalex.org/W2996843693","https://openalex.org/W3099700870","https://openalex.org/W3156836409","https://openalex.org/W3171737424","https://openalex.org/W3173588320","https://openalex.org/W3175665465","https://openalex.org/W3185146124","https://openalex.org/W4200635123","https://openalex.org/W4225380759","https://openalex.org/W4252076394","https://openalex.org/W4367047378","https://openalex.org/W4385567756","https://openalex.org/W4385571319","https://openalex.org/W4385573970","https://openalex.org/W4387848863","https://openalex.org/W4389520743","https://openalex.org/W4400525588","https://openalex.org/W4402670063","https://openalex.org/W4408326921","https://openalex.org/W6739901393","https://openalex.org/W6746208923","https://openalex.org/W6764357534","https://openalex.org/W6769627184","https://openalex.org/W6779872132","https://openalex.org/W6793840336","https://openalex.org/W6810136073","https://openalex.org/W6810139940","https://openalex.org/W6838282907","https://openalex.org/W6839125180","https://openalex.org/W6850138286","https://openalex.org/W6851611710","https://openalex.org/W6854380720","https://openalex.org/W6861854287"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Document":[0],"retrieval":[1,159],"aims":[2],"to":[3,7,26,60],"find":[4],"documents":[5,79],"related":[6],"the":[8,17,36,40,44,48,73,116,124,128,140],"query":[9,126],"from":[10,72,127,142],"all":[11],"candidate":[12],"documents.":[13],"Existing":[14],"studies":[15],"develop":[16],"Generative":[18,93],"Retrieval":[19,135],"approach,":[20],"which":[21,81,95,138],"assigns":[22],"a":[23,107,143,148,162],"unique":[24],"DocID":[25,42,50],"each":[27,97],"document,":[28],"and":[29,121],"then":[30],"measures":[31],"document-query":[32],"relevance":[33],"based":[34],"on":[35],"probability":[37,111],"of":[38,55,109,118],"generating":[39],"expected":[41],"for":[43],"given":[45],"query.":[46],"However,":[47],"generated":[49],"can":[51],"have":[52],"expressive":[53],"limitation":[54],"different":[56,103],"semantic":[57,61],"topics,":[58,104],"leading":[59],"gaps":[62],"in":[63,165],"document":[64,98],"retrieval.":[65,167],"Besides,":[66],"existing":[67,158],"GR":[68],"models":[69],"usually":[70],"suffer":[71],"catastrophic":[74],"forgetting":[75],"when":[76],"memorizing":[77],"new":[78,163],"incrementally,":[80],"makes":[82],"real-world":[83],"application":[84],"impractical.":[85],"To":[86,113],"overcome":[87],"these":[88],"issues,":[89],"we":[90,130],"propose":[91,131],"Translational":[92],"Retrieval,":[94],"translates":[96],"into":[99,147],"potential":[100,119],"queries":[101,120],"reflecting":[102],"specifically":[105],"by":[106],"sequence":[108],"token":[110],"distributions.":[112],"better":[114],"model":[115,146],"semantics":[117],"effectively":[122],"decode":[123],"target":[125],"distributions,":[129],"DirEcted":[132],"Acyclic":[133,150],"Graph":[134],"(DEAR)":[136],"model,":[137],"reforms":[139],"distributions":[141],"non-autoregressive":[144],"generative":[145,166],"Directed":[149],"Graph.":[151],"Experimental":[152],"results":[153],"demonstrate":[154],"that":[155],"DEAR":[156],"outperforms":[157],"models,":[160],"setting":[161],"state-of-the-art":[164]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
