{"id":"https://openalex.org/W3093594840","doi":"https://doi.org/10.1145/3340531.3412740","title":"Query-aware Tip Generation for Vertical Search","display_name":"Query-aware Tip Generation for Vertical Search","publication_year":2020,"publication_date":"2020-10-19","ids":{"openalex":"https://openalex.org/W3093594840","doi":"https://doi.org/10.1145/3340531.3412740","mag":"3093594840"},"language":"en","primary_location":{"id":"doi:10.1145/3340531.3412740","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3412740","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100397616","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0002-5070-4511"},"institutions":[{"id":"https://openalex.org/I4210087373","display_name":"Meizu (China)","ror":"https://ror.org/0067g4302","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210087373"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yang","raw_affiliation_strings":["Meituan, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meituan, Beijing, China","institution_ids":["https://openalex.org/I4210087373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033655216","display_name":"Junmei Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junmei Hao","raw_affiliation_strings":["Xi'an Jiaotong University, Xian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong University, Xian, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088899840","display_name":"Canjia Li","orcid":"https://orcid.org/0000-0003-2758-3296"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Canjia Li","raw_affiliation_strings":["University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100693880","display_name":"Zili Wang","orcid":"https://orcid.org/0000-0002-5003-3092"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"id":"https://openalex.org/I4210087373","display_name":"Meizu (China)","ror":"https://ror.org/0067g4302","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210087373"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zili Wang","raw_affiliation_strings":["Meituan, Beijing, China","Xidian University, Xian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meituan, Beijing, China","institution_ids":["https://openalex.org/I4210087373"]},{"raw_affiliation_string":"Xidian University, Xian, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695181","display_name":"Jingang Wang","orcid":"https://orcid.org/0000-0002-2999-3371"},"institutions":[{"id":"https://openalex.org/I4210087373","display_name":"Meizu (China)","ror":"https://ror.org/0067g4302","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210087373"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingang Wang","raw_affiliation_strings":["Meituan, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meituan, Beijing, China","institution_ids":["https://openalex.org/I4210087373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101586840","display_name":"Fuzheng Zhang","orcid":"https://orcid.org/0000-0002-6079-6392"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fuzheng Zhang","raw_affiliation_strings":["Meitiuan, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meitiuan, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014348447","display_name":"Rao Fu","orcid":"https://orcid.org/0009-0007-7295-9260"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rao Fu","raw_affiliation_strings":["Meituan, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meituan, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016360677","display_name":"Peixu Hou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peixu Hou","raw_affiliation_strings":["Meituan, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meituan, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100368312","display_name":"Gong Zhang","orcid":"https://orcid.org/0000-0003-0283-7050"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gong Zhang","raw_affiliation_strings":["Meituan, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meituan, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100741749","display_name":"Zhongyuan Wang","orcid":"https://orcid.org/0000-0002-3516-5353"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"id":"https://openalex.org/I4210087373","display_name":"Meizu (China)","ror":"https://ror.org/0067g4302","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210087373"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyuan Wang","raw_affiliation_strings":["Meituan, Beijing, China","Xidian University, Xian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meituan, Beijing, China","institution_ids":["https://openalex.org/I4210087373"]},{"raw_affiliation_string":"Xidian University, Xian, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4051,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.93394587,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2893","last_page":"2900"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9649999737739563,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9649999737739563,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9569000005722046,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9569000005722046,"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":0.8560341596603394},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.7153432369232178},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6536819934844971},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.6118696928024292},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6097022891044617},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5867550373077393},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.5830686688423157},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.5696964859962463},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5676929950714111},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5422923564910889},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4938240945339203},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.4655265212059021},{"id":"https://openalex.org/keywords/sargable","display_name":"Sargable","score":0.46448999643325806},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.46384790539741516},{"id":"https://openalex.org/keywords/rdf-query-language","display_name":"RDF query language","score":0.45912349224090576},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40252286195755005},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0913839042186737},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.07854115962982178}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8560341596603394},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.7153432369232178},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6536819934844971},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.6118696928024292},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6097022891044617},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5867550373077393},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.5830686688423157},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.5696964859962463},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5676929950714111},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5422923564910889},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4938240945339203},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.4655265212059021},{"id":"https://openalex.org/C192939062","wikidata":"https://www.wikidata.org/wiki/Q104840822","display_name":"Sargable","level":4,"score":0.46448999643325806},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.46384790539741516},{"id":"https://openalex.org/C96956885","wikidata":"https://www.wikidata.org/wiki/Q6138701","display_name":"RDF query language","level":5,"score":0.45912349224090576},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40252286195755005},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0913839042186737},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.07854115962982178},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3340531.3412740","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3412740","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1593271688","https://openalex.org/W1991872311","https://openalex.org/W2130942839","https://openalex.org/W2133564696","https://openalex.org/W2157331557","https://openalex.org/W2526471240","https://openalex.org/W2561360547","https://openalex.org/W2606974598","https://openalex.org/W2609482285","https://openalex.org/W2739992143","https://openalex.org/W2757121784","https://openalex.org/W2790436581","https://openalex.org/W2804552794","https://openalex.org/W2887428522","https://openalex.org/W2888103369","https://openalex.org/W2914778139","https://openalex.org/W2916803445","https://openalex.org/W2928773704","https://openalex.org/W2962965405","https://openalex.org/W2963443217","https://openalex.org/W2963450096","https://openalex.org/W2963929190","https://openalex.org/W2964121744","https://openalex.org/W2990138404","https://openalex.org/W3102307539","https://openalex.org/W3105157853","https://openalex.org/W3106439889"],"related_works":["https://openalex.org/W2096359267","https://openalex.org/W2572349046","https://openalex.org/W2392799717","https://openalex.org/W2146885082","https://openalex.org/W3125756434","https://openalex.org/W2026738364","https://openalex.org/W2124814993","https://openalex.org/W2017989738","https://openalex.org/W2367594159","https://openalex.org/W2029593518"],"abstract_inverted_index":{"As":[0,100],"a":[1,56,107],"concise":[2],"form":[3],"of":[4,44,73,93,157],"user":[5,23],"reviews,":[6],"tips":[7,45],"have":[8],"unique":[9],"advantages":[10],"to":[11,110],"explain":[12],"the":[13,42,84,90,95,98,103,115,118,122,126,135,155,158],"search":[14,27,47],"results,":[15],"assist":[16],"users'":[17],"decision":[18],"making,":[19],"and":[20,66,75,97,141],"further":[21],"improve":[22],"experience":[24],"in":[25,46],"vertical":[26],"scenarios.":[28,48],"Existing":[29],"work":[30],"on":[31,138,152],"tip":[32,58,162],"generation":[33,59,163],"does":[34],"not":[35,147],"take":[36],"query":[37,62,85,123],"into":[38,64,89,125],"consideration,":[39],"which":[40],"limits":[41],"impact":[43,86],"To":[49],"address":[50],"this":[51,53],"issue,":[52],"paper":[54],"proposes":[55],"query-aware":[57,104,119],"framework,":[60],"integrating":[61],"information":[63,113,124],"encoding":[65],"subsequent":[67],"decoding":[68],"processes.":[69],"Two":[70],"specific":[71],"adaptations":[72],"Transformer":[74],"Recurrent":[76],"Neural":[77],"Network":[78],"(RNN)":[79],"are":[80],"proposed.":[81],"For":[82],"Transformer,":[83],"is":[87],"incorporated":[88],"self-attention":[91],"computation":[92,128],"both":[94,139],"encoder":[96,105],"decoder.":[99],"for":[101,161],"RNN,":[102],"adopts":[106],"selective":[108],"network":[109],"distill":[111],"query-relevant":[112],"from":[114],"review,":[116],"while":[117],"decoder":[120],"integrates":[121],"attention":[127],"during":[129],"decoding.":[130],"The":[131],"framework":[132,160],"consistently":[133],"outperforms":[134],"competing":[136],"methods":[137],"public":[140],"real-world":[142],"industrial":[143],"datasets.":[144],"Last":[145],"but":[146],"least,":[148],"online":[149,168],"deployment":[150],"experiments":[151],"Dianping":[153],"demonstrate":[154],"advantage":[156],"proposed":[159],"as":[164,166],"well":[165],"its":[167],"business":[169],"values.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}