{"id":"https://openalex.org/W4384641222","doi":"https://doi.org/10.1145/3539618.3591826","title":"Multi-lingual Semantic Search for Domain-specific Applications: Adobe Photoshop and Illustrator Help Search","display_name":"Multi-lingual Semantic Search for Domain-specific Applications: Adobe Photoshop and Illustrator Help Search","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384641222","doi":"https://doi.org/10.1145/3539618.3591826"},"language":"en","primary_location":{"id":"doi:10.1145/3539618.3591826","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3539618.3591826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","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/A5101414463","display_name":"Jayant Kumar","orcid":"https://orcid.org/0009-0004-3858-5961"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jayant Kumar","raw_affiliation_strings":["Adobe Inc., San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0009-0004-3858-5961","affiliations":[{"raw_affiliation_string":"Adobe Inc., San Jose, CA, USA","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101988590","display_name":"Ashok Gupta","orcid":"https://orcid.org/0009-0006-8133-6551"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashok Gupta","raw_affiliation_strings":["Adobe Inc., San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0009-0006-8133-6551","affiliations":[{"raw_affiliation_string":"Adobe Inc., San Jose, CA, USA","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066809215","display_name":"Z.P. Lu","orcid":"https://orcid.org/0009-0002-8914-8054"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaoyu Lu","raw_affiliation_strings":["Adobe Inc., San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0009-0002-8914-8054","affiliations":[{"raw_affiliation_string":"Adobe Inc., San Jose, CA, USA","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011215249","display_name":"Andrei Stefan","orcid":"https://orcid.org/0009-0005-7552-6327"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrei Stefan","raw_affiliation_strings":["Adobe Inc., San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0009-0005-7552-6327","affiliations":[{"raw_affiliation_string":"Adobe Inc., San Jose, CA, USA","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031305137","display_name":"Tracy Holloway King","orcid":"https://orcid.org/0000-0002-7956-505X"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tracy Holloway King","raw_affiliation_strings":["Adobe Inc., San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7956-505X","affiliations":[{"raw_affiliation_string":"Adobe Inc., San Jose, CA, USA","institution_ids":["https://openalex.org/I1306409833"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1306409833"],"apc_list":null,"apc_paid":null,"fwci":0.2178,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41522447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3225","last_page":"3229"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T12016","display_name":"Web Data Mining and Analysis","score":0.9987999796867371,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9979000091552734,"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/leverage","display_name":"Leverage (statistics)","score":0.8490124940872192},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8273425102233887},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6934025883674622},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6201014518737793},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.526728630065918},{"id":"https://openalex.org/keywords/semantic-search","display_name":"Semantic search","score":0.4951991140842438},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.45195525884628296},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3874574303627014},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.33456969261169434},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.330338716506958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26832014322280884}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.8490124940872192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8273425102233887},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6934025883674622},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6201014518737793},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.526728630065918},{"id":"https://openalex.org/C166423231","wikidata":"https://www.wikidata.org/wiki/Q1891170","display_name":"Semantic search","level":3,"score":0.4951991140842438},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.45195525884628296},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3874574303627014},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.33456969261169434},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.330338716506958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26832014322280884},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3539618.3591826","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3539618.3591826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2125771191","https://openalex.org/W2965373594","https://openalex.org/W2970641574","https://openalex.org/W2978017171","https://openalex.org/W3035390927","https://openalex.org/W4284690089","https://openalex.org/W4297808394"],"related_works":["https://openalex.org/W2133831373","https://openalex.org/W2359166167","https://openalex.org/W3590553","https://openalex.org/W3110844189","https://openalex.org/W4297963434","https://openalex.org/W2098875573","https://openalex.org/W2153030345","https://openalex.org/W1976839151","https://openalex.org/W2336826532","https://openalex.org/W2214614887"],"abstract_inverted_index":{"Search":[0],"has":[1],"become":[2],"an":[3],"integral":[4],"part":[5],"of":[6],"Adobe":[7],"products":[8],"and":[9,22,28,36,43,73,82,84],"users":[10,45],"rely":[11],"on":[12,62,71],"it":[13],"to":[14,24,29,66,88],"learn":[15],"about":[16],"tool":[17],"usage,":[18],"shortcuts,":[19],"quick":[20],"links,":[21],"ways":[23],"add":[25],"creative":[26],"effects":[27],"find":[30],"assets":[31],"such":[32,40],"as":[33,41],"backgrounds,":[34],"templates,":[35],"fonts.":[37],"Within":[38],"applications":[39],"Photoshop":[42],"Illustrator,":[44],"express":[46],"domain-specific":[47],"search":[48,70],"intents":[49],"via":[50],"short":[51],"text":[52],"queries.":[53],"In":[54],"this":[55,114],"work,":[56],"we":[57],"leverage":[58],"sentence-BERT":[59],"models":[60,92],"fine-tuned":[61],"Adobe's":[63],"HelpX":[64],"data":[65,79,87],"perform":[67],"multi-lingual":[68],"semantic":[69,98,107],"help":[72],"tutorial":[74],"documents.":[75],"We":[76,100],"used":[77],"behavioral":[78],"(queries,":[80],"clicks,":[81],"impressions)":[83],"additional":[85],"annotated":[86],"train":[89],"several":[90],"BERT-based":[91],"for":[93,97,118],"scoring":[94],"query-document":[95],"pairs":[96],"similarity.":[99],"benchmarked":[101],"the":[102],"keyword-based":[103],"production":[104],"system":[105],"against":[106],"search.":[108],"Subsequent":[109],"AB":[110],"tests":[111],"demonstrate":[112],"that":[113],"approach":[115],"improves":[116],"engagement":[117],"longer":[119],"queries":[120],"while":[121],"reducing":[122],"null":[123],"results":[124],"significantly.":[125]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}