{"id":"https://openalex.org/W2797342688","doi":"https://doi.org/10.1145/3178876.3186164","title":"PhotoReply","display_name":"PhotoReply","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2797342688","doi":"https://doi.org/10.1145/3178876.3186164","mag":"2797342688"},"language":"en","primary_location":{"id":"doi:10.1145/3178876.3186164","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3178876.3186164","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3186164&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3186164&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100718480","display_name":"Ning Ye","orcid":"https://orcid.org/0000-0001-7249-8352"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ning Ye","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017633018","display_name":"Ariel Fuxman","orcid":"https://orcid.org/0009-0003-6760-997X"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ariel Fuxman","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010127861","display_name":"Vivek Ramavajjala","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vivek Ramavajjala","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021923223","display_name":"Sergey Nazarov","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sergey Nazarov","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016420401","display_name":"J. Patrick McGregor","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Patrick McGregor","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103764029","display_name":"Sujith Ravi","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sujith Ravi","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":null,"apc_paid":null,"fwci":0.53,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70443727,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1893","last_page":"1899"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9925000071525574,"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":0.8281475305557251},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5473099946975708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5387952923774719},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5347968935966492},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5041388273239136},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5021047592163086},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4918239116668701},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4826355576515198},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.48250818252563477},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35439249873161316},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.343373566865921},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3405079245567322},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3379913568496704},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08703503012657166}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8281475305557251},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5473099946975708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5387952923774719},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5347968935966492},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5041388273239136},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5021047592163086},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4918239116668701},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4826355576515198},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.48250818252563477},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35439249873161316},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.343373566865921},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3405079245567322},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3379913568496704},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08703503012657166},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3178876.3186164","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3178876.3186164","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3186164&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3178876.3186164","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3178876.3186164","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3186164&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2797342688.pdf","grobid_xml":"https://content.openalex.org/works/W2797342688.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W648786980","https://openalex.org/W1514535095","https://openalex.org/W1591801644","https://openalex.org/W1773149199","https://openalex.org/W1836465849","https://openalex.org/W1895577753","https://openalex.org/W1905882502","https://openalex.org/W1975517671","https://openalex.org/W2064675550","https://openalex.org/W2096733369","https://openalex.org/W2097117768","https://openalex.org/W2119717200","https://openalex.org/W2155027007","https://openalex.org/W2176263492","https://openalex.org/W2373570000","https://openalex.org/W2752108245","https://openalex.org/W2949376505","https://openalex.org/W2949888546","https://openalex.org/W2950178297","https://openalex.org/W2962843773","https://openalex.org/W2963084599","https://openalex.org/W2963775347","https://openalex.org/W3099206234","https://openalex.org/W3103022576","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2171299904","https://openalex.org/W1647606319","https://openalex.org/W2349784553","https://openalex.org/W2183306018","https://openalex.org/W4390494008","https://openalex.org/W3022596247","https://openalex.org/W2119567889"],"abstract_inverted_index":{"We":[0,87,118,187],"introduce":[1],"the":[2,20,23,64,74,89,149,154,164,168,191],"problem":[3,21,90],"of":[4,25,73,91,99,145,156,162,190],"automatically":[5],"suggesting":[6,92],"conversational":[7],"responses":[8,42,52,93],"to":[9,94,105,127],"photos":[10,65],"and":[11,46,57,148,171,179,193,202],"present":[12,120],"an":[13,70,97,139,143],"intelligent":[14],"assistant":[15],"called":[16],"PhotoReply":[17,40,68],"that":[18,111,123],"solves":[19],"in":[22,159,167],"context":[24],"a":[26,32,35,38,109,121,133,160,172,183,194],"messaging":[27],"application.":[28],"For":[29],"example,":[30],"when":[31],"user":[33],"receives":[34],"photo":[36],"showing":[37],"dog,":[39],"suggests":[41],"such":[43],"as":[44,96],"\"Aww\u00bb\u00bb":[45],"\"Cute":[47],"terrier!\u00bb\u00bb":[48],"This":[49],"simplifies":[50],"composing":[51],"on":[53,138,199],"constrained":[54],"mobile":[55],"keyboards,":[56],"delights":[58],"users":[59],"with":[60,83,176],"uncanny":[61],"insights":[62],"into":[63],"they":[66],"receive.":[67],"is":[69,103],"integral":[71],"part":[72],"Allo":[75],"chat":[76],"application,":[77],"being":[78,163],"its":[79],"predictive":[80],"assistance":[81],"feature":[82],"highest":[84],"click-through":[85],"rate.":[86],"formalize":[88],"images":[95],"instance":[98],"multimodal":[100],"learning":[101],"which":[102],"akin":[104],"caption":[106],"generation":[107],"models,":[108],"topic":[110],"has":[112],"recently":[113],"received":[114],"significant":[115],"attention":[116],"\\citeKarpathy2015,Vinyals2015,Xu2015.":[117],"then":[119],"system":[122,131],"\"translates\u00bb\u00bb":[124],"image":[125,146,177],"pixels":[126,147],"text":[128],"responses.":[129],"The":[130],"includes":[132],"conditioned":[134],"language":[135],"model,":[136],"based":[137,198],"LSTM,":[140],"which,":[141],"given":[142],"embedding":[144],"previous":[150],"predicted":[151],"words,":[152],"calculates":[153],"probability":[155],"all":[157],"words":[158],"vocabulary":[161],"next":[165],"word":[166],"generated":[169],"response":[170],"triggering":[173],"model":[174],"trained":[175],"embeddings":[178],"concept":[180,185],"labels":[181],"from":[182],"large":[184],"taxonomy.":[186],"describe":[188],"training":[189],"models":[192],"thorough":[195],"experimental":[196],"evaluation":[197],"crowdsourced":[200],"datasets":[201],"live":[203],"traffic.":[204]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2018-04-24T00:00:00"}
