{"id":"https://openalex.org/W2889077639","doi":"https://doi.org/10.18653/v1/w18-5033","title":"Conversational Image Editing: Incremental Intent Identification in a New Dialogue Task","display_name":"Conversational Image Editing: Incremental Intent Identification in a New Dialogue Task","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2889077639","doi":"https://doi.org/10.18653/v1/w18-5033","mag":"2889077639"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w18-5033","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5033","pdf_url":"https://www.aclweb.org/anthology/W18-5033.pdf","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 19th Annual SIGdial Meeting on Discourse and Dialogue","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W18-5033.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052454382","display_name":"Ramesh Manuvinakurike","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I4210087747","display_name":"Creative Technologies (United States)","ror":"https://ror.org/001qkb777","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087747"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ramesh Manuvinakurike","raw_affiliation_strings":["Institute for Creative Technologies, University of Southern California"],"affiliations":[{"raw_affiliation_string":"Institute for Creative Technologies, University of Southern California","institution_ids":["https://openalex.org/I4210087747","https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113663962","display_name":"Trung Bui","orcid":null},"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":"Trung Bui","raw_affiliation_strings":["Adobe Research"],"affiliations":[{"raw_affiliation_string":"Adobe Research","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103861221","display_name":"Walter Chang","orcid":null},"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":"Walter Chang","raw_affiliation_strings":["Adobe Research"],"affiliations":[{"raw_affiliation_string":"Adobe Research","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112401163","display_name":"Kallirroi Georgila","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I4210087747","display_name":"Creative Technologies (United States)","ror":"https://ror.org/001qkb777","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087747"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kallirroi Georgila","raw_affiliation_strings":["Institute for Creative Technologies, University of Southern California"],"affiliations":[{"raw_affiliation_string":"Institute for Creative Technologies, University of Southern California","institution_ids":["https://openalex.org/I4210087747","https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052454382"],"corresponding_institution_ids":["https://openalex.org/I1174212","https://openalex.org/I4210087747"],"apc_list":null,"apc_paid":null,"fwci":3.5834,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.94306452,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"284","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9988999962806702,"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/T12031","display_name":"Speech and dialogue systems","score":0.9988999962806702,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9955999851226807,"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/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.775769054889679},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7142173051834106},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.694827675819397},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.506269097328186},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4787929952144623},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47009822726249695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4563193917274475},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.4323046803474426},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3732067942619324},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3201913833618164},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08314397931098938}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.775769054889679},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7142173051834106},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.694827675819397},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.506269097328186},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4787929952144623},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47009822726249695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4563193917274475},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.4323046803474426},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3732067942619324},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3201913833618164},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08314397931098938},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w18-5033","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5033","pdf_url":"https://www.aclweb.org/anthology/W18-5033.pdf","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 19th Annual SIGdial Meeting on Discourse and Dialogue","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w18-5033","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5033","pdf_url":"https://www.aclweb.org/anthology/W18-5033.pdf","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 19th Annual SIGdial Meeting on Discourse and Dialogue","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4099999964237213,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320307786","display_name":"Adobe Systems","ror":"https://ror.org/059tvcg64"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2889077639.pdf","grobid_xml":"https://content.openalex.org/works/W2889077639.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W8316075","https://openalex.org/W10091582","https://openalex.org/W149508282","https://openalex.org/W1010839910","https://openalex.org/W1526096287","https://openalex.org/W1861492603","https://openalex.org/W1933349210","https://openalex.org/W1969616664","https://openalex.org/W1974105891","https://openalex.org/W1987835821","https://openalex.org/W2026431544","https://openalex.org/W2106007254","https://openalex.org/W2110633879","https://openalex.org/W2133990480","https://openalex.org/W2156830856","https://openalex.org/W2163605009","https://openalex.org/W2166700048","https://openalex.org/W2187089797","https://openalex.org/W2250539671","https://openalex.org/W2250891614","https://openalex.org/W2251587124","https://openalex.org/W2277195237","https://openalex.org/W2278865652","https://openalex.org/W2295434193","https://openalex.org/W2312383716","https://openalex.org/W2399301052","https://openalex.org/W2402144811","https://openalex.org/W2493916176","https://openalex.org/W2525290110","https://openalex.org/W2525695389","https://openalex.org/W2558809543","https://openalex.org/W2573626026","https://openalex.org/W2576526989","https://openalex.org/W2583186419","https://openalex.org/W2605035112","https://openalex.org/W2741802726","https://openalex.org/W2768661419","https://openalex.org/W2774397635","https://openalex.org/W2786387151","https://openalex.org/W2806890901","https://openalex.org/W2953384591","https://openalex.org/W2962803631","https://openalex.org/W2963351776","https://openalex.org/W2964036636","https://openalex.org/W2964106094","https://openalex.org/W2964139507","https://openalex.org/W2964331270","https://openalex.org/W3087871082","https://openalex.org/W4232432298","https://openalex.org/W4246860817"],"related_works":["https://openalex.org/W4319453795","https://openalex.org/W4205104112","https://openalex.org/W1974870326","https://openalex.org/W2770776392","https://openalex.org/W3176454756","https://openalex.org/W2772330423","https://openalex.org/W4386301887","https://openalex.org/W2888888887","https://openalex.org/W3006381446","https://openalex.org/W3163523050"],"abstract_inverted_index":{"We":[0,20,46],"present":[1],"\"conversational":[2],"image":[3],"editing\",":[4],"a":[5],"novel":[6],"real-world":[7],"application":[8],"domain":[9],"combining":[10],"dialogue,":[11],"visual":[12],"information,":[13],"and":[14,30,42,67,104],"the":[15,22,102],"use":[16],"of":[17,24],"computer":[18],"vision.":[19],"discuss":[21],"importance":[23],"dialogue":[25,77],"incrementality":[26],"in":[27,108],"this":[28],"task,":[29],"build":[31],"various":[32],"models":[33,57],"for":[34,84,101],"incremental":[35,94],"intent":[36,95],"identification":[37,86],"based":[38,51,58,74],"on":[39,52,59,75],"deep":[40],"learning":[41],"traditional":[43],"classification":[44],"algorithms.":[45],"show":[47],"how":[48],"our":[49],"model":[50],"convolutional":[53],"neural":[54],"networks":[55],"outperforms":[56],"random":[60,69],"forests,":[61],"long":[62],"short":[63],"term":[64],"memory":[65],"networks,":[66],"conditional":[68],"fields.":[70],"By":[71],"training":[72],"embeddings":[73],"image-related":[76],"corpora,":[78],"we":[79],"outperform":[80],"pre-trained":[81],"out-of-the-box":[82],"embeddings,":[83],"intention":[85],"tasks.":[87,110],"Our":[88],"experiments":[89],"also":[90],"provide":[91],"evidence":[92],"that":[93],"processing":[96],"may":[97],"be":[98],"more":[99],"efficient":[100],"user":[103],"could":[105],"save":[106],"time":[107],"accomplishing":[109]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":11},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
