{"id":"https://openalex.org/W4396833729","doi":"https://doi.org/10.1145/3613904.3642217","title":"Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation","display_name":"Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4396833729","doi":"https://doi.org/10.1145/3613904.3642217"},"language":"en","primary_location":{"id":"doi:10.1145/3613904.3642217","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642217","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642217","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642217","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027159458","display_name":"Susan Lin","orcid":"https://orcid.org/0009-0007-3012-8063"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Susan Lin","raw_affiliation_strings":["EECS, UC Berkeley, United States"],"raw_orcid":"https://orcid.org/0009-0007-3012-8063","affiliations":[{"raw_affiliation_string":"EECS, UC Berkeley, United States","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083142988","display_name":"Jeremy Warner","orcid":"https://orcid.org/0000-0002-1732-4154"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy Warner","raw_affiliation_strings":["EECS, UC Berkeley, United States"],"raw_orcid":"https://orcid.org/0000-0002-1732-4154","affiliations":[{"raw_affiliation_string":"EECS, UC Berkeley, United States","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065870025","display_name":"J.D. Zamfirescu-Pereira","orcid":"https://orcid.org/0000-0002-5310-6728"},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.D. Zamfirescu-Pereira","raw_affiliation_strings":["Computer Science, UC Berkeley, United States"],"raw_orcid":"https://orcid.org/0000-0002-5310-6728","affiliations":[{"raw_affiliation_string":"Computer Science, UC Berkeley, United States","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048302700","display_name":"M. Lee","orcid":"https://orcid.org/0000-0002-0863-7415"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew G Lee","raw_affiliation_strings":["EECS, UC Berkeley, United States"],"raw_orcid":"https://orcid.org/0000-0002-0863-7415","affiliations":[{"raw_affiliation_string":"EECS, UC Berkeley, United States","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042848874","display_name":"Sauhard Jain","orcid":"https://orcid.org/0009-0001-0518-1221"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sauhard Jain","raw_affiliation_strings":["University of California, Berkeley, United States"],"raw_orcid":"https://orcid.org/0009-0001-0518-1221","affiliations":[{"raw_affiliation_string":"University of California, Berkeley, United States","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069085463","display_name":"Shanqing Cai","orcid":"https://orcid.org/0000-0003-4514-1715"},"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":"Shanqing Cai","raw_affiliation_strings":["Google, United States"],"raw_orcid":"https://orcid.org/0000-0003-4514-1715","affiliations":[{"raw_affiliation_string":"Google, United States","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030347098","display_name":"Piyawat Lertvittayakumjorn","orcid":"https://orcid.org/0000-0002-2784-9827"},"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":"Piyawat Lertvittayakumjorn","raw_affiliation_strings":["Google, United States"],"raw_orcid":"https://orcid.org/0000-0002-2784-9827","affiliations":[{"raw_affiliation_string":"Google, United States","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059880425","display_name":"Michael Xuelin Huang","orcid":"https://orcid.org/0000-0001-5695-2869"},"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":"Michael Xuelin Huang","raw_affiliation_strings":["Google, United States"],"raw_orcid":"https://orcid.org/0000-0001-5695-2869","affiliations":[{"raw_affiliation_string":"Google, United States","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005293560","display_name":"Shumin Zhai","orcid":"https://orcid.org/0000-0003-0752-2090"},"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":"Shumin Zhai","raw_affiliation_strings":["Google, United States"],"raw_orcid":"https://orcid.org/0000-0003-0752-2090","affiliations":[{"raw_affiliation_string":"Google, United States","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087718561","display_name":"Bjoern Hartmann","orcid":"https://orcid.org/0000-0002-0693-0829"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bjoern Hartmann","raw_affiliation_strings":["EECS, UC Berkeley, United States"],"raw_orcid":"https://orcid.org/0000-0002-0693-0829","affiliations":[{"raw_affiliation_string":"EECS, UC Berkeley, United States","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077675371","display_name":"Can Liu","orcid":"https://orcid.org/0000-0003-3267-3317"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Can Liu","raw_affiliation_strings":["School of Creative Media, City University of Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-3267-3317","affiliations":[{"raw_affiliation_string":"School of Creative Media, City University of Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5027159458"],"corresponding_institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":11.2586,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.9874834,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9987999796867371,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9987999796867371,"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/T10260","display_name":"Software Engineering Research","score":0.9965999722480774,"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/T10028","display_name":"Topic Modeling","score":0.9955999851226807,"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/dictation","display_name":"Dictation","score":0.9152700901031494},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8637520670890808},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.6679834127426147},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.5831150412559509},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5670478343963623},{"id":"https://openalex.org/keywords/gist","display_name":"GiST","score":0.5213317275047302},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3719191253185272},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3352082371711731},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2611546218395233},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1328181028366089}],"concepts":[{"id":"https://openalex.org/C2779077324","wikidata":"https://www.wikidata.org/wiki/Q1087138","display_name":"Dictation","level":2,"score":0.9152700901031494},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8637520670890808},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.6679834127426147},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.5831150412559509},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5670478343963623},{"id":"https://openalex.org/C2775922572","wikidata":"https://www.wikidata.org/wiki/Q83567","display_name":"GiST","level":3,"score":0.5213317275047302},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3719191253185272},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3352082371711731},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2611546218395233},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1328181028366089},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C16930146","wikidata":"https://www.wikidata.org/wiki/Q4381253","display_name":"Stromal cell","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3613904.3642217","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642217","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642217","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3613904.3642217","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642217","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642217","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396833729.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2012205861","https://openalex.org/W2108518773","https://openalex.org/W2124262094","https://openalex.org/W2133286915","https://openalex.org/W2607145698","https://openalex.org/W2782574535","https://openalex.org/W2888936194","https://openalex.org/W2967206385","https://openalex.org/W3015722595","https://openalex.org/W3040900470","https://openalex.org/W3101638716","https://openalex.org/W3121677306","https://openalex.org/W3199492011","https://openalex.org/W3206079177","https://openalex.org/W3207043055","https://openalex.org/W4220776662","https://openalex.org/W4221055872","https://openalex.org/W4281741206","https://openalex.org/W4292595872","https://openalex.org/W4292760860","https://openalex.org/W4309620206","https://openalex.org/W4366548330","https://openalex.org/W4366548486","https://openalex.org/W4383679928","https://openalex.org/W4384520752","https://openalex.org/W4385438855","https://openalex.org/W4385569962","https://openalex.org/W4387801427","https://openalex.org/W4387835509"],"related_works":["https://openalex.org/W2353325398","https://openalex.org/W2558599680","https://openalex.org/W2367608902","https://openalex.org/W2359823483","https://openalex.org/W2392667367","https://openalex.org/W2381559703","https://openalex.org/W2353027778","https://openalex.org/W2381835873","https://openalex.org/W2938137567","https://openalex.org/W2381121659"],"abstract_inverted_index":{"Dictation":[0],"enables":[1],"efficient":[2],"text":[3,18,39,80],"input":[4],"on":[5],"mobile":[6],"devices.":[7],"However,":[8],"writing":[9],"with":[10,40,65,111,134],"speech":[11],"can":[12],"produce":[13],"disfluent,":[14],"wordy,":[15],"and":[16,19,48,55,63,77,94,104],"incoherent":[17],"thus":[20],"requires":[21],"heavy":[22],"post-processing.":[23],"This":[24],"paper":[25],"presents":[26],"Rambler,":[27],"an":[28],"LLM-powered":[29],"graphical":[30],"user":[31,136,145],"interface":[32],"that":[33,96],"supports":[34],"gist-level":[35],"manipulation":[36],"of":[37,44,122],"dictated":[38,79],"two":[41],"main":[42],"sets":[43],"functions:":[45],"gist":[46],"extraction":[47,52],"macro":[49,69],"revision.":[50],"Gist":[51],"generates":[53],"keywords":[54],"summaries":[56],"as":[57,128],"anchors":[58],"to":[59,73],"support":[60],"the":[61,89,120,139],"review":[62],"interaction":[64],"spoken":[66,102],"text.":[67],"LLM-assisted":[68],"revisions":[70,133],"allow":[71],"users":[72],"respeak,":[74],"split,":[75],"merge,":[76],"transform":[78],"without":[81],"specifying":[82],"precise":[83],"editing":[84],"locations.":[85],"Together":[86],"they":[87],"pave":[88],"way":[90],"for":[91],"interactive":[92],"dictation":[93],"revision":[95],"help":[97],"close":[98],"gaps":[99],"between":[100],"spontaneously":[101],"words":[103],"well-structured":[105],"writing.":[106],"In":[107],"a":[108,123],"comparative":[109],"study":[110],"12":[112],"participants":[113],"performing":[114],"verbal":[115],"composition":[116],"tasks,":[117],"Rambler":[118],"outperformed":[119],"baseline":[121],"speech-to-text":[124],"editor":[125],"+":[126],"ChatGPT,":[127],"it":[129],"better":[130],"facilitates":[131],"iterative":[132],"enhanced":[135],"control":[137],"over":[138],"content":[140],"while":[141],"supporting":[142],"surprisingly":[143],"diverse":[144],"strategies.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":28},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2024-05-12T00:00:00"}