{"id":"https://openalex.org/W2741483887","doi":"https://doi.org/10.18653/v1/w17-2319","title":"Deep Learning for Punctuation Restoration in Medical Reports","display_name":"Deep Learning for Punctuation Restoration in Medical Reports","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2741483887","doi":"https://doi.org/10.18653/v1/w17-2319","mag":"2741483887"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2319","pdf_url":"https://www.aclweb.org/anthology/W17-2319.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.aclweb.org/anthology/W17-2319.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060898802","display_name":"Wael Salloum","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135620","display_name":"EMT Associates (United States)","ror":"https://ror.org/038emx233","country_code":"US","type":"company","lineage":["https://openalex.org/I4210135620"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wael Salloum","raw_affiliation_strings":["EMR.AI Inc 90 New Montgomery St #400 San Francisco, CA 94105, USA"],"affiliations":[{"raw_affiliation_string":"EMR.AI Inc 90 New Montgomery St #400 San Francisco, CA 94105, USA","institution_ids":["https://openalex.org/I4210135620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018350043","display_name":"Greg P. Finley","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135620","display_name":"EMT Associates (United States)","ror":"https://ror.org/038emx233","country_code":"US","type":"company","lineage":["https://openalex.org/I4210135620"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Greg Finley","raw_affiliation_strings":["EMR.AI Inc 90 New Montgomery St #400 San Francisco, CA 94105, USA"],"affiliations":[{"raw_affiliation_string":"EMR.AI Inc 90 New Montgomery St #400 San Francisco, CA 94105, USA","institution_ids":["https://openalex.org/I4210135620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112383230","display_name":"Erik Edwards","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135620","display_name":"EMT Associates (United States)","ror":"https://ror.org/038emx233","country_code":"US","type":"company","lineage":["https://openalex.org/I4210135620"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erik Edwards","raw_affiliation_strings":["EMR.AI Inc 90 New Montgomery St #400 San Francisco, CA 94105, USA"],"affiliations":[{"raw_affiliation_string":"EMR.AI Inc 90 New Montgomery St #400 San Francisco, CA 94105, USA","institution_ids":["https://openalex.org/I4210135620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039674482","display_name":"Mark A. Miller","orcid":"https://orcid.org/0000-0001-9076-6066"},"institutions":[{"id":"https://openalex.org/I4210135620","display_name":"EMT Associates (United States)","ror":"https://ror.org/038emx233","country_code":"US","type":"company","lineage":["https://openalex.org/I4210135620"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Miller","raw_affiliation_strings":["EMR.AI Inc 90 New Montgomery St #400 San Francisco, CA 94105, USA"],"affiliations":[{"raw_affiliation_string":"EMR.AI Inc 90 New Montgomery St #400 San Francisco, CA 94105, USA","institution_ids":["https://openalex.org/I4210135620"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008930900","display_name":"David Suendermann\u2010Oeft","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135620","display_name":"EMT Associates (United States)","ror":"https://ror.org/038emx233","country_code":"US","type":"company","lineage":["https://openalex.org/I4210135620"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Suendermann-Oeft","raw_affiliation_strings":["EMR.AI Inc 90 New Montgomery St #400 San Francisco, CA 94105, USA"],"affiliations":[{"raw_affiliation_string":"EMR.AI Inc 90 New Montgomery St #400 San Francisco, CA 94105, USA","institution_ids":["https://openalex.org/I4210135620"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.025,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":29,"citation_normalized_percentile":{"value":0.999968,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"159","last_page":"164"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9998,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9998,"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/T10028","display_name":"Topic Modeling","score":0.9983,"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/T13629","display_name":"Text Readability and Simplification","score":0.9976,"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/punctuation","display_name":"Punctuation","score":0.9171358},{"id":"https://openalex.org/keywords/dictation","display_name":"Dictation","score":0.64625704},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.50372976}],"concepts":[{"id":"https://openalex.org/C540372491","wikidata":"https://www.wikidata.org/wiki/Q82622","display_name":"Punctuation","level":2,"score":0.9171358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.80063766},{"id":"https://openalex.org/C2779077324","wikidata":"https://www.wikidata.org/wiki/Q1087138","display_name":"Dictation","level":2,"score":0.64625704},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5904024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.56160694},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.53007376},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.50372976},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43139938},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2088967},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2319","pdf_url":"https://www.aclweb.org/anthology/W17-2319.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2319","pdf_url":"https://www.aclweb.org/anthology/W17-2319.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"score":0.79,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":21,"referenced_works":["https://openalex.org/W1587490638","https://openalex.org/W2046499381","https://openalex.org/W2113851376","https://openalex.org/W2130616163","https://openalex.org/W2131774270","https://openalex.org/W2198918681","https://openalex.org/W2207587218","https://openalex.org/W2271840356","https://openalex.org/W2294770573","https://openalex.org/W2389295177","https://openalex.org/W2398104528","https://openalex.org/W2403334028","https://openalex.org/W2406343628","https://openalex.org/W2513522215","https://openalex.org/W2743392628","https://openalex.org/W2784570262","https://openalex.org/W2902584105","https://openalex.org/W2964199361","https://openalex.org/W32075882","https://openalex.org/W61566120","https://openalex.org/W94670513"],"related_works":["https://openalex.org/W3195418963","https://openalex.org/W2938137567","https://openalex.org/W2558599680","https://openalex.org/W2392667367","https://openalex.org/W2381835873","https://openalex.org/W2381559703","https://openalex.org/W2367608902","https://openalex.org/W2359823483","https://openalex.org/W2353325398","https://openalex.org/W2353027778"],"abstract_inverted_index":{"In":[0],"clinical":[1],"dictation,":[2],"speakers":[3],"try":[4],"to":[5,11,44,87,110],"be":[6,45],"as":[7,9,79,81],"concise":[8],"possible":[10],"save":[12],"time,":[13],"often":[14],"resulting":[15,106],"in":[16,113],"utterances":[17],"without":[18],"explicit":[19],"punctuation":[20,57],"commands.":[21],"Since":[22],"the":[23,41,88,100,105],"end":[24],"product":[25],"of":[26,64,90,102],"a":[27,54,61,82,94],"dictated":[28],"report,":[29],"e.g.":[30],"an":[31,73],"out-patient":[32],"letter,":[33],"does":[34],"require":[35],"correct":[36],"orthography,":[37],"including":[38,70],"exact":[39],"punctuation,":[40],"latter":[42],"need":[43],"restored,":[46],"preferably":[47],"by":[48],"automated":[49],"means.":[50],"This":[51],"paper":[52],"describes":[53],"method":[55],"for":[56],"restoration":[58],"based":[59],"on":[60,116],"state-of-the-art":[62],"stack":[63],"NLP":[65],"and":[66,76],"machine":[67],"learning":[68],"techniques":[69],"B-RNNs":[71],"with":[72],"attention":[74],"mechanism":[75],"late":[77],"fusion,":[78],"well":[80],"feature":[83],"extraction":[84],"technique":[85],"tailored":[86],"processing":[89],"medical":[91],"terminology":[92],"using":[93],"novel":[95],"vocabulary":[96],"reduction":[97],"model.":[98],"To":[99],"best":[101],"our":[103],"knowledge,":[104],"performance":[107],"is":[108],"superior":[109],"that":[111],"reported":[112],"prior":[114],"art":[115],"similar":[117],"tasks.":[118]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2741483887","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-01-02T12:12:13.713342","created_date":"2017-08-08"}