{"id":"https://openalex.org/W3016199006","doi":"https://doi.org/10.21437/interspeech.2020-1250","title":"Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings?","display_name":"Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings?","publication_year":2020,"publication_date":"2020-10-25","ids":{"openalex":"https://openalex.org/W3016199006","doi":"https://doi.org/10.21437/interspeech.2020-1250","mag":"3016199006"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2020-1250","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2020-1250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2020","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2004.05985","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035190294","display_name":"\u0141ukasz Augustyniak","orcid":"https://orcid.org/0000-0002-4090-4480"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0141ukasz Augustyniak","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029267128","display_name":"Piotr Szyma\u0144ski","orcid":"https://orcid.org/0000-0002-7733-3239"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Piotr Szyma\u0144ski","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074722232","display_name":"Miko\u0142aj Morzy","orcid":"https://orcid.org/0000-0002-2905-9538"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Miko\u0142aj Morzy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027217976","display_name":"Piotr \u017belasko","orcid":"https://orcid.org/0000-0002-8245-0413"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Piotr \u017belasko","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044973906","display_name":"Adrian Szymczak","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adrian Szymczak","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027714736","display_name":"Jan Mizgajski","orcid":"https://orcid.org/0000-0002-1774-3973"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jan Mizgajski","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060644900","display_name":"Yishay Carmiel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yishay Carmiel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5050632169","display_name":"Najim Dehak","orcid":"https://orcid.org/0000-0002-4489-5753"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Najim Dehak","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4906","last_page":"4910"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998000264167786,"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":0.9997000098228455,"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":0.9749890565872192},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7710269689559937},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6931878328323364},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6902847290039062},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6423608064651489},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5093963742256165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4977014362812042},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.20318281650543213},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05651375651359558}],"concepts":[{"id":"https://openalex.org/C540372491","wikidata":"https://www.wikidata.org/wiki/Q82622","display_name":"Punctuation","level":2,"score":0.9749890565872192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7710269689559937},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6931878328323364},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6902847290039062},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6423608064651489},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5093963742256165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4977014362812042},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.20318281650543213},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05651375651359558},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.21437/interspeech.2020-1250","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2020-1250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2020","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2004.05985","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.05985","pdf_url":"https://arxiv.org/pdf/2004.05985","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3016199006","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2004.05985v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2004.05985","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2004.05985","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2004.05985","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.05985","pdf_url":"https://arxiv.org/pdf/2004.05985","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3016199006.pdf","grobid_xml":"https://content.openalex.org/works/W3016199006.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W26608090","https://openalex.org/W94670513","https://openalex.org/W97072897","https://openalex.org/W168261181","https://openalex.org/W1504308419","https://openalex.org/W1522301498","https://openalex.org/W1524333225","https://openalex.org/W1558276682","https://openalex.org/W1587490638","https://openalex.org/W1665214252","https://openalex.org/W1836465849","https://openalex.org/W2055794139","https://openalex.org/W2074231493","https://openalex.org/W2166116787","https://openalex.org/W2166128510","https://openalex.org/W2167055684","https://openalex.org/W2250539671","https://openalex.org/W2398104528","https://openalex.org/W2402144811","https://openalex.org/W2406343628","https://openalex.org/W2513522215","https://openalex.org/W2575282817","https://openalex.org/W2745785989","https://openalex.org/W2745826985","https://openalex.org/W2757416441","https://openalex.org/W2794977396","https://openalex.org/W2810621157","https://openalex.org/W2962989741","https://openalex.org/W2965885792","https://openalex.org/W2991324852","https://openalex.org/W3009628608","https://openalex.org/W3011866533","https://openalex.org/W3202802636"],"related_works":["https://openalex.org/W3037230560","https://openalex.org/W3196771368","https://openalex.org/W2147228869","https://openalex.org/W2431971047","https://openalex.org/W2911313899","https://openalex.org/W3161760609","https://openalex.org/W2901265786","https://openalex.org/W3137608412","https://openalex.org/W3010452838","https://openalex.org/W2919666548","https://openalex.org/W3011026370","https://openalex.org/W1127114108","https://openalex.org/W2404544250","https://openalex.org/W2130616163","https://openalex.org/W35700928","https://openalex.org/W1589436371","https://openalex.org/W2128726682","https://openalex.org/W2152638814","https://openalex.org/W2945743195","https://openalex.org/W2402827806"],"abstract_inverted_index":{"Automatic":[0],"Speech":[1],"Recognition":[2],"(ASR)":[3],"systems":[4],"introduce":[5],"word":[6,35],"errors,":[7],"which":[8],"often":[9],"confuse":[10],"punctuation":[11,15,66,75],"prediction":[12,67,76],"models,":[13],"turning":[14],"restoration":[16],"into":[17],"a":[18,49],"challenging":[19],"task.":[20,68],"These":[21],"errors":[22],"usually":[23],"take":[24],"the":[25,34,38,58,61,65,71,90],"form":[26],"of":[27,33,54,60],"homonyms.":[28],"We":[29,69],"show":[30],"how":[31],"retrofitting":[32],"embeddings":[36,56],"on":[37,64],"domain-specific":[39],"data":[40],"can":[41],"mitigate":[42],"ASR":[43],"errors.":[44],"Our":[45],"main":[46],"contribution":[47],"is":[48],"method":[50,63],"for":[51],"better":[52],"alignment":[53],"homonym":[55],"and":[57],"validation":[59],"presented":[62],"record":[70],"absolute":[72],"improvement":[73],"in":[74],"accuracy":[77],"between":[78],"6.2%":[79],"(for":[80,85],"question":[81],"marks)":[82],"to":[83],"9%":[84],"periods)":[86],"when":[87],"compared":[88],"with":[89],"state-of-the-art":[91],"model.":[92]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}