{"id":"https://openalex.org/W3087841754","doi":"https://doi.org/10.18653/v1/2020.emnlp-main.641","title":"The importance of fillers for text representations of speech transcripts","display_name":"The importance of fillers for text representations of speech transcripts","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3087841754","doi":"https://doi.org/10.18653/v1/2020.emnlp-main.641","mag":"3087841754"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2020.emnlp-main.641","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.emnlp-main.641","pdf_url":null,"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 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.18653/v1/2020.emnlp-main.641","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079300416","display_name":"Tanvi Dinkar","orcid":null},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tanvi Dinkar","raw_affiliation_strings":["Institut Mines-T\u00e9l\u00e9com, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Mines-T\u00e9l\u00e9com, Paris, France","institution_ids":["https://openalex.org/I12356871","https://openalex.org/I205703379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103969906","display_name":"Pierre Colombo","orcid":null},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Colombo","raw_affiliation_strings":["T\u00e9l\u00e9com Paris, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"T\u00e9l\u00e9com Paris, Paris, France","institution_ids":["https://openalex.org/I12356871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055866824","display_name":"Matthieu Labeau","orcid":null},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthieu Labeau","raw_affiliation_strings":["University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064876801","display_name":"Chlo\u00e9 Clavel","orcid":"https://orcid.org/0000-0003-4850-3398"},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chlo\u00e9 Clavel","raw_affiliation_strings":["T\u00e9l\u00e9com Paris, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"T\u00e9l\u00e9com Paris, Paris, France","institution_ids":["https://openalex.org/I12356871"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.035,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80891409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"7985","last_page":"7993"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/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/T12031","display_name":"Speech and dialogue systems","score":0.9990000128746033,"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/spoken-language","display_name":"Spoken language","score":0.7427671551704407},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.7068125605583191},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6267211437225342},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.596842348575592},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.4792240262031555},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40052998065948486},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3280535340309143},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06698566675186157},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.04185628890991211}],"concepts":[{"id":"https://openalex.org/C2776230583","wikidata":"https://www.wikidata.org/wiki/Q1322198","display_name":"Spoken language","level":2,"score":0.7427671551704407},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.7068125605583191},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6267211437225342},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.596842348575592},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4792240262031555},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40052998065948486},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3280535340309143},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06698566675186157},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.04185628890991211},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.18653/v1/2020.emnlp-main.641","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.emnlp-main.641","pdf_url":null,"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 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2009.11340","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.11340","pdf_url":"https://arxiv.org/pdf/2009.11340","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"","raw_type":"text"},{"id":"mag:3087841754","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2009.11340.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"pmh:oai:HAL:hal-03134854v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03134854","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics, Nov 2020, Online, Dominican Republic. pp.7985-7993, &#x27E8;10.18653/v1/2020.emnlp-main.641&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.2009.11340","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2009.11340","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"doi:10.18653/v1/2020.emnlp-main.641","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.emnlp-main.641","pdf_url":null,"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 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1566289585","https://openalex.org/W2061145654","https://openalex.org/W2075398069","https://openalex.org/W2077630439","https://openalex.org/W2101652647","https://openalex.org/W2124246394","https://openalex.org/W2133054063","https://openalex.org/W2140615673","https://openalex.org/W2156494778","https://openalex.org/W2158680234","https://openalex.org/W2166637769","https://openalex.org/W2396748021","https://openalex.org/W2406143923","https://openalex.org/W2575008606","https://openalex.org/W2611669587","https://openalex.org/W2791141134","https://openalex.org/W2900338016","https://openalex.org/W2919115771","https://openalex.org/W2929134750","https://openalex.org/W2950577311","https://openalex.org/W2963250244","https://openalex.org/W2963341956","https://openalex.org/W2964121744","https://openalex.org/W2964242795","https://openalex.org/W2973230496"],"related_works":["https://openalex.org/W3100848296","https://openalex.org/W2900338016","https://openalex.org/W2963341956","https://openalex.org/W3013040126","https://openalex.org/W2965373594","https://openalex.org/W3198850411","https://openalex.org/W2034447092","https://openalex.org/W1484078554","https://openalex.org/W3158935470","https://openalex.org/W2970603031","https://openalex.org/W2963403868","https://openalex.org/W2929134750","https://openalex.org/W2250539671","https://openalex.org/W3123363315","https://openalex.org/W2622469882","https://openalex.org/W2076530412","https://openalex.org/W2147826591","https://openalex.org/W2101904248","https://openalex.org/W2219358815","https://openalex.org/W146593822"],"abstract_inverted_index":{"While":[0],"being":[1],"an":[2],"essential":[3],"component":[4],"of":[5,25],"spoken":[6,36],"language,":[7],"fillers":[8],"(e.g.\"um\"":[9],"or":[10],"\"uh\")":[11],"often":[12],"remain":[13],"overlooked":[14],"in":[15],"Spoken":[16],"Language":[17],"Understanding":[18],"(SLU)":[19],"tasks.":[20],"We":[21],"explore":[22],"the":[23],"possibility":[24],"representing":[26],"them":[27],"with":[28],"deep":[29],"contextualised":[30],"embeddings,":[31],"showing":[32],"improvements":[33],"on":[34],"modelling":[35],"language":[37],"and":[38,47],"two":[39],"downstream":[40],"tasks":[41],"-":[42],"predicting":[43],"a":[44],"speaker's":[45],"stance":[46],"expressed":[48],"confidence.":[49]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
