{"id":"https://openalex.org/W4391095093","doi":"https://doi.org/10.1109/bigdata59044.2023.10386817","title":"Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification","display_name":"Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4391095093","doi":"https://doi.org/10.1109/bigdata59044.2023.10386817"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata59044.2023.10386817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386817","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006519125","display_name":"Zhongfen Deng","orcid":"https://orcid.org/0000-0002-8525-6333"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhongfen Deng","raw_affiliation_strings":["University of Illinois Chicago,Department of Computer Science,Chicago,Illinois,60607"],"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago,Department of Computer Science,Chicago,Illinois,60607","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101424021","display_name":"Seunghyun Yoon","orcid":"https://orcid.org/0000-0002-7262-3579"},"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":"Seunghyun Yoon","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/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/A5028863551","display_name":"Franck Dernoncourt","orcid":"https://orcid.org/0000-0002-1119-1346"},"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":"Franck Dernoncourt","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/A5103867920","display_name":"Quan Hung Tran","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":"Quan Hung Tran","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/A5102761202","display_name":"Shuaiqi Liu","orcid":"https://orcid.org/0000-0002-6754-1587"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shuaiqi Liu","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Computing,HongKong,China","Department of Computing, The Hong Kong Polytechnic University, HongKong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Computing,HongKong,China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, HongKong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039522571","display_name":"Wenting Zhao","orcid":"https://orcid.org/0000-0001-8640-1689"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenting Zhao","raw_affiliation_strings":["University of Illinois Chicago,Department of Computer Science,Chicago,Illinois,60607"],"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago,Department of Computer Science,Chicago,Illinois,60607","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375743","display_name":"Tao Zhang","orcid":"https://orcid.org/0000-0001-8882-3148"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["University of Illinois Chicago,Department of Computer Science,Chicago,Illinois,60607"],"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago,Department of Computer Science,Chicago,Illinois,60607","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354963","display_name":"Yibo Wang","orcid":"https://orcid.org/0000-0001-8872-1811"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yibo Wang","raw_affiliation_strings":["University of Illinois Chicago,Department of Computer Science,Chicago,Illinois,60607"],"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago,Department of Computer Science,Chicago,Illinois,60607","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036357902","display_name":"Philip S. Yu","orcid":"https://orcid.org/0000-0002-3491-5968"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip S. Yu","raw_affiliation_strings":["University of Illinois Chicago,Department of Computer Science,Chicago,Illinois,60607"],"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago,Department of Computer Science,Chicago,Illinois,60607","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5006519125"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":0.3497,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67919215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"636","last_page":"645"},"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":0.9997000098228455,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9984999895095825,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9773471355438232},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.8837572336196899},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8119844198226929},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.7432075142860413},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6029758453369141},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4964519143104553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49539315700531006},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.42988064885139465}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9773471355438232},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.8837572336196899},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119844198226929},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.7432075142860413},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6029758453369141},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4964519143104553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49539315700531006},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42988064885139465}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata59044.2023.10386817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386817","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1591607137","https://openalex.org/W1975879668","https://openalex.org/W2103339462","https://openalex.org/W2110693578","https://openalex.org/W2125336414","https://openalex.org/W2154652894","https://openalex.org/W2804361680","https://openalex.org/W2888507208","https://openalex.org/W2952586322","https://openalex.org/W2952890017","https://openalex.org/W2963443217","https://openalex.org/W2979826702","https://openalex.org/W2988089622","https://openalex.org/W3015468748","https://openalex.org/W3015587287","https://openalex.org/W3022773562","https://openalex.org/W3034999214","https://openalex.org/W3085629518","https://openalex.org/W3094041811","https://openalex.org/W3102049052","https://openalex.org/W3117373959","https://openalex.org/W3156636935","https://openalex.org/W3169117666","https://openalex.org/W3171639395","https://openalex.org/W3171697871","https://openalex.org/W3177464472","https://openalex.org/W3182650612","https://openalex.org/W3184814969","https://openalex.org/W3188385856","https://openalex.org/W3198147814","https://openalex.org/W3199259836","https://openalex.org/W4288089799","https://openalex.org/W4389009433","https://openalex.org/W6631501603","https://openalex.org/W6682399468","https://openalex.org/W6682631176","https://openalex.org/W6755207826","https://openalex.org/W6769627184","https://openalex.org/W6771915120","https://openalex.org/W6776048684","https://openalex.org/W6784828615"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W4306886878","https://openalex.org/W2973759123","https://openalex.org/W1517524280"],"abstract_inverted_index":{"Aspect-based":[0],"meeting":[1,18,70,83],"transcript":[2,45,71,84],"summarization":[3,51],"aims":[4],"to":[5,26,35,92,126],"produce":[6,53,127],"multiple":[7],"summaries,":[8],"each":[9],"focusing":[10],"on":[11,100,133],"one":[12,54],"aspect":[13,38,119],"of":[14,46,58,68,145],"content":[15,90],"in":[16],"a":[17,36,47,78,97,101,117],"transcript.":[19],"It":[20],"is":[21],"challenging":[22],"as":[23,120],"sentences":[24,114],"related":[25,91],"different":[27],"aspects":[28],"can":[29,39],"mingle":[30],"together,":[31],"and":[32],"those":[33],"relevant":[34],"specific":[37,93,118],"be":[40],"scattered":[41],"throughout":[42],"the":[43,65,88,105,113,121,124,128,134,143],"long":[44],"meeting.":[48],"The":[49],"traditional":[50],"methods":[52],"summary":[55],"mixing":[56],"information":[57],"all":[59],"aspects,":[60,94],"which":[61,141],"cannot":[62],"deal":[63],"with":[64,108],"above":[66],"challenges":[67],"aspect-based":[69,82,129],"summarization.":[72,85],"In":[73],"this":[74],"paper,":[75],"we":[76,95,111],"propose":[77],"two-stage":[79],"method":[80],"for":[81,116,123],"To":[86],"select":[87],"input":[89,122],"train":[96],"sentence":[98],"classifier":[99],"dataset":[102],"constructed":[103],"from":[104],"AMI":[106,135],"corpus":[107,136],"pseudo-labeling.":[109],"Then":[110],"merge":[112],"selected":[115],"summarizer":[125],"summary.":[130],"Experimental":[131],"results":[132],"outperform":[137],"many":[138],"strong":[139],"baselines,":[140],"verifies":[142],"effectiveness":[144],"our":[146],"proposed":[147],"method.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}
