{"id":"https://openalex.org/W2162704429","doi":"https://doi.org/10.1109/asru.2009.5373486","title":"Graph-based submodular selection for extractive summarization","display_name":"Graph-based submodular selection for extractive summarization","publication_year":2009,"publication_date":"2009-12-01","ids":{"openalex":"https://openalex.org/W2162704429","doi":"https://doi.org/10.1109/asru.2009.5373486","mag":"2162704429"},"language":"en","primary_location":{"id":"doi:10.1109/asru.2009.5373486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asru.2009.5373486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Workshop on Automatic Speech Recognition & Understanding","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/A5029920666","display_name":"Hui Lin","orcid":"https://orcid.org/0000-0002-6559-2751"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hui Lin","raw_affiliation_strings":["Department of Electrical Engineering, University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113478221","display_name":"Jeff Bilmes","orcid":null},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff Bilmes","raw_affiliation_strings":["Department of Electrical Engineering, University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114860858","display_name":"Shasha Xie","orcid":"https://orcid.org/0009-0001-7808-4617"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shasha Xie","raw_affiliation_strings":["Department of Computer Science, University of Texas, Dallas, Richardson, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas, Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029920666"],"corresponding_institution_ids":["https://openalex.org/I201448701"],"apc_list":null,"apc_paid":null,"fwci":8.1092,"has_fulltext":false,"cited_by_count":80,"citation_normalized_percentile":{"value":0.97553961,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"1","issue":null,"first_page":"381","last_page":"386"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9919000267982483,"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/submodular-set-function","display_name":"Submodular set function","score":0.9483489394187927},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.8537593483924866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7633590698242188},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5670033097267151},{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.48421812057495117},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4451709985733032},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4129869341850281},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.41129904985427856},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.40720126032829285},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2012970745563507},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1637868583202362},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16214591264724731}],"concepts":[{"id":"https://openalex.org/C178621042","wikidata":"https://www.wikidata.org/wiki/Q7631710","display_name":"Submodular set function","level":2,"score":0.9483489394187927},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8537593483924866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7633590698242188},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5670033097267151},{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.48421812057495117},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4451709985733032},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4129869341850281},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.41129904985427856},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.40720126032829285},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2012970745563507},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1637868583202362},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16214591264724731}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/asru.2009.5373486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asru.2009.5373486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Workshop on Automatic Speech Recognition & Understanding","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.155.3546","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.155.3546","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ssli.ee.washington.edu/people/hlin/papers/lin2009-submodsum.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.330.2099","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.330.2099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://melodi.ee.washington.edu/people/bilmes/mypubs/lin2009-submodsum.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.486.4030","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.486.4030","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://melodi.ee.washington.edu/people/bilmes/mypubs/asru09.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2439194","https://openalex.org/W45588701","https://openalex.org/W177307080","https://openalex.org/W1482849335","https://openalex.org/W1498671329","https://openalex.org/W1525595230","https://openalex.org/W1574370680","https://openalex.org/W1579799841","https://openalex.org/W1591607137","https://openalex.org/W1680189815","https://openalex.org/W1831406492","https://openalex.org/W1985123706","https://openalex.org/W2017187090","https://openalex.org/W2035575256","https://openalex.org/W2066636486","https://openalex.org/W2083305840","https://openalex.org/W2085648025","https://openalex.org/W2109209963","https://openalex.org/W2110693578","https://openalex.org/W2113429086","https://openalex.org/W2125420881","https://openalex.org/W2128059732","https://openalex.org/W2137161909","https://openalex.org/W2143996311","https://openalex.org/W2144270295","https://openalex.org/W2145565331","https://openalex.org/W2152992673","https://openalex.org/W2154652894","https://openalex.org/W2156641871","https://openalex.org/W2158751803","https://openalex.org/W2963251648","https://openalex.org/W3101913037","https://openalex.org/W3118655244","https://openalex.org/W3138773240","https://openalex.org/W6634454478","https://openalex.org/W6664544935","https://openalex.org/W6676811314","https://openalex.org/W6680039683","https://openalex.org/W6681407038","https://openalex.org/W6682631176","https://openalex.org/W6683252230","https://openalex.org/W7015831105"],"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/W2963844234","https://openalex.org/W2803250016","https://openalex.org/W4312905869"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,12,81,90],"novel":[3],"approach":[4,10,72,83],"for":[5,15],"unsupervised":[6],"extractive":[7],"summarization.":[8],"Our":[9],"builds":[11],"semantic":[13,33],"graph":[14],"the":[16,32,44,51,68,75],"document":[17],"to":[18,40],"be":[19,41],"summarized.":[20],"Summary":[21],"extraction":[22],"is":[23,37],"then":[24],"formulated":[25],"as":[26],"optimizing":[27],"submodular":[28,70],"functions":[29],"defined":[30],"on":[31,50,56],"graph.":[34],"The":[35],"optimization":[36],"theoretically":[38],"guaranteed":[39],"near-optimal":[42],"under":[43],"framework":[45],"of":[46],"submodularity.":[47],"Extensive":[48],"experiments":[49],"ICSI":[52],"meeting":[53],"summarization":[54],"task":[55],"both":[57],"human":[58],"transcripts":[59],"and":[60,89],"automatic":[61],"speech":[62],"recognition":[63],"(ASR)":[64],"outputs":[65],"show":[66],"that":[67],"graph-based":[69,92],"selection":[71],"consistently":[73],"outperforms":[74],"maximum":[76],"marginal":[77],"relevance":[78],"(MMR)":[79],"approach,":[80],"concept-based":[82],"using":[84,95],"integer":[85],"linear":[86],"programming":[87],"(ILP),":[88],"recursive":[91],"ranking":[93],"algorithm":[94],"Google's":[96],"PageRank.":[97]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}