{"id":"https://openalex.org/W2151552691","doi":"https://doi.org/10.1162/089120102762671963","title":"Generating Indicative-Informative Summaries with SumUM","display_name":"Generating Indicative-Informative Summaries with SumUM","publication_year":2002,"publication_date":"2002-12-01","ids":{"openalex":"https://openalex.org/W2151552691","doi":"https://doi.org/10.1162/089120102762671963","mag":"2151552691"},"language":"en","primary_location":{"id":"doi:10.1162/089120102762671963","is_oa":true,"landing_page_url":"https://doi.org/10.1162/089120102762671963","pdf_url":"https://direct.mit.edu/coli/article-pdf/28/4/497/1797865/089120102762671963.pdf","source":{"id":"https://openalex.org/S155526855","display_name":"Computational Linguistics","issn_l":"0891-2017","issn":["0891-2017","1530-9312"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Linguistics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://direct.mit.edu/coli/article-pdf/28/4/497/1797865/089120102762671963.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046825099","display_name":"Horacio Saggion","orcid":"https://orcid.org/0000-0003-0016-7807"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Horacio Saggion","raw_affiliation_strings":["University of Sheffield, Department of Computer Science, University of Sheffield, Sheffield, England, United Kingdom, S1 4DP"],"affiliations":[{"raw_affiliation_string":"University of Sheffield, Department of Computer Science, University of Sheffield, Sheffield, England, United Kingdom, S1 4DP","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004268705","display_name":"Guy Lapalme","orcid":null},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Guy Lapalme","raw_affiliation_strings":["Universit\u00e9 de Montr\u00e9al, D\u00e9partement d'Informatique et Recherche Op\u00e9rationnelle, Universit\u00e9 de Montr\u00e9al, CP 6128, Succ Centre-Ville, Montr\u00e9al, Qu\u00e9bec, Canada, H3C 3J7"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Montr\u00e9al, D\u00e9partement d'Informatique et Recherche Op\u00e9rationnelle, Universit\u00e9 de Montr\u00e9al, CP 6128, Succ Centre-Ville, Montr\u00e9al, Qu\u00e9bec, Canada, H3C 3J7","institution_ids":["https://openalex.org/I70931966","https://openalex.org/I159129438"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004268705","https://openalex.org/A5046825099"],"corresponding_institution_ids":["https://openalex.org/I159129438","https://openalex.org/I70931966","https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":5.9661,"has_fulltext":true,"cited_by_count":140,"citation_normalized_percentile":{"value":0.96527245,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"28","issue":"4","first_page":"497","last_page":"526"},"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":0.9998000264167786,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9988999962806702,"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":0.9681851863861084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.887744128704071},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6634973287582397},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6183519959449768},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6062904000282288},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5493818521499634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4133818745613098}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9681851863861084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.887744128704071},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6634973287582397},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6183519959449768},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6062904000282288},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5493818521499634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4133818745613098},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1162/089120102762671963","is_oa":true,"landing_page_url":"https://doi.org/10.1162/089120102762671963","pdf_url":"https://direct.mit.edu/coli/article-pdf/28/4/497/1797865/089120102762671963.pdf","source":{"id":"https://openalex.org/S155526855","display_name":"Computational Linguistics","issn_l":"0891-2017","issn":["0891-2017","1530-9312"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Linguistics","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:1450","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.77.1097","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.77.1097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://acl.ldc.upenn.edu/J/J02/J02-4005.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.83.7090","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.83.7090","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://rali.iro.umontreal.ca/Publications/urls/0SaggionCL02.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:d5efc937983d4e97a96d98c819c7797d","is_oa":true,"landing_page_url":"https://doaj.org/article/d5efc937983d4e97a96d98c819c7797d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Linguistics, Vol 28, Iss 4 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1162/089120102762671963","is_oa":true,"landing_page_url":"https://doi.org/10.1162/089120102762671963","pdf_url":"https://direct.mit.edu/coli/article-pdf/28/4/497/1797865/089120102762671963.pdf","source":{"id":"https://openalex.org/S155526855","display_name":"Computational Linguistics","issn_l":"0891-2017","issn":["0891-2017","1530-9312"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Linguistics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310638","display_name":"McGill University","ror":"https://ror.org/01pxwe438"},{"id":"https://openalex.org/F4320323175","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2151552691.pdf","grobid_xml":"https://content.openalex.org/works/W2151552691.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W87595901","https://openalex.org/W98329003","https://openalex.org/W135764212","https://openalex.org/W151535116","https://openalex.org/W366251095","https://openalex.org/W629640993","https://openalex.org/W1492803714","https://openalex.org/W1497212108","https://openalex.org/W1501095784","https://openalex.org/W1512617802","https://openalex.org/W1513168555","https://openalex.org/W1514681388","https://openalex.org/W1537201249","https://openalex.org/W1540814238","https://openalex.org/W1542249801","https://openalex.org/W1550372748","https://openalex.org/W1570649273","https://openalex.org/W1573514622","https://openalex.org/W1600685128","https://openalex.org/W1825434232","https://openalex.org/W1964326564","https://openalex.org/W1966827996","https://openalex.org/W1969405577","https://openalex.org/W1974339500","https://openalex.org/W1974455138","https://openalex.org/W1977736702","https://openalex.org/W1986307766","https://openalex.org/W1993027114","https://openalex.org/W2002919652","https://openalex.org/W2018615844","https://openalex.org/W2024409340","https://openalex.org/W2028009320","https://openalex.org/W2028768122","https://openalex.org/W2038721957","https://openalex.org/W2039373390","https://openalex.org/W2041950349","https://openalex.org/W2042128417","https://openalex.org/W2048207804","https://openalex.org/W2049267503","https://openalex.org/W2050387210","https://openalex.org/W2055452728","https://openalex.org/W2063485028","https://openalex.org/W2065553296","https://openalex.org/W2087660232","https://openalex.org/W2101390659","https://openalex.org/W2110017317","https://openalex.org/W2118119027","https://openalex.org/W2127893232","https://openalex.org/W2137054733","https://openalex.org/W2137591918","https://openalex.org/W2151911696","https://openalex.org/W2158291389","https://openalex.org/W2166347079","https://openalex.org/W2166806362","https://openalex.org/W2169602691","https://openalex.org/W2170035600","https://openalex.org/W2480257970","https://openalex.org/W2613359208","https://openalex.org/W2768202782","https://openalex.org/W2941620504","https://openalex.org/W2971191871","https://openalex.org/W2988390417","https://openalex.org/W3087975536","https://openalex.org/W3088311774","https://openalex.org/W4241850027"],"related_works":["https://openalex.org/W2351187795","https://openalex.org/W2380641910","https://openalex.org/W2589098947","https://openalex.org/W2285613413","https://openalex.org/W2561691764","https://openalex.org/W2093597205","https://openalex.org/W2389846579","https://openalex.org/W2392495745","https://openalex.org/W132250100","https://openalex.org/W2725657302"],"abstract_inverted_index":{"We":[0],"present":[1],"and":[2,17,35,56,80,85,113],"evaluate":[3],"SumUM,":[4],"a":[5,11,61,75,96],"text":[6,14,86,114],"summarization":[7,131],"system":[8],"that":[9],"takes":[10],"raw":[12],"technical":[13],"as":[15],"input":[16],"produces":[18],"an":[19],"indicative":[20,24],"informative":[21,37],"summary.":[22],"The":[23,120],"part":[25,38],"of":[26,32,42,68,77,95,98,116],"the":[27,30,33,36,47,52,66,93,117],"summary":[28],"identifies":[29],"topics":[31,44],"document,":[34],"elaborates":[39],"on":[40,105],"some":[41],"these":[43],"according":[45],"to":[46],"reader's":[48],"interest.":[49],"SumUM":[50],"motivates":[51],"topics,":[53],"describes":[54],"entities,":[55],"defines":[57],"concepts.":[58],"It":[59],"is":[60,72],"first":[62],"step":[63],"for":[64],"exploring":[65],"issue":[67],"dynamic":[69],"summarization.":[70],"This":[71],"accomplished":[73],"through":[74,92],"process":[76],"shallow":[78],"syntactic":[79],"semantic":[81],"analysis,":[82],"concept":[83],"identification,":[84],"regeneration.":[87],"Our":[88],"method":[89],"was":[90],"developed":[91],"study":[94],"corpus":[97],"abstracts":[99],"written":[100],"by":[101],"professional":[102],"abstractors.":[103],"Relying":[104],"human":[106],"judgment,":[107],"we":[108],"have":[109],"evaluated":[110],"indicativeness,":[111],"informativeness,":[112],"acceptability":[115],"automatic":[118],"summaries.":[119],"results":[121],"thus":[122],"far":[123],"indicate":[124],"good":[125],"performance":[126],"when":[127],"compared":[128],"with":[129],"other":[130],"technologies.":[132]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":13},{"year":2012,"cited_by_count":14}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
