{"id":"https://openalex.org/W105852416","doi":"https://doi.org/10.21437/interspeech.2006-429","title":"Summarization evaluation for text and speech: issues and approaches","display_name":"Summarization evaluation for text and speech: issues and approaches","publication_year":2006,"publication_date":"2006-09-17","ids":{"openalex":"https://openalex.org/W105852416","doi":"https://doi.org/10.21437/interspeech.2006-429","mag":"105852416"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2006-429","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2006-429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2006","raw_type":"proceedings-article"},"type":"conference-paper","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/A5032571629","display_name":"Ani Nenkova","orcid":"https://orcid.org/0000-0002-5825-7875"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ani Nenkova","raw_affiliation_strings":["Stanford University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032571629"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"paper 2079","last_page":"Wed1WeS.1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":1.0,"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":1.0,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9955999851226807,"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":0.9905933141708374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.852127730846405},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.6106191873550415},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5067077279090881},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4784146249294281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4648636281490326},{"id":"https://openalex.org/keywords/multi-document-summarization","display_name":"Multi-document summarization","score":0.4620145857334137},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3524513840675354},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.05343222618103027}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9905933141708374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.852127730846405},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.6106191873550415},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5067077279090881},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4784146249294281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4648636281490326},{"id":"https://openalex.org/C134714966","wikidata":"https://www.wikidata.org/wiki/Q6934448","display_name":"Multi-document summarization","level":3,"score":0.4620145857334137},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3524513840675354},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.05343222618103027},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21437/interspeech.2006-429","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2006-429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2006","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W9655565","https://openalex.org/W127273041","https://openalex.org/W183036423","https://openalex.org/W1479700690","https://openalex.org/W1482114536","https://openalex.org/W1501617060","https://openalex.org/W1503071992","https://openalex.org/W1513892092","https://openalex.org/W1753146643","https://openalex.org/W1974339500","https://openalex.org/W1986304067","https://openalex.org/W1988352834","https://openalex.org/W1998720920","https://openalex.org/W2014571624","https://openalex.org/W2017187090","https://openalex.org/W2024013984","https://openalex.org/W2040326218","https://openalex.org/W2044120473","https://openalex.org/W2062432826","https://openalex.org/W2101105183","https://openalex.org/W2102065370","https://openalex.org/W2137591918","https://openalex.org/W2145907631","https://openalex.org/W2149593800","https://openalex.org/W2154652894"],"related_works":["https://openalex.org/W2104677027","https://openalex.org/W3164984162","https://openalex.org/W2902627734","https://openalex.org/W2112885393","https://openalex.org/W1990695371","https://openalex.org/W2173208124","https://openalex.org/W2568827738","https://openalex.org/W2099859325","https://openalex.org/W2365100044","https://openalex.org/W2474342320"],"abstract_inverted_index":{"This":[0],"paper":[1],"surveys":[2],"current":[3],"text":[4],"and":[5,13],"speech":[6,27,52],"summarization":[7,22],"evaluation":[8],"approaches.":[9],"It":[10],"discusses":[11],"advantages":[12],"disadvantages":[14],"of":[15,20],"these,":[16],"with":[17],"the":[18],"goal":[19],"identifying":[21],"techniques":[23],"most":[24],"suitable":[25,49],"to":[26],"summarization.":[28],"Precision/recall":[29],"schemes,":[30],"as":[31,33,47],"well":[32],"summary":[34],"accuracy":[35],"measures":[36],"which":[37],"incorporate":[38],"weightings":[39],"based":[40],"on":[41],"multiple":[42],"human":[43],"decisions,":[44],"are":[45],"suggested":[46],"particularly":[48],"in":[50],"evaluating":[51],"summaries.":[53]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":6}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
