{"id":"https://openalex.org/W4401863199","doi":"https://doi.org/10.1145/3637528.3671469","title":"Automated Mining of Structured Knowledge from Text in the Era of Large Language Models","display_name":"Automated Mining of Structured Knowledge from Text in the Era of Large Language Models","publication_year":2024,"publication_date":"2024-08-24","ids":{"openalex":"https://openalex.org/W4401863199","doi":"https://doi.org/10.1145/3637528.3671469"},"language":"en","primary_location":{"id":"doi:10.1145/3637528.3671469","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3637528.3671469","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3637528.3671469","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 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3637528.3671469","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062324293","display_name":"Yunyi Zhang","orcid":"https://orcid.org/0000-0001-9790-4855"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunyi Zhang","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0001-9790-4855","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088945316","display_name":"Ming Zhong","orcid":"https://orcid.org/0000-0001-5728-0224"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming Zhong","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0001-5728-0224","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002970439","display_name":"Siru Ouyang","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siru Ouyang","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0009-0001-1331-424X","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064060066","display_name":"Yizhu Jiao","orcid":"https://orcid.org/0000-0003-0509-8652"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yizhu Jiao","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-0509-8652","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040682019","display_name":"Sizhe Zhou","orcid":"https://orcid.org/0009-0005-5145-7152"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sizhe Zhou","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0009-0005-5145-7152","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006972615","display_name":"Linyi Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Linyi Ding","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0009-0005-0588-1462","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019539533","display_name":"Jiawei Han","orcid":"https://orcid.org/0000-0002-3629-2696"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiawei Han","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-3629-2696","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":1.778,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87033745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"6644","last_page":"6654"},"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":0.9988999962806702,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.743274450302124},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5548094511032104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3863586485385895},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3363167941570282},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3360660970211029}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.743274450302124},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5548094511032104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3863586485385895},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3363167941570282},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3360660970211029}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3637528.3671469","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3637528.3671469","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3637528.3671469","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 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3637528.3671469","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3637528.3671469","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3637528.3671469","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 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401863199.pdf"},"referenced_works_count":91,"referenced_works":["https://openalex.org/W2285986798","https://openalex.org/W2564425030","https://openalex.org/W2775968236","https://openalex.org/W2788667846","https://openalex.org/W2809189384","https://openalex.org/W2883559670","https://openalex.org/W2890931111","https://openalex.org/W2891383691","https://openalex.org/W2903908313","https://openalex.org/W2913869196","https://openalex.org/W2950037760","https://openalex.org/W2952230191","https://openalex.org/W2955116803","https://openalex.org/W2962739339","https://openalex.org/W2962756504","https://openalex.org/W2962891712","https://openalex.org/W2963690776","https://openalex.org/W2970913210","https://openalex.org/W2981852735","https://openalex.org/W3004011066","https://openalex.org/W3004119480","https://openalex.org/W3012615229","https://openalex.org/W3023960840","https://openalex.org/W3034588688","https://openalex.org/W3035160371","https://openalex.org/W3035458998","https://openalex.org/W3035542229","https://openalex.org/W3036413095","https://openalex.org/W3042602466","https://openalex.org/W3081051539","https://openalex.org/W3086172114","https://openalex.org/W3092571094","https://openalex.org/W3098507080","https://openalex.org/W3099045991","https://openalex.org/W3101606352","https://openalex.org/W3102679845","https://openalex.org/W3103941499","https://openalex.org/W3104217184","https://openalex.org/W3105330508","https://openalex.org/W3105538385","https://openalex.org/W3106109117","https://openalex.org/W3114232366","https://openalex.org/W3119866685","https://openalex.org/W3166913490","https://openalex.org/W3168349005","https://openalex.org/W3171416056","https://openalex.org/W3173065403","https://openalex.org/W3176038554","https://openalex.org/W3176459892","https://openalex.org/W3176589722","https://openalex.org/W3176676637","https://openalex.org/W3194836374","https://openalex.org/W3199289866","https://openalex.org/W3202082017","https://openalex.org/W3212769596","https://openalex.org/W3213675203","https://openalex.org/W4221148939","https://openalex.org/W4221151676","https://openalex.org/W4224240992","https://openalex.org/W4224308101","https://openalex.org/W4224315235","https://openalex.org/W4224326644","https://openalex.org/W4225716497","https://openalex.org/W4283721470","https://openalex.org/W4285602055","https://openalex.org/W4287391717","https://openalex.org/W4288089799","https://openalex.org/W4309811444","https://openalex.org/W4321480042","https://openalex.org/W4367047009","https://openalex.org/W4367047185","https://openalex.org/W4385567242","https://openalex.org/W4385571204","https://openalex.org/W4385571291","https://openalex.org/W4385571451","https://openalex.org/W4385571635","https://openalex.org/W4385572441","https://openalex.org/W4385572673","https://openalex.org/W4385574118","https://openalex.org/W4386811773","https://openalex.org/W4389520268","https://openalex.org/W4389520355","https://openalex.org/W4389520361","https://openalex.org/W4389520455","https://openalex.org/W4389523704","https://openalex.org/W4389523710","https://openalex.org/W4389523801","https://openalex.org/W4389523912","https://openalex.org/W4389523935","https://openalex.org/W4389539730","https://openalex.org/W4394717803"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Massive":[0],"amount":[1],"of":[2,56,87,104,114],"unstructured":[3],"text":[4,23,40,46,94,109],"data":[5,24,110],"are":[6,52],"generated":[7],"daily,":[8],"ranging":[9],"from":[10,21,107],"news":[11],"articles":[12],"to":[13,17,72],"scientific":[14],"papers.":[15],"How":[16],"mine":[18],"structured":[19,105],"knowledge":[20,106],"the":[22,39,60,75,88,92,112],"remains":[25,98],"a":[26,78,99],"crucial":[27],"research":[28],"question.":[29],"Recently,":[30],"large":[31,115],"language":[32,116],"models":[33],"(LLMs)":[34],"have":[35],"shed":[36],"light":[37],"on":[38,101],"mining":[41,103],"field":[42],"with":[43,62],"their":[44],"superior":[45],"understanding":[47],"and":[48,70],"instruction-following":[49],"ability.":[50],"There":[51],"typically":[53],"two":[54],"ways":[55],"utilizing":[57],"LLMs:":[58],"fine-tune":[59],"LLMs":[61,76],"human-annotated":[63],"training":[64],"data,":[65],"which":[66,83],"is":[67],"labor":[68],"intensive":[69],"hard":[71],"scale;":[73],"prompt":[74],"in":[77,91,111],"zero-shot":[79],"or":[80],"few-shot":[81],"way,":[82],"cannot":[84],"take":[85],"advantage":[86],"useful":[89],"information":[90],"massive":[93,108],"data.":[95],"Therefore,":[96],"it":[97],"challenge":[100],"automated":[102],"era":[113],"models.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}