{"id":"https://openalex.org/W4226069367","doi":"https://doi.org/10.1109/taslp.2021.3138721","title":"Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge","display_name":"Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226069367","doi":"https://doi.org/10.1109/taslp.2021.3138721"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2021.3138721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2021.3138721","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-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/A5100388253","display_name":"Yi Zhang","orcid":"https://orcid.org/0000-0002-9700-0693"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhang","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9700-0693","affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440407","display_name":"Lei Li","orcid":"https://orcid.org/0000-0003-3095-9776"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Li","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027803148","display_name":"Yunfang Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfang Wu","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066310925","display_name":"Qi Su","orcid":"https://orcid.org/0000-0002-4769-2812"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Su","raw_affiliation_strings":["Beijing Academy of Artificial Intelligence (BAAI), Beijing, China","School of Foreign Languages, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4769-2812","affiliations":[{"raw_affiliation_string":"Beijing Academy of Artificial Intelligence (BAAI), Beijing, China","institution_ids":["https://openalex.org/I4210100255"]},{"raw_affiliation_string":"School of Foreign Languages, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101441137","display_name":"Xu Sun","orcid":"https://orcid.org/0000-0001-8241-9320"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Sun","raw_affiliation_strings":["School of Electronics Engineering and Computer Science, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8241-9320","affiliations":[{"raw_affiliation_string":"School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":0.2487,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61029658,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"30","issue":null,"first_page":"594","last_page":"604"},"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":0.9994000196456909,"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/T12031","display_name":"Speech and dialogue systems","score":0.989799976348877,"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/commonsense-knowledge","display_name":"Commonsense knowledge","score":0.9459953308105469},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6967092752456665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.613523542881012},{"id":"https://openalex.org/keywords/commonsense-reasoning","display_name":"Commonsense reasoning","score":0.6117276549339294},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5327401757240295},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4848078787326813},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.48438888788223267},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.25442826747894287},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08485642075538635}],"concepts":[{"id":"https://openalex.org/C30542707","wikidata":"https://www.wikidata.org/wiki/Q1603203","display_name":"Commonsense knowledge","level":3,"score":0.9459953308105469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6967092752456665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.613523542881012},{"id":"https://openalex.org/C193221554","wikidata":"https://www.wikidata.org/wiki/Q5153664","display_name":"Commonsense reasoning","level":2,"score":0.6117276549339294},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5327401757240295},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4848078787326813},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.48438888788223267},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.25442826747894287},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08485642075538635},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taslp.2021.3138721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2021.3138721","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G4370721888","display_name":null,"funder_award_id":"62176002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W179875071","https://openalex.org/W1566289585","https://openalex.org/W2050482109","https://openalex.org/W2064675550","https://openalex.org/W2081580037","https://openalex.org/W2509019445","https://openalex.org/W2561529111","https://openalex.org/W2740432174","https://openalex.org/W2774837955","https://openalex.org/W2806055002","https://openalex.org/W2892280852","https://openalex.org/W2896457183","https://openalex.org/W2898984325","https://openalex.org/W2950339735","https://openalex.org/W2952889708","https://openalex.org/W2962739339","https://openalex.org/W2963101081","https://openalex.org/W2963219906","https://openalex.org/W2963829073","https://openalex.org/W2964110616","https://openalex.org/W2964303116","https://openalex.org/W2965373594","https://openalex.org/W2966774251","https://openalex.org/W2970161131","https://openalex.org/W2970476646","https://openalex.org/W2991223644","https://openalex.org/W2997545008","https://openalex.org/W3099387504","https://openalex.org/W3101611558","https://openalex.org/W3102999298","https://openalex.org/W6631190155","https://openalex.org/W6631964550","https://openalex.org/W6678846912","https://openalex.org/W6694667172","https://openalex.org/W6739901393","https://openalex.org/W6752030624","https://openalex.org/W6754589797","https://openalex.org/W6757635932","https://openalex.org/W6766673545","https://openalex.org/W6767905578","https://openalex.org/W6772930678","https://openalex.org/W6783865789"],"related_works":["https://openalex.org/W3035583586","https://openalex.org/W4320165839","https://openalex.org/W2151799802","https://openalex.org/W2196562041","https://openalex.org/W4385488510","https://openalex.org/W2073302931","https://openalex.org/W3206107299","https://openalex.org/W3082691151","https://openalex.org/W4287633646","https://openalex.org/W4378501473"],"abstract_inverted_index":{"Knowledge":[0],"facts":[1,14],"are":[2,15,21,53],"typically":[3],"represented":[4,16],"by":[5,17],"relational":[6],"triples,":[7],"while":[8,110],"we":[9,69],"observe":[10],"that":[11,45,99,139,157],"some":[12],"commonsense":[13,29,72,85,95,101,108,134,168],"triples":[18],"whose":[19,74],"forms":[20],"inconsistent":[22,79],"with":[23,80],"the":[24,38,47,71,81,111,132,145,151,163],"corresponding":[25],"language":[26,43,82,117,142],"expressions.":[27],"For":[28],"mining":[30,166],"tasks,":[31],"this":[32,59,64,67],"inconsistency":[33,60],"raises":[34],"a":[35,104,127],"challenge":[36],"for":[37],"prevailing":[39],"methods":[40,113,149],"using":[41],"pre-trained":[42,116],"models":[44,118],"learn":[46],"expression":[48,83],"of":[49,107,147],"language.":[50],"However,":[51],"there":[52],"few":[54],"studies":[55],"which":[56],"focus":[57],"on":[58,115,150],"issue.":[61],"To":[62],"fill":[63],"empty,":[65],"in":[66,165],"paper,":[68],"term":[70],"knowledge":[73,102,135],"triple":[75,152],"form":[76],"is":[77,140],"heavily":[78],"asdeep":[84],"knowledgeand":[86],"first":[87],"conduct":[88],"extensive":[89],"exploratory":[90],"experiments":[91],"to":[92,120,130],"study":[93],"deep":[94,100,133,167],"knowledge.":[96,169],"We":[97,124],"show":[98],"occupies":[103],"significant":[105],"part":[106],"knowledge,":[109],"conventional":[112,148],"based":[114],"fail":[119],"capture":[121],"it":[122],"effectively.":[123],"further":[125],"propose":[126],"novel":[128],"method":[129,160],"mine":[131],"from":[136],"raw":[137],"text":[138],"exactly":[141],"expression,":[143],"alleviating":[144],"reliance":[146],"representation":[153],"form.":[154],"Experiments":[155],"demonstrate":[156],"our":[158],"proposed":[159],"substantially":[161],"improves":[162],"performance":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
