{"id":"https://openalex.org/W4416236553","doi":"https://doi.org/10.1007/978-981-95-3349-7_38","title":"Deep Learning-Based Knowledge Injection for\u00a0Metaphor Detection: A Comprehensive Review","display_name":"Deep Learning-Based Knowledge Injection for\u00a0Metaphor Detection: A Comprehensive Review","publication_year":2025,"publication_date":"2025-11-15","ids":{"openalex":"https://openalex.org/W4416236553","doi":"https://doi.org/10.1007/978-981-95-3349-7_38"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-95-3349-7_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-3349-7_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5060417049","display_name":"Cheng Yang","orcid":"https://orcid.org/0000-0001-7821-0030"},"institutions":[{"id":"https://openalex.org/I4210165264","display_name":"Guangxi Academy of Sciences","ror":"https://ror.org/054x1kd82","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210165264"]},{"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"]},{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cheng Yang","raw_affiliation_strings":["Guangxi Academy of Artificial Intelligence, Nanning, China","School of Electrical Engineering, Guangxi University, Nanning, Guangxi, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Academy of Artificial Intelligence, Nanning, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4210165264"]},{"raw_affiliation_string":"School of Electrical Engineering, Guangxi University, Nanning, Guangxi, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010737776","display_name":"Zhiyue Liu","orcid":"https://orcid.org/0000-0001-6432-7836"},"institutions":[{"id":"https://openalex.org/I4210097660","display_name":"Guangxi Science and Technology Department","ror":"https://ror.org/00dhpdx54","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210097660"]},{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyue Liu","raw_affiliation_strings":["Guangxi Key Laboratory of Multimedia Communications and Network Technology, Nanning, China","School of Computer, Electronics and Information, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Multimedia Communications and Network Technology, Nanning, China","institution_ids":["https://openalex.org/I4210097660"]},{"raw_affiliation_string":"School of Computer, Electronics and Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060770482","display_name":"Xingmao Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xingmao Zhang","raw_affiliation_strings":["College of General Education, Guangxi Arts University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"College of General Education, Guangxi Arts University, Nanning, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061381102","display_name":"Qingbao Huang","orcid":"https://orcid.org/0000-0001-7691-347X"},"institutions":[{"id":"https://openalex.org/I4210165264","display_name":"Guangxi Academy of Sciences","ror":"https://ror.org/054x1kd82","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210165264"]},{"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"]},{"id":"https://openalex.org/I4210097660","display_name":"Guangxi Science and Technology Department","ror":"https://ror.org/00dhpdx54","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210097660"]},{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingbao Huang","raw_affiliation_strings":["Guangxi Academy of Artificial Intelligence, Nanning, China","Guangxi Key Laboratory of Multimedia Communications and Network Technology, Nanning, China","School of Electrical Engineering, Guangxi University, Nanning, Guangxi, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Academy of Artificial Intelligence, Nanning, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4210165264"]},{"raw_affiliation_string":"Guangxi Key Laboratory of Multimedia Communications and Network Technology, Nanning, China","institution_ids":["https://openalex.org/I4210097660"]},{"raw_affiliation_string":"School of Electrical Engineering, Guangxi University, Nanning, Guangxi, China","institution_ids":["https://openalex.org/I150807315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060417049"],"corresponding_institution_ids":["https://openalex.org/I150807315","https://openalex.org/I4210100255","https://openalex.org/I4210165264"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.67847105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"496","last_page":"509"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9706000089645386,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9706000089645386,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.003000000026077032,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12164","display_name":"Education Practices and Challenges","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metaphor","display_name":"Metaphor","score":0.8837000131607056},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.5486000180244446},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5078999996185303},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4860000014305115},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4699000120162964},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4431000053882599},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.41620001196861267},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.39500001072883606}],"concepts":[{"id":"https://openalex.org/C2778311575","wikidata":"https://www.wikidata.org/wiki/Q18534","display_name":"Metaphor","level":2,"score":0.8837000131607056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8090000152587891},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.5486000180244446},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5078999996185303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4941999912261963},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.4871000051498413},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4860000014305115},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4699000120162964},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4431000053882599},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.41620001196861267},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.39500001072883606},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.38830000162124634},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.3594000041484833},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.3531000018119812},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34470000863075256},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.33059999346733093},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3240000009536743},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.31940001249313354},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3098999857902527},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.30090001225471497},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C186528591","wikidata":"https://www.wikidata.org/wiki/Q619544","display_name":"Body of knowledge","level":2,"score":0.28119999170303345},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C84685590","wikidata":"https://www.wikidata.org/wiki/Q1540472","display_name":"Knowledge engineering","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.25839999318122864},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.25690001249313354}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-95-3349-7_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-3349-7_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W574867956","https://openalex.org/W1561412240","https://openalex.org/W1974991592","https://openalex.org/W1997161938","https://openalex.org/W2043181832","https://openalex.org/W2067490876","https://openalex.org/W2081580037","https://openalex.org/W2091301585","https://openalex.org/W2115792525","https://openalex.org/W2250915238","https://openalex.org/W2470413457","https://openalex.org/W2515860461","https://openalex.org/W2517666421","https://openalex.org/W2741036097","https://openalex.org/W2786411768","https://openalex.org/W2806273110","https://openalex.org/W2949442961","https://openalex.org/W2963272610","https://openalex.org/W2971350424","https://openalex.org/W2997245459","https://openalex.org/W3011373955","https://openalex.org/W3013347530","https://openalex.org/W3035263353","https://openalex.org/W3045533700","https://openalex.org/W3045699325","https://openalex.org/W3046209160","https://openalex.org/W3167364369","https://openalex.org/W3171213613","https://openalex.org/W3173686806","https://openalex.org/W3176175001","https://openalex.org/W3176764239","https://openalex.org/W3177283195","https://openalex.org/W3214523360","https://openalex.org/W4213193789","https://openalex.org/W4235505822","https://openalex.org/W4283516267","https://openalex.org/W4378878859","https://openalex.org/W4385570988","https://openalex.org/W4385572122","https://openalex.org/W4385572433","https://openalex.org/W4385574402","https://openalex.org/W4386566707","https://openalex.org/W4386576726","https://openalex.org/W4401042409","https://openalex.org/W4404782201"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-28T08:53:31.075453","created_date":"2025-11-15T00:00:00"}
