{"id":"https://openalex.org/W4412747850","doi":"https://doi.org/10.1109/access.2025.3594132","title":"Neural Machine Translation in Electrical Engineering With Cross-Layer Information Fusion and Multiple Positional Mapping","display_name":"Neural Machine Translation in Electrical Engineering With Cross-Layer Information Fusion and Multiple Positional Mapping","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412747850","doi":"https://doi.org/10.1109/access.2025.3594132"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3594132","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3594132","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3594132","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zhenyu Zhang","orcid":"https://orcid.org/0009-0004-0029-3525"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Zhang","raw_affiliation_strings":["School of Information Engineering, Henan University of Science and Technology, Luoyang, China"],"raw_orcid":"https://orcid.org/0009-0004-0029-3525","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103921714","display_name":"Yuan Chen","orcid":"https://orcid.org/0009-0005-9568-8622"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]},{"id":"https://openalex.org/I192868223","display_name":"Zhengzhou University of Aeronautics","ror":"https://ror.org/01qjyzh50","country_code":"CN","type":"education","lineage":["https://openalex.org/I192868223"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Chen","raw_affiliation_strings":["School of Foreign Languages, Zhengzhou University of Aeronautics, Zhengzhou, China","School of Foreign Languages, Henan University of Science and Technology, Luoyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Foreign Languages, Zhengzhou University of Aeronautics, Zhengzhou, China","institution_ids":["https://openalex.org/I192868223"]},{"raw_affiliation_string":"School of Foreign Languages, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101813266","display_name":"Juwei Zhang","orcid":"https://orcid.org/0000-0003-2504-2672"},"institutions":[{"id":"https://openalex.org/I192868223","display_name":"Zhengzhou University of Aeronautics","ror":"https://ror.org/01qjyzh50","country_code":"CN","type":"education","lineage":["https://openalex.org/I192868223"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juwei Zhang","raw_affiliation_strings":["School of Electronics and Information, Zhengzhou University of Aeronautics, Zhengzhou, China","Zhengzhou University of Aeronautics, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2504-2672","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Zhengzhou University of Aeronautics, Zhengzhou, China","institution_ids":["https://openalex.org/I192868223"]},{"raw_affiliation_string":"Zhengzhou University of Aeronautics, Zhengzhou, China","institution_ids":["https://openalex.org/I192868223"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.7588,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87655838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"13","issue":null,"first_page":"135359","last_page":"135372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9424999952316284,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9424999952316284,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9226999878883362,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.67393958568573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4878104031085968},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.47236233949661255},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.4698563814163208},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.46405258774757385},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.46382513642311096},{"id":"https://openalex.org/keywords/neural-engineering","display_name":"Neural engineering","score":0.44564780592918396},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4333258867263794},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3206997513771057},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1391875445842743},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.08868420124053955}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.67393958568573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4878104031085968},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.47236233949661255},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.4698563814163208},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.46405258774757385},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.46382513642311096},{"id":"https://openalex.org/C168451700","wikidata":"https://www.wikidata.org/wiki/Q1306528","display_name":"Neural engineering","level":2,"score":0.44564780592918396},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4333258867263794},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3206997513771057},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1391875445842743},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.08868420124053955},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3594132","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3594132","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b77882580ea840808da6eaf27b57b1b9","is_oa":true,"landing_page_url":"https://doaj.org/article/b77882580ea840808da6eaf27b57b1b9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 135359-135372 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3594132","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3594132","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G75977039","display_name":null,"funder_award_id":"251111211200","funder_id":"https://openalex.org/F4320336596","funder_display_name":"Key Research and Development Program of Sichuan Province"},{"id":"https://openalex.org/G8394769632","display_name":null,"funder_award_id":"U2004163","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"},{"id":"https://openalex.org/F4320336596","display_name":"Key Research and Development Program of Sichuan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2101105183","https://openalex.org/W2109255472","https://openalex.org/W2131364108","https://openalex.org/W2346334493","https://openalex.org/W2775205810","https://openalex.org/W2893384461","https://openalex.org/W2963446712","https://openalex.org/W2963925437","https://openalex.org/W2964110616","https://openalex.org/W2980490827","https://openalex.org/W2981676658","https://openalex.org/W3014118193","https://openalex.org/W3089276103","https://openalex.org/W3121749574","https://openalex.org/W3173162544","https://openalex.org/W3182537783","https://openalex.org/W4254816979","https://openalex.org/W4309041555","https://openalex.org/W4385245566","https://openalex.org/W4386857706","https://openalex.org/W4388979610","https://openalex.org/W4390725317","https://openalex.org/W4402846677","https://openalex.org/W4403918250","https://openalex.org/W4406205331","https://openalex.org/W4408941434","https://openalex.org/W6640212811","https://openalex.org/W6678262379","https://openalex.org/W6681703963","https://openalex.org/W6800569930"],"related_works":["https://openalex.org/W3148193865","https://openalex.org/W4235681452","https://openalex.org/W2131111946","https://openalex.org/W2020505376","https://openalex.org/W2883671469","https://openalex.org/W2132659060","https://openalex.org/W2728761353","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2152662039"],"abstract_inverted_index":{"This":[0,87],"study":[1,145],"focuses":[2],"on":[3,77,154,183],"the":[4,14,50,68,90,96,121,135,160,172,176,187,193,197,212],"English-Chinese":[5],"neural":[6,44],"machine":[7,45],"translation":[8,46,184,229],"task":[9],"of":[10,16,52,54,64,70,107,123,134,162,175,205,216],"professional":[11,227],"texts":[12,20],"in":[13,24,27,32,61,67,132,186,203,219,226],"field":[15,69,190,228],"electrical":[17,71,188],"engineering.":[18],"Such":[19],"are":[21],"usually":[22],"dense":[23],"terms,":[25],"complex":[26],"sentence":[28],"structure,":[29,33],"deeply":[30],"nested":[31],"and":[34,58,81,95,113,127,170,199,208,214,222],"have":[35],"low":[36],"resources,":[37],"which":[38,158],"poses":[39],"significant":[40],"challenges":[41],"to":[42,99,118],"existing":[43],"models.":[47],"Aiming":[48],"at":[49],"problem":[51],"attenuation":[53,122],"inter-layer":[55],"semantic":[56,125,220],"information":[57,60,79,103,126,140,224],"position":[59,83,128,139,150,163,173,223],"text":[62],"encoding":[63],"Transformer":[65,138],"model":[66,177,195],"engineering,":[72],"an":[73],"optimization":[74],"method":[75,88,218],"based":[76,153],"cross-layer":[78,102,109,124],"fusion":[80,116],"multiple":[82,149,167],"mapping":[84,151],"is":[85,141],"proposed.":[86],"integrates":[89],"Long":[91],"Short-Term":[92],"Memory":[93],"(LSTM)":[94],"attention":[97],"mechanism":[98,169],"construct":[100],"a":[101,108,114,148,166],"compensation":[104],"architecture":[105],"consisting":[106],"feature":[110,115],"propagation":[111],"module":[112,117,152],"compensate":[119],"for":[120],"information.":[129],"In":[130],"addition,":[131],"view":[133],"fact":[136],"that":[137,192],"easily":[142],"distorted,":[143],"this":[144,217],"also":[146],"designed":[147],"dynamic":[155],"linear":[156],"transformation,":[157],"enhances":[159],"robustness":[161],"representation":[164],"through":[165],"superposition":[168],"improves":[171],"sensitivity":[174],"during":[178],"deep":[179],"calculations.":[180],"Experimental":[181],"results":[182],"tasks":[185],"engineering":[189],"show":[191],"improved":[194],"outperforms":[196],"baseline":[198],"other":[200],"comparison":[201],"models":[202],"terms":[204],"BLEU,":[206],"METEOR":[207],"TER":[209],"scores,":[210],"verifying":[211],"effectiveness":[213],"superiority":[215],"modeling":[221],"retention":[225],"tasks.":[230]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
