{"id":"https://openalex.org/W4416251474","doi":"https://doi.org/10.1109/ijcnn64981.2025.11229095","title":"An STE-Guided Machine Translation Method based on Evidence Theory","display_name":"An STE-Guided Machine Translation Method based on Evidence Theory","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416251474","doi":"https://doi.org/10.1109/ijcnn64981.2025.11229095"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11229095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11229095","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-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/A5101473298","display_name":"Na Ye","orcid":"https://orcid.org/0000-0001-5985-2281"},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]},{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]},{"id":"https://openalex.org/I42852656","display_name":"Shenyang University","ror":"https://ror.org/04ddfwm68","country_code":"CN","type":"education","lineage":["https://openalex.org/I42852656"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Na Ye","raw_affiliation_strings":["Shenyang Areospace University,School of Computer Science,Shenyang,China"],"affiliations":[{"raw_affiliation_string":"Shenyang Areospace University,School of Computer Science,Shenyang,China","institution_ids":["https://openalex.org/I42852656","https://openalex.org/I125904092","https://openalex.org/I157507598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085216585","display_name":"Yang Chen","orcid":"https://orcid.org/0000-0002-8501-5417"},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]},{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]},{"id":"https://openalex.org/I42852656","display_name":"Shenyang University","ror":"https://ror.org/04ddfwm68","country_code":"CN","type":"education","lineage":["https://openalex.org/I42852656"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Yang","raw_affiliation_strings":["Shenyang Areospace University,School of Computer Science,Shenyang,China"],"affiliations":[{"raw_affiliation_string":"Shenyang Areospace University,School of Computer Science,Shenyang,China","institution_ids":["https://openalex.org/I42852656","https://openalex.org/I125904092","https://openalex.org/I157507598"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050594778","display_name":"Guangping Zhang","orcid":"https://orcid.org/0000-0002-1620-0221"},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]},{"id":"https://openalex.org/I42852656","display_name":"Shenyang University","ror":"https://ror.org/04ddfwm68","country_code":"CN","type":"education","lineage":["https://openalex.org/I42852656"]},{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiping Zhang","raw_affiliation_strings":["Shenyang Areospace University,School of Computer Science,Shenyang,China"],"affiliations":[{"raw_affiliation_string":"Shenyang Areospace University,School of Computer Science,Shenyang,China","institution_ids":["https://openalex.org/I42852656","https://openalex.org/I125904092","https://openalex.org/I157507598"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101473298"],"corresponding_institution_ids":["https://openalex.org/I125904092","https://openalex.org/I157507598","https://openalex.org/I42852656"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19473138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.7336000204086304,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.7336000204086304,"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/T13629","display_name":"Text Readability and Simplification","score":0.08789999783039093,"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/T10028","display_name":"Topic Modeling","score":0.03370000049471855,"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/machine-translation","display_name":"Machine translation","score":0.8137999773025513},{"id":"https://openalex.org/keywords/readability","display_name":"Readability","score":0.7615000009536743},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.60589998960495},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5568000078201294},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5224999785423279},{"id":"https://openalex.org/keywords/example-based-machine-translation","display_name":"Example-based machine translation","score":0.3605000078678131},{"id":"https://openalex.org/keywords/evaluation-of-machine-translation","display_name":"Evaluation of machine translation","score":0.3580000102519989}],"concepts":[{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.8137999773025513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8084999918937683},{"id":"https://openalex.org/C2778143727","wikidata":"https://www.wikidata.org/wiki/Q1820650","display_name":"Readability","level":2,"score":0.7615000009536743},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6556000113487244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6234999895095825},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.60589998960495},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5568000078201294},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5224999785423279},{"id":"https://openalex.org/C24687705","wikidata":"https://www.wikidata.org/wiki/Q3753284","display_name":"Example-based machine translation","level":3,"score":0.3605000078678131},{"id":"https://openalex.org/C135784402","wikidata":"https://www.wikidata.org/wiki/Q6958279","display_name":"Evaluation of machine translation","level":5,"score":0.3580000102519989},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.34139999747276306},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3091000020503998},{"id":"https://openalex.org/C53893814","wikidata":"https://www.wikidata.org/wiki/Q7378909","display_name":"Rule-based machine translation","level":2,"score":0.3073999881744385},{"id":"https://openalex.org/C622187","wikidata":"https://www.wikidata.org/wiki/Q3500773","display_name":"BLEU","level":3,"score":0.28600001335144043},{"id":"https://openalex.org/C2780922921","wikidata":"https://www.wikidata.org/wiki/Q255189","display_name":"Paraphrase","level":2,"score":0.28600001335144043},{"id":"https://openalex.org/C2778220771","wikidata":"https://www.wikidata.org/wiki/Q1522579","display_name":"Substitution (logic)","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C98199350","wikidata":"https://www.wikidata.org/wiki/Q978442","display_name":"Dynamic and formal equivalence","level":3,"score":0.2655999958515167},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2644999921321869},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.2583000063896179}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11229095","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11229095","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1548890676","https://openalex.org/W2101105183","https://openalex.org/W2550821151","https://openalex.org/W2559576117","https://openalex.org/W2744813330","https://openalex.org/W2756566411","https://openalex.org/W2904900506","https://openalex.org/W2905342727","https://openalex.org/W2949733514","https://openalex.org/W2962826395","https://openalex.org/W2963026768","https://openalex.org/W2963352809","https://openalex.org/W2986030184","https://openalex.org/W3035252911","https://openalex.org/W3035393249","https://openalex.org/W3100570799","https://openalex.org/W3104547018","https://openalex.org/W3174160883","https://openalex.org/W3176785110","https://openalex.org/W3176913643","https://openalex.org/W4221161867","https://openalex.org/W4251598436","https://openalex.org/W4301347335","https://openalex.org/W4382202554"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,9,13,24,30,85,118,155],"rapid":[2],"development":[3],"of":[4,11,29,121,130,180],"science":[5],"and":[6,8,27,52,92,182,186],"technology":[7],"acceleration":[10],"globalization,":[12],"translation":[14,60,74,90,161],"demand":[15],"for":[16,114,124],"technical":[17,31,191],"documents":[18],"has":[19,38],"increased":[20],"greatly.":[21],"To":[22],"ensure":[23],"clarity,":[25],"accuracy,":[26],"readability":[28],"documents,":[32],"Simplified":[33],"Technical":[34],"English":[35],"(STE)":[36],"specification":[37,46],"been":[39],"extensively":[40],"adopted":[41],"in":[42,84,154],"many":[43],"domains.":[44],"This":[45],"includes":[47],"a":[48,145,159],"specific":[49],"STE":[50,86],"Dictionary":[51,87],"restrictive":[53],"writing":[54],"rules.":[55],"However,":[56],"existing":[57],"neural":[58],"machine":[59,73],"(NMT)":[61],"systems":[62],"often":[63],"fail":[64],"to":[65,80,140,171],"meet":[66],"these":[67],"standards.":[68],"We":[69],"proposes":[70],"an":[71,102,177],"STE-guided":[72],"model,":[75],"ESTE-TM,":[76],"which":[77],"enables":[78],"NMT":[79],"avoid":[81],"forbidden":[82,99,142],"words":[83,100,116,126],"while":[88],"ensuring":[89,158],"accuracy":[91],"fluency.":[93],"The":[94],"model":[95],"first":[96],"identifies":[97],"high-uncertainty":[98],"using":[101],"inference":[103],"module":[104,147],"based":[105,148],"on":[106,149,184],"evidence":[107],"theory.":[108],"Then,":[109],"it":[110,132],"performs":[111,133],"word":[112,138],"substitution":[113],"approved":[115,125,137,164],"with":[117,127,162],"same":[119],"part":[120],"speech,":[122,131],"and,":[123],"different":[128],"parts":[129],"re-decoding":[134],"guided":[135],"by":[136],"information":[139],"replace":[141],"words.":[143,165],"Finally,":[144],"disambiguation":[146],"cross-lingual":[150],"alignment":[151],"resolves":[152],"ambiguities":[153],"candidate":[156],"results,":[157],"fluent":[160],"correct":[163],"Experimental":[166],"results":[167],"show":[168],"that,":[169],"compared":[170],"state-of-the-art":[172],"baseline":[173],"methods,":[174],"ESTE-TM":[175],"achieves":[176],"average":[178],"improvement":[179],"1.92":[181],"0.53":[183],"BLEU":[185],"BLEURT":[187],"score":[188],"across":[189],"two":[190],"publication":[192],"testsets.":[193]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-14T00:00:00"}
