{"id":"https://openalex.org/W4403770996","doi":"https://doi.org/10.1007/s11063-024-11673-2","title":"A Study of the State of the Art Approaches and Datasets for Multilingual Natural Language Inference","display_name":"A Study of the State of the Art Approaches and Datasets for Multilingual Natural Language Inference","publication_year":2024,"publication_date":"2024-10-25","ids":{"openalex":"https://openalex.org/W4403770996","doi":"https://doi.org/10.1007/s11063-024-11673-2"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-024-11673-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11673-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11673-2.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11673-2.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058252019","display_name":"Sara Renjit","orcid":null},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sara Renjit","raw_affiliation_strings":["Department of Computer Science, Cochin University of Science and Technology, Kalamassery, Kochi, Kerala, 682022, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cochin University of Science and Technology, Kalamassery, Kochi, Kerala, 682022, India","institution_ids":["https://openalex.org/I20497027"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075455952","display_name":"Sumam Mary Idicula","orcid":"https://orcid.org/0000-0001-7088-6909"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sumam Mary Idicula","raw_affiliation_strings":["Department of Computer Science, Muthoot Institute of Technology and Science, Varikoli, Kochi, Kerala, 682308, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Muthoot Institute of Technology and Science, Varikoli, Kochi, Kerala, 682308, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058252019"],"corresponding_institution_ids":["https://openalex.org/I20497027"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.441,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85306511,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"56","issue":"6","first_page":null,"last_page":null},"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":0.9998999834060669,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9883000254631042,"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/computational-intelligence","display_name":"Computational intelligence","score":0.7276493310928345},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7079795598983765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6294534206390381},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5448179244995117},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5278418064117432},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5115676522254944},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.5075551271438599},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.49528780579566956},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3545408844947815},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14296084642410278},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.0991320013999939},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.09613212943077087}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7276493310928345},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7079795598983765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6294534206390381},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5448179244995117},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5278418064117432},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5115676522254944},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.5075551271438599},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.49528780579566956},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3545408844947815},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14296084642410278},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0991320013999939},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.09613212943077087},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-024-11673-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11673-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11673-2.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11063-024-11673-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11673-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11673-2.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8500000238418579,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403770996.pdf","grobid_xml":"https://content.openalex.org/works/W4403770996.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W192785878","https://openalex.org/W646189483","https://openalex.org/W1649228660","https://openalex.org/W1840435438","https://openalex.org/W2083386188","https://openalex.org/W2088589173","https://openalex.org/W2092543775","https://openalex.org/W2130158090","https://openalex.org/W2204703805","https://openalex.org/W2254842198","https://openalex.org/W2287172541","https://openalex.org/W2336426024","https://openalex.org/W2395612475","https://openalex.org/W2396767181","https://openalex.org/W2408489897","https://openalex.org/W2413794162","https://openalex.org/W2493916176","https://openalex.org/W2607490412","https://openalex.org/W2736621900","https://openalex.org/W2740502756","https://openalex.org/W2762585071","https://openalex.org/W2770638187","https://openalex.org/W2788496822","https://openalex.org/W2808571346","https://openalex.org/W2888120268","https://openalex.org/W2889272240","https://openalex.org/W2891555348","https://openalex.org/W2915524904","https://openalex.org/W2963077723","https://openalex.org/W2963241825","https://openalex.org/W2963846996","https://openalex.org/W2964029791","https://openalex.org/W2973088264","https://openalex.org/W2997873848","https://openalex.org/W3003824930","https://openalex.org/W3035390927","https://openalex.org/W3098864433","https://openalex.org/W3099919888","https://openalex.org/W3100806282","https://openalex.org/W3117753934","https://openalex.org/W3158000177","https://openalex.org/W3212321586","https://openalex.org/W4213191780","https://openalex.org/W4214611969","https://openalex.org/W4226056795","https://openalex.org/W4253067820","https://openalex.org/W4280620003","https://openalex.org/W4285288079","https://openalex.org/W4289638149","https://openalex.org/W4321242372","https://openalex.org/W4367677438","https://openalex.org/W4385574330","https://openalex.org/W6600424091"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W2736674626","https://openalex.org/W2973875853","https://openalex.org/W4321636575","https://openalex.org/W4283262748","https://openalex.org/W1986418932","https://openalex.org/W2357796999","https://openalex.org/W4226226396","https://openalex.org/W3153750606","https://openalex.org/W4308854837"],"abstract_inverted_index":{"Natural":[0,6],"language":[1,46,68],"inference":[2],"is":[3,11,42,70,74],"critical":[4,57],"in":[5,39,59,84,106,128],"Language":[7],"Processing":[8],"where":[9],"semantics":[10],"involved.":[12],"Also":[13],"known":[14],"as":[15],"textual":[16,79,107,119],"entailment":[17,80,108],"recognition,":[18],"it":[19],"defines":[20],"a":[21,75,94,141],"directional":[22],"relationship":[23],"between":[24],"pair":[25],"of":[26,55,78,115,133,143],"sentences,":[27],"namely":[28],"the":[29,32,56,66,104,113,124,134,144,157],"text":[30,40,51],"and":[31,37,81,86,112,130,140],"hypothesis.":[33],"Identifying":[34],"entailment,":[35],"contradiction,":[36],"neutrality":[38],"pairs":[41],"necessary":[43],"for":[44,62,97,109,118],"various":[45,110],"processing":[47],"applications":[48],"to":[49,153],"reduce":[50],"redundancy.":[52],"An":[53],"overview":[54],"works":[58],"this":[60],"aspect":[61],"all":[63],"languages,":[64],"including":[65],"Indian":[67],"perspective,":[69],"detailed":[71],"here.":[72],"There":[73],"high":[76],"volume":[77],"related":[82],"attempts":[83,96],"English":[85],"foreign":[87],"languages.":[88,100],"In":[89],"contrast,":[90],"there":[91],"are":[92,136,146],"only":[93],"few":[95,142],"low":[98],"resource":[99],"This":[101],"article":[102,150],"presents":[103],"progress":[105,158],"languages":[111],"development":[114],"different":[116],"datasets":[117,125,135],"entailment.":[120],"Over":[121],"these":[122,163],"years,":[123],"developed":[126],"differ":[127],"size":[129],"kind.":[131],"Most":[132],"raw":[137],"or":[138],"generated,":[139],"latest":[145],"translated":[147],"datasets.":[148],"The":[149],"also":[151],"points":[152],"observation":[154],"notes":[155],"on":[156],"that":[159],"has":[160],"happened":[161],"throughout":[162],"years.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}