{"id":"https://openalex.org/W4400113217","doi":"https://doi.org/10.1109/mipro60963.2024.10569822","title":"Different Approaches for Reading Comprehension of Abstract Meaning","display_name":"Different Approaches for Reading Comprehension of Abstract Meaning","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4400113217","doi":"https://doi.org/10.1109/mipro60963.2024.10569822"},"language":"en","primary_location":{"id":"doi:10.1109/mipro60963.2024.10569822","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mipro60963.2024.10569822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","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":null,"display_name":"C.M. Mihai","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"C.M. Mihai","raw_affiliation_strings":["Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004075044","display_name":"Cristinel Mihai Mocan","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"C.M. Mocan","raw_affiliation_strings":["Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082306808","display_name":"Constantin Nandra","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"C.I. Nandra","raw_affiliation_strings":["Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012790109","display_name":"Emil \u015et. Chifu","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"E.S. Chifu","raw_affiliation_strings":["Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science Department,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11479001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"abs/2005.06249","issue":null,"first_page":"73","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11715","display_name":"Education and Critical Thinking Development","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11715","display_name":"Education and Critical Thinking Development","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12887","display_name":"Educational Strategies and Epistemologies","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T11587","display_name":"Second Language Acquisition and Learning","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.7832446098327637},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7075775861740112},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.6164773106575012},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.592833936214447},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.5668923854827881},{"id":"https://openalex.org/keywords/reading-comprehension","display_name":"Reading comprehension","score":0.5531396865844727},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4512729048728943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34853512048721313},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2009628713130951},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.19460579752922058},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.1118917167186737}],"concepts":[{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.7832446098327637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7075775861740112},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.6164773106575012},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.592833936214447},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.5668923854827881},{"id":"https://openalex.org/C2778780117","wikidata":"https://www.wikidata.org/wiki/Q3269423","display_name":"Reading comprehension","level":3,"score":0.5531396865844727},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4512729048728943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34853512048721313},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2009628713130951},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.19460579752922058},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.1118917167186737}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mipro60963.2024.10569822","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mipro60963.2024.10569822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W2153979686","https://openalex.org/W2888482885","https://openalex.org/W2899489554","https://openalex.org/W2949615363","https://openalex.org/W2963344337","https://openalex.org/W2963595025","https://openalex.org/W2971565213","https://openalex.org/W2978017171","https://openalex.org/W2989077744","https://openalex.org/W3024566755","https://openalex.org/W3100233240","https://openalex.org/W4205918858","https://openalex.org/W4213156872","https://openalex.org/W4225851381","https://openalex.org/W4385212306","https://openalex.org/W4385245566","https://openalex.org/W4385570519","https://openalex.org/W6632455782","https://openalex.org/W6682777127","https://openalex.org/W6696272013","https://openalex.org/W6739901393","https://openalex.org/W6754144339","https://openalex.org/W6755207826","https://openalex.org/W6768851824","https://openalex.org/W6770377863","https://openalex.org/W6771917389","https://openalex.org/W6777012526","https://openalex.org/W6787590669","https://openalex.org/W6792894499","https://openalex.org/W6796421362","https://openalex.org/W6810793382"],"related_works":["https://openalex.org/W2082438799","https://openalex.org/W1966986837","https://openalex.org/W2360138227","https://openalex.org/W4365808155","https://openalex.org/W1838455177","https://openalex.org/W1489909378","https://openalex.org/W2082296339","https://openalex.org/W2161828220","https://openalex.org/W1972348076","https://openalex.org/W2083863157"],"abstract_inverted_index":{"In":[0],"natural":[1],"language":[2,63],"processing,":[3],"grasping":[4],"abstract":[5,15,182],"meaning":[6,72],"in":[7,95,180],"text":[8,179],"is":[9,47],"pivotal.":[10],"This":[11],"challenge":[12],"involves":[13],"identifying":[14],"words":[16],"and":[17,73,78,93,117,122,151,167],"concepts":[18],"to":[19,142,177],"accurately":[20],"interpret":[21],"input":[22,77],"data":[23,91],"implications.":[24],"Two":[25],"supervised":[26],"machine":[27,96],"learning":[28,166],"models":[29,106],"are":[30],"employed":[31],"for":[32,55,90,102,164,187],"this":[33,103,174],"purpose,":[34],"with":[35],"a":[36,87],"focus":[37],"on":[38,61,114],"comparing":[39],"results":[40,58,134],"against":[41],"baseline":[42],"models.":[43],"The":[44,80,139],"first":[45],"model":[46,140,175],"Bidirectional":[48],"Encoder":[49],"Representations":[50],"from":[51],"Transformers":[52],"(BERT),":[53],"known":[54],"achieving":[56],"state-of-the-art":[57],"through":[59],"fine-tuning":[60],"various":[62],"tasks.":[64],"Utilizing":[65],"an":[66,110,181],"attention":[67],"mechanism,":[68],"BERT":[69],"captures":[70],"contextual":[71],"dependencies":[74],"within":[75],"the":[76,107,118,155,162],"output.":[79],"second":[81],"approach":[82],"employs":[83],"Logistic":[84],"Regression":[85],"(LR),":[86],"significant":[88],"tool":[89],"prediction":[92],"classification":[94],"learning.":[97],"With":[98],"binary":[99],"variation":[100],"chosen":[101],"task,":[104],"LR":[105],"probability":[108],"of":[109,133,146],"event":[111],"occurring":[112],"based":[113],"historical":[115],"information":[116],"correlations":[119],"between":[120],"dependent":[121],"independent":[123],"variables.":[124],"Implementing":[125],"two":[126],"approaches":[127],"introduces":[128],"risks,":[129],"but":[130],"diverse":[131],"interpretations":[132],"may":[135],"inspire":[136],"further":[137],"improvements.":[138],"aims":[141],"emulate":[143],"human-like":[144],"interpretation":[145],"article":[147],"summaries,":[148],"discerning":[149],"mechanisms":[150],"patterns":[152],"used":[153],"by":[154],"human":[156],"brain.":[157],"Potential":[158],"enhancements":[159],"include":[160],"expanding":[161],"dataset":[163],"broader":[165],"adopting":[168],"different":[169],"hyperparameter":[170],"optimization":[171],"strategies.":[172],"Overall,":[173],"strives":[176],"understand":[178],"manner,":[183],"offering":[184],"potential":[185],"insights":[186],"future":[188],"refinements.":[189]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}