{"id":"https://openalex.org/W4415688801","doi":"https://doi.org/10.1007/978-3-032-04339-9_22","title":"Question Answering in a Low-Resource Language: Dataset and Deep Learning Adaptations for Sinhala","display_name":"Question Answering in a Low-Resource Language: Dataset and Deep Learning Adaptations for Sinhala","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415688801","doi":"https://doi.org/10.1007/978-3-032-04339-9_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-04339-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04339-9_22","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5093262972","display_name":"Janudi Ranasinghe","orcid":null},"institutions":[{"id":"https://openalex.org/I6358929","display_name":"Informatics Institute of Technology","ror":"https://ror.org/02366kp40","country_code":"LK","type":"education","lineage":["https://openalex.org/I6358929"]}],"countries":["LK"],"is_corresponding":true,"raw_author_name":"Janani Ranasinghe","raw_affiliation_strings":["Informatics Institute of Technology, Colombo, Sri Lanka"],"raw_orcid":"https://orcid.org/0009-0009-2214-4500","affiliations":[{"raw_affiliation_string":"Informatics Institute of Technology, Colombo, Sri Lanka","institution_ids":["https://openalex.org/I6358929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084628821","display_name":"Ruvan Weerasinghe","orcid":"https://orcid.org/0000-0002-1392-7791"},"institutions":[{"id":"https://openalex.org/I6358929","display_name":"Informatics Institute of Technology","ror":"https://ror.org/02366kp40","country_code":"LK","type":"education","lineage":["https://openalex.org/I6358929"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Ruvan Weerasinghe","raw_affiliation_strings":["Informatics Institute of Technology, Colombo, Sri Lanka"],"raw_orcid":"https://orcid.org/0000-0002-1392-7791","affiliations":[{"raw_affiliation_string":"Informatics Institute of Technology, Colombo, Sri Lanka","institution_ids":["https://openalex.org/I6358929"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5093262972"],"corresponding_institution_ids":["https://openalex.org/I6358929"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50910313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"336","last_page":"352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.6359999775886536,"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":0.6359999775886536,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.10350000113248825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13274","display_name":"Expert finding and Q&A systems","score":0.0575999990105629,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/question-answering","display_name":"Question answering","score":0.6937000155448914},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6438999772071838},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5267999768257141},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4138000011444092},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.385699987411499},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.3424000144004822},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.3156000077724457}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8323000073432922},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7522000074386597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7378000020980835},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.6937000155448914},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6438999772071838},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5267999768257141},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4138000011444092},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.385699987411499},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3569999933242798},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.3424000144004822},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.3156000077724457},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.31459999084472656},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.2888999879360199},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C2778698081","wikidata":"https://www.wikidata.org/wiki/Q179797","display_name":"Thesaurus","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C2993724205","wikidata":"https://www.wikidata.org/wiki/Q315","display_name":"Human language","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.2574999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-04339-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04339-9_22","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2101105183","https://openalex.org/W2498287165","https://openalex.org/W2557764419","https://openalex.org/W2888302696","https://openalex.org/W2889787757","https://openalex.org/W2900356614","https://openalex.org/W2902552209","https://openalex.org/W2908510526","https://openalex.org/W2962809918","https://openalex.org/W2963323070","https://openalex.org/W2963339397","https://openalex.org/W2963341956","https://openalex.org/W2963748441","https://openalex.org/W2978017171","https://openalex.org/W2979826702","https://openalex.org/W3035390927","https://openalex.org/W3114239154","https://openalex.org/W3171930167","https://openalex.org/W3175567752","https://openalex.org/W4224054826","https://openalex.org/W4286409077","https://openalex.org/W4288028050","https://openalex.org/W4300541385","https://openalex.org/W4377703168","https://openalex.org/W4385564943","https://openalex.org/W4390481933","https://openalex.org/W4406523339","https://openalex.org/W4406611441","https://openalex.org/W4408522596"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-30T00:00:00"}