{"id":"https://openalex.org/W4412889464","doi":"https://doi.org/10.18653/v1/2025.acl-srw.42","title":"Evaluating Credibility and Political Bias in LLMs for News Outlets in Bangladesh","display_name":"Evaluating Credibility and Political Bias in LLMs for News Outlets in Bangladesh","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412889464","doi":"https://doi.org/10.18653/v1/2025.acl-srw.42"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-srw.42","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-srw.42","pdf_url":"https://aclanthology.org/2025.acl-srw.42.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.acl-srw.42.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038520407","display_name":"Tabia Tanzin Prama","orcid":"https://orcid.org/0009-0008-6234-3101"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tabia Tanzin Prama","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100420838","display_name":"Md. Saiful Islam","orcid":"https://orcid.org/0000-0001-7181-5328"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Md. Saiful Islam","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038520407"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26470028,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"665","last_page":"677"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13718","display_name":"Media Influence and Politics","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T13718","display_name":"Media Influence and Politics","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.8789217472076416},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.7212775945663452},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.39679381251335144},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3674870729446411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34769952297210693},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.33915165066719055},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.06207007169723511}],"concepts":[{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.8789217472076416},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.7212775945663452},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.39679381251335144},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3674870729446411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34769952297210693},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.33915165066719055},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.06207007169723511}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.acl-srw.42","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-srw.42","pdf_url":"https://aclanthology.org/2025.acl-srw.42.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.acl-srw.42","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-srw.42","pdf_url":"https://aclanthology.org/2025.acl-srw.42.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412889464.pdf","grobid_xml":"https://content.openalex.org/works/W4412889464.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2388687352","https://openalex.org/W1990162851","https://openalex.org/W2370187191","https://openalex.org/W2369854048","https://openalex.org/W2374291020","https://openalex.org/W2355907197","https://openalex.org/W3171042291"],"abstract_inverted_index":{"Large":[0],"language":[1],"models":[2,75,87],"(LLMs)":[3],"are":[4,88],"widely":[5],"used":[6],"in":[7,66,117,152,179],"search":[8],"engines":[9],"to":[10,47,51,78,82,91],"provide":[11],"direct":[12],"answers,":[13],"while":[14,85],"AI":[15],"chatbots":[16],"retrieve":[17],"updated":[18],"information":[19],"from":[20,42],"the":[21,31,53,59,71,157,174],"web.As":[22],"these":[23,109],"systems":[24],"influence":[25],"how":[26],"billions":[27],"access":[28],"information,":[29,84],"evaluating":[30],"credibility":[32,54,97,119,164],"of":[33,58,96,127,138,177],"news":[34,64,181],"outlets":[35,65],"has":[36],"become":[37],"crucial.We":[38],"audit":[39],"nine":[40],"LLMs":[41,69,140,178],"OpenAI,":[43],"Google,":[44],"and":[45,55,99,107,148,166,182],"Meta":[46],"assess":[48],"their":[49,153],"ability":[50],"evaluate":[52],"political":[56,100,183],"bias":[57],"top":[60],"20":[61],"most":[62,68],"popular":[63],"Bangladesh.While":[67],"rate":[70,79],"tested":[72],"outlets,":[73],"larger":[74],"often":[76],"refuse":[77],"sources":[80],"due":[81],"insufficient":[83],"smaller":[86],"more":[89],"prone":[90],"hallucinations.We":[92],"create":[93],"a":[94],"dataset":[95],"ratings":[98],"identities":[101],"based":[102],"on":[103],"journalism":[104],"experts'":[105],"opinions":[106],"compare":[108],"with":[110,121,132,135,169],"LLM":[111,118],"responses.We":[112],"find":[113],"strong":[114],"internal":[115],"consistency":[116],"ratings,":[120,165],"an":[122,136],"average":[123,137],"correlation":[124],"coefficient":[125],"()":[126],"0.72,":[128],"but":[129],"moderate":[130],"alignment":[131],"expert":[133],"evaluations,":[134],"0.45.Most":[139],"(GPT-4,":[141],"GPT-4o-mini,":[142],"Llama":[143],"3.3,":[144],"Llama-3.1-70B,Llama":[145],"3.1":[146],"8B,":[147],"Gemini":[149],"1.5":[150],"Pro)":[151],"default":[154],"configurations":[155],"favor":[156],"left-leaning":[158],"Bangladesh":[159],"Awami":[160],"League,":[161],"giving":[162],"higher":[163],"show":[167],"misalignment":[168],"human":[170],"experts.These":[171],"findings":[172],"highlight":[173],"significant":[175],"role":[176],"shaping":[180],"information.":[184]},"counts_by_year":[],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}