Monitoring AI enhancements in Urdu
Google Scholar papers focused on Urdu AI, LLMs, and datasets
… Finally,LLM-as-detector paradigms employ large language models themselves as classifiers …We report results separately for the Arabic andUrdusubtasks to reflect their independent …
… task onAI-generated text detection in Arabic andUrdu. To … of 0.75 for Arabic and 0.86 forUrdu. Methodologically, we tested both … AsLLM-generated content becomes increasingly fluent, …
… LLMs that focus only on detectingUrdulanguage,which is a … share their tweets,reviews, andcomments inUrdu(Yin et al.… , anAImodel designed to detectAI-generated content inUrdu. U…
… forUrduMRC, …Urdu’s morphological richness and syntactic diversity. To address thelimitations of traditional evaluation metrics like Exact Match (EM) and \(F_1\) in assessingUrdu…
… -RoBERTa on theUrduHuman andAIText (…UrduHuman andAIText (UHAT)Urdudatasetto leverage its multilingual support and effectiveness for low-resource languages likeUrdu. …
… scarcity of language resources forAIin low-resource settings, … To explore this challenge,we evaluateLLMperformance on a … Our data sample focuses on RomanUrdu(Urduwritten in …
…Urdu, andUrduto identify offensive language within comments sourced from both RomanUrdu(… We also use anUrdulanguage model trained on lughaat-urdu-dataset-llmnamed …
… Hlu: Human vsllmgenerated text detection dataset forurduat multiple granularities. InProceedings of the 31st International Conference on Computational Linguistics, pages 3495–…
…Urdu(0.338 accuracy, 0.381 macro F1), indicating thatLLMeffectiveness varies across thetwo languages. To isolate the reasoning capability of theLLM… that theLLMis highly effective …
…Urdu, has limited language data andAIsupport tools [5]. Considering the bilingual educationsystem, where bothUrdu… quality from vector database andLLMresponses to user queries. …
… By comparing performance on a baselineUrdumodel,LLM-augmentedUrdumodel, andtranslated English pipeline, we aim to determine the most effective way of doing sentiment …
… the publicly availableUrduEmothreat dataset …Urduemotion recognition and demonstratethe practical significance of fractional-order optimization for multilingual and low-resourceNLP…