most citedVR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification

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cs.CL2026

PatiGonit22K: A Comprehensive Dataset for Solving Complex Bengali MWPs

Swastika Kundu, Azizul Hakim Fayaz, Tashreef Muhammad

Mathematical Word Problems (MWPs) are an important benchmark for evaluating natural language understanding and quantitative reasoning. Despite recent progress in high resource lang…

cs.CL2025

Vashantor: A Large-scale Multilingual Benchmark Dataset for Automated Translation of Bangla Regional Dialects to Bangla Language

Fatema Tuj Johora Faria, Mukaffi Bin Moin, Ahmed Al Wase +3

The Bangla linguistic variety is a fascinating mix of regional dialects that contributes to the cultural diversity of the Bangla-speaking community. Despite extensive study into tr…

cs.CL2025

BIDWESH: A Bangla Regional Based Hate Speech Detection Dataset

Azizul Hakim Fayaz, MD. Shorif Uddin, Rayhan Uddin Bhuiyan +5

Hate speech on digital platforms has become a growing concern globally, especially in linguistically diverse countries like Bangladesh, where regional dialects play a major role in…

cs.CL2025

ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition

Bidyarthi Paul, Faika Fairuj Preotee, Shuvashis Sarker +5

Named Entity Recognition (NER) in regional dialects is a critical yet underexplored area in Natural Language Processing (NLP), especially for low-resource languages like Bangla. Wh…

cs.CL2025

Bridging Dialects: Translating Standard Bangla to Regional Variants Using Neural Models

Md. Arafat Alam Khandaker, Ziyan Shirin Raha, Bidyarthi Paul +1

The Bangla language includes many regional dialects, adding to its cultural richness. The translation of Bangla Language into regional dialects presents a challenge due to signific…