Buchumschlag

Ready to Translate, Not to Represent? Bias and Performance Gaps in Multilingual LLMs Across Language Families and Domains

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Sayeedi, Md. Faiyaz Abdullah, Alam, Md. Mahbub, Rahman, Subhey Sadi, Islam, Md. Adnanul, Deepti, Jannatul Ferdous, Mohiuddin, Tasnim, Islam, Md Mofijul, Shatabda, Swakkhar
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Computation and Language
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

MathMist: A Parallel Multilingual Benchmark Dataset for Mathematical Problem Solving and Reasoning
von: Sobhani, Mahbub E, et al.
Veröffentlicht: (2025)

VisText-Mosquito: A Unified Multimodal Dataset for Visual Detection, Segmentation, and Textual Explanation on Mosquito Breeding Sites
von: Islam, Md. Adnanul, et al.
Veröffentlicht: (2025)

MosquitoMiner: A Light Weight Rover for Detecting and Eliminating Mosquito Breeding Sites
von: Islam, Md. Adnanul, et al.
Veröffentlicht: (2024)

Do Multi-Agents Solve Better Than Single? Evaluating Agentic Frameworks for Diagram-Grounded Geometry Problem Solving and Reasoning
von: Sobhani, Mahbub E, et al.
Veröffentlicht: (2025)

Can LLMs Solve My Grandma's Riddle? Evaluating Multilingual Large Language Models on Reasoning Traditional Bangla Tricky Riddles
von: Sayeedi, Nurul Labib, et al.
Veröffentlicht: (2025)

Many Dialects, Many Languages, One Cultural Lens: Evaluating Multilingual VLMs for Bengali Culture Understanding Across Historically Linked Languages and Regional Dialects
von: Sayeedi, Nurul Labib, et al.
Veröffentlicht: (2026)

FeatPCA: A feature subspace based principal component analysis technique for enhancing clustering of single-cell RNA-seq data
von: Islam, Md Romizul, et al.
Veröffentlicht: (2025)

Quantitative Measurement of Parkinson Disease Progression Using DaTscan Radiomics and Clinical Features With a Machine Learning–Based Approach
von: Md. Mahbub Alam, et al.
Veröffentlicht: (2026)

Hallucination to Truth: A Review of Fact-Checking and Factuality Evaluation in Large Language Models
von: Rahman, Subhey Sadi, et al.
Veröffentlicht: (2025)

MosquitoFusion: A Multiclass Dataset for Real-Time Detection of Mosquitoes, Swarms, and Breeding Sites Using Deep Learning
von: Sayeedi, Md. Faiyaz Abdullah, et al.
Veröffentlicht: (2024)

Learning to Weigh Waste: A Physics-Informed Multimodal Fusion Framework and Large-Scale Dataset for Commercial and Industrial Applications
von: Islam, Md. Adnanul, et al.
Veröffentlicht: (2026)

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection
von: Ferdous, Jannatul, et al.
Veröffentlicht: (2026)

TL-RL-FusionNet: An Adaptive and Efficient Reinforcement Learning-Driven Transfer Learning Framework for Detecting Evolving Ransomware Threats
von: Ferdous, Jannatul, et al.
Veröffentlicht: (2026)

Dietary Patterns and Their Association With Body Fat Percentage Among Ready‐Made Garment Workers in Dhaka and Chattogram, Bangladesh
von: Md. Shahadoth Hossain, et al.
Veröffentlicht: (2026)

Route, Retrieve, Reflect, Repair: Self-Improving Agentic Framework for Visual Detection and Linguistic Reasoning in Medical Imaging
von: Sayeedi, Md. Faiyaz Abdullah, et al.
Veröffentlicht: (2026)

Design of a Microprocessors and Microcontrollers Laboratory Course Addressing Complex Engineering Problems and Activities
von: Hafiz, Fahim, et al.
Veröffentlicht: (2025)

Design of a Microprocessors and Microcontrollers Laboratory Course Addressing Complex Engineering Problems and Activities
von: Fahim Hafiz, et al.
Veröffentlicht: (2025)

Community engagement and social participation in dengue prevention: A cross‐sectional study in Dhaka City
von: Md Jubayer Hossain, et al.
Veröffentlicht: (2024)

KEMP-PIP: A Feature-Fusion Based Approach for Pro-inflammatory Peptide Prediction
von: Niloy, Soumik Deb, et al.
Veröffentlicht: (2026)

DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images
von: Ahmed, Md. Rayhan, et al.
Veröffentlicht: (2022)

Enhanced Stability and Performance of Islanded DC Microgrid Systems Using Optimized Fractional Order Controller and Advanced Energy Management
von: Md. Wahidujjaman, et al.
Veröffentlicht: (2025)

DM-Codec: Distilling Multimodal Representations for Speech Tokenization
von: Ahasan, Md Mubtasim, et al.
Veröffentlicht: (2024)

An Enhanced Text Compression Approach Using Transformer-based Language Models
von: Rahman, Chowdhury Mofizur, et al.
Veröffentlicht: (2024)

Semi-Supervised Deep Domain Adaptation for Predicting Solar Power Across Different Locations
von: Islam, Md Shazid, et al.
Veröffentlicht: (2025)

Rethinking Search: A Study of University Students' Perspectives on Using LLMs and Traditional Search Engines in Academic Problem Solving
von: Sayeedi, Md. Faiyaz Abdullah, et al.
Veröffentlicht: (2025)

Polyp segmentation in colonoscopy images using DeepLabV3++
von: Islam, Al Mohimanul, et al.
Veröffentlicht: (2024)

Brain Tumor Classification in MRI Images: A Computationally Efficient Convolutional Neural Network
von: Chowdhury, Md Fahimul Kabir, et al.
Veröffentlicht: (2026)

Leveraging Pre-trained CNNs for Efficient Feature Extraction in Rice Leaf Disease Classification
von: Sobuj, Md. Shohanur Islam, et al.
Veröffentlicht: (2024)

From Language to Action: A Review of Large Language Models as Autonomous Agents and Tool Users
von: Chowa, Sadia Sultana, et al.
Veröffentlicht: (2025)

Genetic Diversity, Population Structure, and Demographic History of Anadromous Hilsa Shad () Across Diverse Geographical Regions: A Comparative Study Between Bangladesh and Iraq.
von: Alam, Md Nurul, et al.
Veröffentlicht: (2026)

Enhancing Wide-Angle Image Using Narrow-Angle View of the Same Scene
von: Safwan, Hussain Md., et al.
Veröffentlicht: (2025)

Sociodemographic Factors Associated With Psychological Aggression Toward Children in Bangladesh Based on Nationally Representative Data
von: Md. Shariful Islam, et al.
Veröffentlicht: (2025)

LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts
von: Mobin, Md Kamrujjaman, et al.
Veröffentlicht: (2025)

Cryptocurrency Price Forecasting Using Machine Learning: Building Intelligent Financial Prediction Models
von: Islam, Md Zahidul, et al.
Veröffentlicht: (2025)

Chronic Antibiotic Use, Gut Microbiota Dysbiosis, and Increased Risk of Colorectal Cancer: An Emerging Threat
von: Md Mohiuddin
Veröffentlicht: (2026)

Targeting MCL‐1 to Overcome Therapeutic Resistance and Improve Cancer Mortality
von: Md Mohiuddin
Veröffentlicht: (2025)

Monitoring and Assessment of Circulating Tumor DNA in Cancers Using Ultrarapid Sensitivity as an Innovative Practice
von: Md Mohiuddin
Veröffentlicht: (2025)

Anti‐PD‐1/PD‐L1 Immunotherapy as a Potential Treatment Option for Lung Cancer: A Perspective Analysis of Opportunities and Challenges
von: Md Mohiuddin
Veröffentlicht: (2026)

Hereditary Nonpolyposis Colon Cancer (Lynch Syndrome): An Emerging Public Health Concern
von: Md Mohiuddin
Veröffentlicht: (2025)

From Platelet Toxicity to Precision Targeting: Evolving Strategies to Overcome Thrombocytopenia in BCL‐2/BCL‐XL Inhibition
von: Md Mohiuddin
Veröffentlicht: (2026)