most citedVMMU: A Vietnamese Multitask Multimodal Understanding and Reasoning Benchmark

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cs.CL2026

LooComp: Leverage Leave-One-Out Strategy to Encoder-only Transformer for Efficient Query-aware Context Compression

Thao Do, Dinh Phu Tran, An Vo +2

Efficient context compression is crucial for improving the accuracy and scalability of question answering. For the efficiency of Retrieval Augmented Generation, context should be d…

cs.CL2026★ 1 cited

VMMU: A Vietnamese Multitask Multimodal Understanding and Reasoning Benchmark

Vy Tuong Dang, An Vo, Emilio Villa-Cueva +4

We introduce VMMU, a Vietnamese Multitask Multimodal Understanding and Reasoning Benchmark designed to evaluate how vision-language models (VLMs) interpret and reason over visual a…

cs.CL2025

Reference-Based Post-OCR Processing with LLM for Precise Diacritic Text in Historical Document Recognition

Thao Do, Dinh Phu Tran, An Vo +1

Extracting fine-grained OCR text from aged documents in diacritic languages remains challenging due to unexpected artifacts, time-induced degradation, and lack of datasets. While s…