ViOCRVQA: Novel Benchmark Dataset and Vision Reader for Visual Question Answering by Understanding Vietnamese Text in Images
HQ Pham, TKB Nguyen, Q Van Nguyen… - arXiv preprint arXiv …, 2024 - arxiv.org
Optical Character Recognition-Visual Question Answering (OCR-VQA) is the task of
answering text information contained in images that have just been significantly developed …
answering text information contained in images that have just been significantly developed …
New benchmark dataset and fine-grained cross-modal fusion framework for vietnamese multimodal aspect-category sentiment analysis
The emergence of multimodal data on social media platforms presents new opportunities to
better understand user sentiments toward a given aspect. However, existing multimodal …
better understand user sentiments toward a given aspect. However, existing multimodal …
Answering, Fast and Slow: Strategy enhancement of visual understanding guided by causality
In his classic book Thinking, Fast and Slow (Daniel, 2017), Kahneman points out that human
thinking can be categorized into two main modes of thinking: a system that displays intuition …
thinking can be categorized into two main modes of thinking: a system that displays intuition …
ViTextVQA: A Large-Scale Visual Question Answering Dataset for Evaluating Vietnamese Text Comprehension in Images
Q Van Nguyen, DQ Tran, HQ Pham… - arXiv preprint arXiv …, 2024 - arxiv.org
Visual Question Answering (VQA) is a complicated task that requires the capability of
simultaneously processing natural language and images. Initially, this task was researched …
simultaneously processing natural language and images. Initially, this task was researched …
ViConsFormer: Constituting Meaningful Phrases of Scene Texts using Transformer-based Method in Vietnamese Text-based Visual Question Answering
NH Nguyen, TT Quan, NLT Nguyen - arXiv preprint arXiv:2410.14132, 2024 - arxiv.org
Text-based VQA is a challenging task that requires machines to use scene texts in given
images to yield the most appropriate answer for the given question. The main challenge of …
images to yield the most appropriate answer for the given question. The main challenge of …
Generative Pre‐Trained Transformer for Vietnamese Community‐Based COVID‐19 Question Answering
TM Vo, KV Tran - … and Multidisciplinary IT Solutions for Society, 2024 - Wiley Online Library
Recent studies have provided empirical evidence of the wide‐ranging potential of
Generative Pre‐trained Transformer (GPT), a pre‐trained language model, in the field of …
Generative Pre‐trained Transformer (GPT), a pre‐trained language model, in the field of …