5 papers
Last Translation Benchmark
Vilém Zouhar, Niyati Bafna, Mukund Choudhary +263
For scientific progress, we need benchmarks that test the limits of state-of-the-art models, and evaluation methods that inform us about failure cases. As models get stronger, stan…
Enhancing Vietnamese VQA through Curriculum Learning on Raw and Augmented Text Representations
Khoi Anh Nguyen, Linh Yen Vu, Thang Dinh Duong +3
Visual Question Answering (VQA) is a multimodal task requiring reasoning across textual and visual inputs, which becomes particularly challenging in low-resource languages like Vie…
Detecting abnormal heart sound using mobile phones and on-device IConNet
Linh Vu, Thu Tran
Given the global prevalence of cardiovascular diseases, there is a pressing need for easily accessible early screening methods. Typically, this requires medical practitioners to in…
Toward end-to-end interpretable convolutional neural networks for waveform signals
Linh Vu, Thu Tran, Wern-Han Lim +1
This paper introduces a novel convolutional neural networks (CNN) framework tailored for end-to-end audio deep learning models, presenting advancements in efficiency and explainabi…
Superhuman Fairness
Omid Memarrast, Linh Vu, Brian Ziebart
The fairness of machine learning-based decisions has become an increasingly important focus in the design of supervised machine learning methods. Most fairness approaches optimize…