4 papers
Language as a Label: Zero-Shot Multimodal Classification of Everyday Postures under Data Scarcity
MingZe Tang, Jubal Chandy Jacob
Recent Vision-Language Models (VLMs) enable zero-shot classification by aligning images and text in a shared space, a promising approach for data-scarce conditions. However, the in…
Aged to Perfection: Machine-Learning Maps of Age in Conversational English
MingZe Tang
The study uses the British National Corpus 2014, a large sample of contemporary spoken British English, to investigate language patterns across different age groups. Our research a…
Pose Matters: Evaluating Vision Transformers and CNNs for Human Action Recognition on Small COCO Subsets
MingZe Tang, Madiha Kazi
This study explores human action recognition using a three-class subset of the COCO image corpus, benchmarking models from simple fully connected networks to transformer architectu…
DateLogicQA: Benchmarking Temporal Biases in Large Language Models
Gagan Bhatia, MingZe Tang, Cristina Mahanta +1
This paper introduces DateLogicQA, a benchmark with 190 questions covering diverse date formats, temporal contexts, and reasoning types. We propose the Semantic Integrity Metric to…