Smart Expert System: Large Language Models as Text Classifiers

1 code implementation • 17 May 2024 • Zhiqiang Wang, Yiran Pang, Yanbin Lin

Text classification is a fundamental task in Natural Language Processing (NLP), and the advent of Large Language Models (LLMs) has revolutionized the field.

Large Language Models Are Zero-Shot Text Classifiers

1 code implementation • 2 Dec 2023 • Zhiqiang Wang, Yiran Pang, Yanbin Lin

Retrained large language models (LLMs) have become extensively used across various sub-disciplines of natural language processing (NLP).

text-classification Text Classification +1

Counting Manatee Aggregations using Deep Neural Networks and Anisotropic Gaussian Kernel

1 code implementation • 4 Nov 2023 • Zhiqiang Wang, Yiran Pang, Cihan Ulus, Xingquan Zhu

In this paper, we propose a deep learning based crowd counting approach to automatically count number of manatees within a region, by using low quality images as input.

Crowd Counting Scene Recognition +1