LLMGeo: Benchmarking Large Language Models on Image Geolocation In-the-wild

no code implementations • 30 May 2024 • Zhiqiang Wang, Dejia Xu, Rana Muhammad Shahroz Khan, Yanbin Lin, Zhiwen Fan, Xingquan Zhu

Inspired by the exceptional background knowledge of multimodal language models, we systematically evaluate their geolocation capabilities using a novel image dataset and a comprehensive evaluation framework.

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.

Multi-Label Classification Sentiment Analysis +2

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