From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility

P Kaur, GS Kashyap, A Kumar, MT Nafis… - ar** Models for Extreme Weather Events Detection with Heatmaps
J Chen, P Zhou, Y Hua, D Chong, M Cao, Y Li… - arxiv preprint arxiv …, 2024 - arxiv.org
Real-time detection and prediction of extreme weather protect human lives and
infrastructure. Traditional methods rely on numerical threshold setting and manual …

Assessing Generative Language Models in Classification Tasks: Performance and Self-evaluation Capabilities in the Environmental and Climate Change Domain

F Grasso, S Locci - International Conference on Applications of Natural …, 2024 - Springer
This paper examines the performance of two Large Language Models (LLMs)-GPT-3.5-
Turbo and Llama-2-13b-and one Small Language Model (SLM)-Gemma-2b, across three …

On the reliability of Large Language Models to misinformed and demographically informed prompts

T Aremu, O Akinwehinmi, C Nwagu, SI Ahmed… - AI …, 2025 - Wiley Online Library
We investigate and observe the behavior and performance of Large Language Model (LLM)‐
backed chatbots in addressing misinformed prompts and questions with demographic …