Showing 2025Show all
2 papers · 1 filter
cs.AI2025
Lyria: A Genetic Algorithm-Driven Neuro-Symbolic Reasoning Framework for LLMs
Weizhi Tang, Kwabena Nuamah, Vaishak Belle
While LLMs have demonstrated impressive abilities across various domains, they struggle with two major issues. The first is that LLMs trap themselves into local optima and the seco…
cs.CL2025
Evaluating the Meta- and Object-Level Reasoning of Large Language Models for Question Answering
Nick Ferguson, Liane Guillou, Alan Bundy +1
Large Language Models (LLMs) excel in natural language tasks but still face challenges in Question Answering (QA) tasks requiring complex, multi-step reasoning. We outline the type…