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cs.AI2026
The Importance of Being Statistically Earnest: A Critical Re-evaluation of GSM-Symbolic
Dominika Agnieszka Długosz, Arlindo Oliveira, Natalia Díaz-Rodríguez
The GSM-Symbolic benchmark (Mirzadeh et al., 2025) reported consistent performance drops across 25 Large Language Models (LLMs) when tested on template-generated variants of GSM8K…
cs.AI2023
DeepThought: An Architecture for Autonomous Self-motivated Systems
Arlindo L. Oliveira, Tiago Domingos, Mário Figueiredo +1
The ability of large language models (LLMs) to engage in credible dialogues with humans, taking into account the training data and the context of the conversation, has raised discu…