3 papers
cs.AI2025
Solving Context Window Overflow in AI Agents
Anton Bulle Labate, Valesca Moura de Sousa, Sandro Rama Fiorini +3
Large Language Models (LLMs) have become increasingly capable of interacting with external tools, granting access to specialized knowledge beyond their training data - critical in…
cs.MA2025
Episodic Memory in Agentic Frameworks: Suggesting Next Tasks
Sandro Rama Fiorini, Leonardo G. Azevedo, Raphael M. Thiago +3
Agentic frameworks powered by Large Language Models (LLMs) can be useful tools in scientific workflows by enabling human-AI co-creation. A key challenge is recommending the next st…
cs.CL2024
Infusing Prompts with Syntax and Semantics
Anton Bulle Labate, Fabio Gagliardi Cozman
Despite impressive success, language models often generate outputs with flawed linguistic structure. We analyze the effect of directly infusing various kinds of syntactic and seman…