3 papers
cs.CL2026
RCWT: Measuring Task-Budget Displacement from Coordination Content in LLM Calls
Brenda Lelis, Rodrigo Cabral-Carvalho
Multi-agent and memory-augmented LLM systems often place coordination content, shared state, prior discussion, tool outputs, summaries, and role instructions, inside the same finit…
cs.CL2026
Comparing Semantic Navigation in Humans and Large Language Models using Natural Language Processing
Gabriel Paris-Colombo, Rodrigo M. Cabral-Carvalho, Felipe D. Toro-Hernández
Semantic memory retrieval can be conceptualized as navigation through conceptual space. We compared semantic search dynamics between humans and three large language models (GPT-4o,…
cs.CL2026
Characterizing Human Semantic Navigation in Concept Production as Trajectories in Embedding Space
Felipe D. Toro-Hernández, Jesuino Vieira Filho, Rodrigo M. Cabral-Carvalho
Semantic representations can be framed as a structured, dynamic knowledge space through which humans navigate to retrieve and manipulate meaning. To investigate how humans traverse…