Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
Detecting Hallucination in LLMs: Tracing the Topological Signatures of Impaired Context Sharing
Amir Jalilifard, Anderson Rocha, Eric Wong +1
In this work, we examine the topology of information flow patterns within attention graphs to effectively distinguish hallucinated from non-hallucinated responses. We analyze the F…
cs.AI2025
Reasoning Distillation and Structural Alignment for Improved Code Generation
Amir Jalilifard, Anderson de Rezende Rocha, Marcos Medeiros Raimundo
Effective code generation with language models hinges on two critical factors: accurately understanding the intent of the prompt and generating code that applies algorithmic reason…