Author

Albérick Euraste Djiré

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Preprint Aug 2026

Memorization Diagnostics for Code LLMs Should be Scale-Aware

It is revealed that scaled encoders successfully absorb substantial representation load while still converging on the correct family of solutions, and this ability to adapt to varying surface forms is what truly matters for usability and generalizability in LLM and agentic applications.

P. Rajput, Abdoul Aziz Bonkoungou, Albérick Euraste Djiré et al. · 0 citations

#software testing Preprint Aug 2026

Evaluating Inference-Time Defenses Against Package Hallucination in LLM-Generated Code

The results recast package hallucination as both a measurement problem and a decoding-time control problem, and they demonstrate that the choice of defense must be matched to the threat model and recommendation utility.

Albérick Euraste Djiré, Iyiola E. Olatunji, Melissa Tessa et al. · 1 citation