2 papers
cs.LG2026
Bandits in Prod: Hyperparameter Optimization at Inference Time
Louis Abraham, Tuan-Anh Nguyen, Nicolas Devatine
Many production systems can assess a configuration only by using it on live requests and observing noisy feedback. Modern agentic systems are a prominent example, with inference-ti…
cs.CL2024
Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance
Nicolas Devatine, Louis Abraham
Assessing the extent of human edits on texts generated by Large Language Models (LLMs) is crucial to understanding the human-AI interactions and improving the quality of automated…