2 papers
cs.SE2026
SWE-InfraBench: Evaluating Language Models on Cloud Infrastructure Code
Natalia Tarasova, Enrique Balp-Straffon, Aleksei Iancheruk +10
Building infrastructure-as-code (IaC) in cloud computing is a critical task, underpinning the reliability, scalability, and security of modern software systems. Despite the remarka…
cs.LG2026
Sign-Aware Gated Sparse Autoencoders: Modeling Anticorrelated Features with Bi-Jump-ReLU Activations
Bartosz Wieciech, Zmnako Awrahman, Marcin Czelej +2
Sparse Autoencoders (SAEs) extract interpretable features from Large Language Model activations, but standard variants enforce non-negative latents, so a bidirectional semantic axi…