#adapter training
topicadapter training
2 papers · 1 filter
cs.AI2026
Inoculation Adapters: Improved Selective Generalization of Capabilities with Fewer Surprising Backdoors
Maxime Riché, Daniel Tan, Vili Kohonen +1
The paper proposes inoculation adapters, a LoRA‑based method that trains on undesired traits and then discards the adapter to improve selective generalization of desired capabiliti…
cs.SE2026
Form, Not Content? A Preregistered, Placebo-Controlled Evaluation of Learned Error-Conditioned Self-Repair Through Prompts and Weights in Frozen Small Code Models
Mehmet Iscan
The paper introduces a placebo‑controlled evaluation framework (PoPE) to test whether frozen small code language models can use error feedback to self‑repair generated code, and re…