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cs.CL2025
Empirical Characterization of Temporal Constraint Processing in LLMs
Javier Marín
When deploying LLMs in agentic architectures requiring real-time decisions under temporal constraints, we assume they reliably determine whether action windows remain open or have…
cs.CL2025
APE: Selective Fine-tuning with Acceptance Criteria for Language Model Adaptation
Javier Marín
We present Adjacent Possible Exploration (APE), a selective fine-tuning method for adapting large language models that systematically explores parameter modifications while maintai…