2 papers
cs.LG2026
TIME: Temporally Intelligent Meta-reasoning Engine for Context-Triggered Explicit Reasoning
Susmit Das
Reasoning-oriented language models typically expose explicit reasoning as a long, front-loaded chain of "thinking" tokens before the main output, either always enabled or externall…
cs.SE2025
In-Context Learning as an Effective Estimator of Functional Correctness of LLM-Generated Code
Susmita Das, Madhusudan Ghosh, Priyanka Swami +2
When applying LLM-based code generation to software development projects that follow a feature-driven or rapid application development approach, it becomes necessary to estimate th…