For An Exciting Tomorrow
arXiv:2510.07331v1 Announce Type: new Abstract: This paper introduces Truth-Aware Decoding (TAD), a verification-oriented decoding scheme that aligns neural language generation…
arXiv:2510.08317v1 Announce Type: cross Abstract: Symbolic regression (SR), the automated discovery of mathematical expressions from data, is a cornerstone of…
arXiv:2510.05379v2 Announce Type: replace-cross Abstract: Recent advancements in jailbreaking large language models (LLMs), such as AutoDAN-Turbo, have demonstrated the power…
arXiv:2510.05942v2 Announce Type: replace-cross Abstract: We present EvalMORAAL, a transparent chain-of-thought (CoT) framework that uses two scoring methods (log-probabilities and…
arXiv:2510.07022v1 Announce Type: cross Abstract: Machine unlearning is critical for enforcing data deletion rights like the “right to be forgotten.”…
arXiv:2510.06261v1 Announce Type: new Abstract: We present AlphaApollo, a self-evolving agentic reasoning system that aims to address two bottlenecks in…