PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinkingby Markus J.…
Planning Anything with Rigor: General-Purpose Zero-Shot Planning with LLM-based Formalized Programmingby Yilun Hao, Yang Zhang,…
Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learningby Bokai Hu, Sai…
Varying Shades of Wrong: Aligning LLMs with Wrong Answers Onlyby Jihan Yao, Wenxuan Ding, Shangbin…
Thinking LLMs: General Instruction Following with Thought Generationby Tianhao Wu, Janice Lan, Weizhe Yuan, Jiantao…
EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network Operationsby Zhangchi Feng, Dongdong Kuang, Zhongyuan Wang,…
Online design of dynamic networksby Duo Wang, Andrea Araldo, Mounim El YacoubiFirst submitted to arxiv…
Recent advancements in LLM Red-Teaming: Techniques, Defenses, and Ethical Considerationsby Tarun Raheja, Nilay Pochhi, F.D.C.M.…
Resource-Constrained Heuristic for Max-SATby Brian Matejek, Daniel Elenius, Cale Gentry, David Stoker, Adam CobbFirst submitted…
Increasing the Difficulty of Automatically Generated Questions via Reinforcement Learning with Synthetic Preferenceby William Thorne,…