2 citations · 2 across the 6 of their papers we have counts for
3 papers · 1 filter
A Pilot Benchmark for NL-to-FOL Translation in Planetary Exploration
Hayden Moore, Suman Saha, Mahfuza Farooque
Future planetary exploration envisions autonomous robotic agents operating under severe communication constraints, without global positioning, and with minimal human intervention.…
LangSAT: A Novel Framework Combining NLP and Reinforcement Learning for SAT Solving
Muyu Pan, Matthew Walter, Dheeraj Kodakandla +1
Our work presents a novel reinforcement learning (RL) based framework to optimize heuristic selection within the conflict-driven clause learning (CDCL) process, improving the effic…
Fine-Tuned Large Language Models for Logical Translation: Reducing Hallucinations with Lang2Logic
Muyu Pan, Dheeraj Kodakandla, Mahfuza Farooque
Recent advances in natural language processing (NLP), particularly large language models (LLMs), have motivated the automatic translation of natural language statements into formal…