3 papers
cs.CL2025
Weaker LLMs' Opinions Also Matter: Mixture of Opinions Enhances LLM's Mathematical Reasoning
Yanan Chen, Ali Pesaranghader, Tanmana Sadhu
Recent advances in Large Language Models (LLMs) have raised interest in their formal reasoning capabilities, particularly in mathematics. While closed LLMs like GPT-4 perform well…
cs.CL2024
Athena: Safe Autonomous Agents with Verbal Contrastive Learning
Tanmana Sadhu, Ali Pesaranghader, Yanan Chen +1
Due to emergent capabilities, large language models (LLMs) have been utilized as language-based agents to perform a variety of tasks and make decisions with an increasing degree of…
cs.AI2024
Can We Rely on LLM Agents to Draft Long-Horizon Plans? Let's Take TravelPlanner as an Example
Yanan Chen, Ali Pesaranghader, Tanmana Sadhu +1
Large language models (LLMs) have brought autonomous agents closer to artificial general intelligence (AGI) due to their promising generalization and emergent capabilities. There i…