← Search

Junheng Hao

2 accepted papers

2024

Language Models can be Deductive Solvers

NAACL 2024findings

Logical reasoning is a fundamental aspect of human intelligence and a key component of tasks like problem-solving and decision-making. Recent advancements have enabled Large Language Models (LLMs) to potentially exhibit reasoning capabilities, but complex logical reasoning remains a challenge. The s…

2024

SciAgent: Tool-augmented Language Models for Scientific Reasoning

EMNLP 2024main

Scientific reasoning poses an excessive challenge for even the most advanced Large Language Models (LLMs). To make this task more practical and solvable for LLMs, we introduce a new task setting named tool-augmented scientific reasoning. This setting supplements LLMs with scalable toolsets, and shif…

Cited by 28SourcePDFScholar