1 citations · 1 across the 1 of their papers we have counts for
Showing cs.CLShow all
3 papers · 1 filter
cs.CL2023
Adaptive-Solver Framework for Dynamic Strategy Selection in Large Language Model Reasoning
Jianpeng Zhou, Wanjun Zhong, Yanlin Wang +1
Large Language Models (LLMs) demonstrate impressive ability in handling reasoning tasks. However, unlike humans who can instinctively adapt their problem-solving strategies to the…
cs.CL2022★ 1 cited
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers
Wanjun Zhong, Tingting Ma, Jiahai Wang +4
This paper presents ReasonFormer, a unified reasoning framework for mirroring the modular and compositional reasoning process of humans in complex decision-making. Inspired by dual…
cs.CL2018
Improving Question Answering by Commonsense-Based Pre-Training
Wanjun Zhong, Duyu Tang, Nan Duan +3
Although neural network approaches achieve remarkable success on a variety of NLP tasks, many of them struggle to answer questions that require commonsense knowledge. We believe th…