Chang Shu

A Unified Deep Learning Framework for Multi-Modal Multi-Dimensional Data

2019

In data science applications, multi-modal and multidimensional nature of data leads to various types of manual features and tailored classifiers to specific problems. Traditional feature engineering demands expertise and the performance from integrated classifiers has …

FireAct: Toward Language Agent Fine-tuning

2023 · arXiv (Cornell University)

Recent efforts have augmented language models (LMs) with external tools or environments, leading to the development of language agents that can reason and act. However, most of these agents rely on few-shot prompting techniques with …