Search Results for author: Haoyan Luo

Found 2 papers, 1 papers with code

From Understanding to Utilization: A Survey on Explainability for Large Language Models

no code implementations23 Jan 2024 Haoyan Luo, Lucia Specia

This survey underscores the imperative for increased explainability in LLMs, delving into both the research on explainability and the various methodologies and tasks that utilize an understanding of these models.

Model Editing

OpenFE: Automated Feature Generation with Expert-level Performance

2 code implementations22 Nov 2022 Tianping Zhang, Zheyu Zhang, Zhiyuan Fan, Haoyan Luo, Fengyuan Liu, Qian Liu, Wei Cao, Jian Li

In the two competitions, features generated by OpenFE with a simple baseline model can beat 99. 3% and 99. 6% data science teams respectively.

Feature Importance

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