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Alex C. Williams

2 accepted papers

2024

Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation

EMNLP 2024finding

Large Language Models (LLMs) are increasingly used for generating code solutions, empowered by features like self-debugging and self-reflection. However, LLMs often struggle with complex programming problems without human guidance. This paper investigates the strategies employed by expert programmer…

Cited by 2SourcePDFScholar
2022

Dataset Augmentation in Papyrology with Generative Models: A Study of Synthetic Ancient Greek Character Images

IJCAI 2022poster

Character recognition models rely substantially on image datasets that maintain a balance of class samples. However, achieving a balance of classes is particularly challenging for ancient manuscript contexts as character instances may be significantly limited. In this paper, we present findings from…