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Xiaotian Su

2 accepted papers

2024

Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions

EMNLP 2024main

Providing feedback is widely recognized as crucial for refining students’ writing skills. Recent advances in language models (LMs) have made it possible to automatically generate feedback that is actionable and well-aligned with human-specified attributes. However, it remains unclear whether the fee…

2023

Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance

EMNLP 2023long findings

Large Language Models (LLMs) are increasingly utilized in educational tasks such as providing writing suggestions to students. Despite their potential, LLMs are known to harbor inherent biases which may negatively impact learners. Previous studies have investigated bias in models and data representa…

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