Xiaoying Zheng
3 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
large language model
(3)
in-context learning
(1)
hallucination mitigation
(1)
natural language explanation
(1)
contrastive decoding
(1)
automated assessment
(1)
knowledge component
(1)
student explanation
(1)
attention dispersion
(1)
inducing head
(1)
few-shot learning
(1)
classroom response system
(1)
Papers
An Explanation-Based Classroom Response System for Real-Time Analysis of Undergraduate Students’ Natural Language Explanations
AAAI 2026
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models
ACL 2025
Assessing Student Explanations with Large Language Models Using Fine-Tuning and Few-Shot Learning
NAACL 2024