^* Equal contribution. ^† Corresponding author.

When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation
Xunyi Jiang, Dingyi Chang, Julian McAuley, Xin Xu^†

LLM-eval@NeurIPS 2025 [Paper] [Code]

BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses
Xin Xu, Xunzhi He^*, Churan Zhi^*, Ruizhe Chen, Julian McAuley, Zexue He^†

Work in Progress [Paper] [Code]

Improving In-Context Learning with Reasoning Distillation
Nafis Sadeq, Xin Xu, Zhouhang Xie, Julian McAuley, Byungkyu Kang, Prarit Lamba, Xiang Gao

Work in Progress [Paper] [Code]

BiasEdit: Debiasing Stereotyped Language Models via Model Editing
Xin Xu, Wei Xu, Ningyu Zhang, Julian McAuley

TrustNLP @ NAACL 2025 [Paper] [Code]

Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
Jintian Zhang^*, Xin Xu^*, Ningyu Zhang^†, Ruibo Liu, Bryan Hooi, Shumin Deng^†

ACL 2024 [Paper] [Code] [Pre] [Poster]

MuseCoco: Generating Symbolic Music from Text
Peiling Lu^*, Xin Xu^*, Chenfei Kang^*, Botao Yu^*, Chengyi Xing^*, Xu Tan^†, Jiang Bian

arXiv:2306.00110 [Paper] [Demo] [Code]

How to Unleash the Power of Large Language Models for Few-shot Relation Extraction?
Xin Xu, Yuqi Zhu, Xiaohan Wang, Ningyu Zhang^†

SustaiNLP @ ACL 2023 [Paper] [Code] [Pre] [Poster]

Schema-adaptable Knowledge Graph Construction
Hongbin Ye, Honghao Gui, Xin Xu, Huajun Chen, Ningyu Zhang^†

Findings of EMNLP 2023 [Paper] [Code]

Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study
Xin Xu, Xiang Chen, Ningyu Zhang^†, Xin Xie, Xi Chen, Huajun Chen

Findings of EMNLP 2022 [Paper] [Code] [Pre] [Poster]

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population
Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Shuofei Qiao, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Peng Wang, Wen Zhang, Zhenru Zhang, Chuanqi Tan, Qiang Chen, Feiyu Xiong, Fei Huang, Guozhou Zheng, Huajun Chen^†

EMNLP 2022 System Demonstrations [Paper] [Code] [Demo] [Pre] [Poster]