Query-based Instance Discrimination Network for Relational Triple Extraction. - Zeqi Tan; Yongliang Shen 001; Xuming Hu; Wenqi Zhang 001; Xiaoxia Cheng; Weiming Lu 001; Yueting Zhuang (EMNLP, 2022)

Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment. - Yechun Tang; Xiaoxia Cheng; Weiming Lu 001 (EMNLP, 2022)

Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem. - Wenqi Zhang 001; Yongliang Shen 001; Yanna Ma; Xiaoxia Cheng; Zeqi Tan; Qingpeng Nong; Weiming Lu 001 (EMNLP (Findings), 2022)

A Set Prediction Network For Extractive Summarization. - Xiaoxia Cheng; Yongliang Shen 001; Weiming Lu 001 (ACL (Findings), 2023)

Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning. - Zeqi Tan; Yongliang Shen 001; Xiaoxia Cheng; Chang Zong; Wenqi Zhang 001; Jian Shao 001; Weiming Lu 001; Yueting Zhuang (ACL (1), 2024)

Shapley Value Guided Extractive Text Summarization. - Xiaoxia Cheng; Weiming Lu 001 (ICASSP, 2024)

Information Re-Organization Improves Reasoning in Large Language Models. - Xiaoxia Cheng; Zeqi Tan; Wei Xue; Weiming Lu 001 (NeurIPS, 2024)

Information Re-Organization Improves Reasoning in Large Language Models. - Xiaoxia Cheng; Zeqi Tan; Weiming Lu 001 (CoRR, 2024)

G2LDetect: A Global-to-Local Approach for Hallucination Detection. - Xiaoxia Cheng; Zeqi Tan; Zhe Zheng; Weiming Lu 001 (AAAI, 2025)

Beyond Frequency: Seeing Subtle Cues Through the Lens of Spatial Decomposition for Fine-Grained Visual Classification. - Qin Xu; Lili Zhu; Xiaoxia Cheng; Bo Jiang (CoRR, 2025)