A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering. - Deyu Zhou; Yanzheng Xiang; Linhai Zhang; Chenchen Ye 002; Qian-Wen Zhang; Yunbo Cao (EMNLP (Findings), 2021)

Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification. - Xu Zhang; Zejie Liu; Yanzheng Xiang; Deyu Zhou (COLING, 2022)

Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach. - Zejie Liu; Xiaoyu Hu; Deyu Zhou; Lin Li; Xu Zhang; Yanzheng Xiang (EMNLP (Findings), 2022)

G³R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation. - Yanzheng Xiang; Qian-Wen Zhang; Xu Zhang; Zejie Liu; Yunbo Cao; Deyu Zhou (ACL (Findings), 2023)

The Mystery and Fascination of LLMs: A Comprehensive Survey on the Interpretation and Analysis of Emergent Abilities. - Yuxiang Zhou; Jiazheng Li 002; Yanzheng Xiang; Hanqi Yan; Lin Gui 003; Yulan He 001 (CoRR, 2023)

Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models. - Yanzheng Xiang; Hanqi Yan; Lin Gui 003; Yulan He 001 (ACL (Findings), 2024)

Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective. - Hanqi Yan; Yanzheng Xiang; Guangyi Chen 002; Yifei Wang; Lin Gui 003; Yulan He 001 (EMNLP, 2024)

The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis. - Yuxiang Zhou; Jiazheng Li 002; Yanzheng Xiang; Hanqi Yan; Lin Gui 003; Yulan He 001 (EMNLP, 2024)

GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA. - Xinyu Wang; Yanzheng Xiang; Lin Gui 003; Yulan He 001 (CoRR, 2024)

HFD: Hierarchical feature decoupling for SQL generation from text. - Xu Zhang; Xiaoyu Hu; Zejie Liu; Yanzheng Xiang; Deyu Zhou (Intell. Data Anal., 2024)

I2R: Intra and inter-modal representation learning for code search. - Xu Zhang; Yanzheng Xiang; Zejie Liu; Xiaoyu Hu; Deyu Zhou (Intell. Data Anal., 2024)

PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA. - Xinyu Wang; Yanzheng Xiang; Lin Gui 003; Yulan He 001 (ACL (Findings), 2025)

SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers. - Yanzheng Xiang; Hanqi Yan; Shuyin Ouyang; Lin Gui 003; Yulan He 001 (CoRR, 2025)