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2020 – today
- 2024
[j2]Xu Zhang, Yanzheng Xiang, Zejie Liu, Xiaoyu Hu, Deyu Zhou:
I2R: Intra and inter-modal representation learning for code search. Intell. Data Anal. 28(3): 807-823 (2024)- [j1]Xu Zhang, Xiaoyu Hu, Zejie Liu, Yanzheng Xiang, Deyu Zhou:
HFD: Hierarchical feature decoupling for SQL generation from text. Intell. Data Anal. 28(4): 991-1005 (2024) - [c7]Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He:
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models. ACL (Findings) 2024: 6467-6481 - [c6]Hanqi Yan, Yanzheng Xiang, Guangyi Chen, Yifei Wang, Lin Gui, Yulan He:
Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective. EMNLP 2024: 10423-10435 - [c5]Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He:
The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis. EMNLP 2024: 14365-14378 - [i4]Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He:
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models. CoRR abs/2402.15637 (2024) - [i3]Hanqi Yan, Yanzheng Xiang, Guangyi Chen, Yifei Wang, Lin Gui, Yulan He:
Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective. CoRR abs/2406.17969 (2024) - [i2]Xinyu Wang, Yanzheng Xiang, Lin Gui, Yulan He:
GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA. CoRR abs/2410.04790 (2024) - 2023
- [c4]Yanzheng Xiang, Qian-Wen Zhang, Xu Zhang, Zejie Liu, Yunbo Cao, Deyu Zhou:
G³R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation. ACL (Findings) 2023: 338-352 - [i1]Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui
, Yulan He:
The Mystery and Fascination of LLMs: A Comprehensive Survey on the Interpretation and Analysis of Emergent Abilities. CoRR abs/2311.00237 (2023) - 2022
- [c3]Xu Zhang, Zejie Liu, Yanzheng Xiang, Deyu Zhou:
Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification. COLING 2022: 1136-1145 - [c2]Zejie Liu, Xiaoyu Hu, Deyu Zhou, Lin Li, Xu Zhang, Yanzheng Xiang:
Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach. EMNLP (Findings) 2022: 6069-6077 - 2021
- [c1]Deyu Zhou, Yanzheng Xiang, Linhai Zhang, Chenchen Ye, Qian-Wen Zhang, Yunbo Cao:
A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering. EMNLP (Findings) 2021: 4798-4808
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