Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition. - Jun-Yu Ma; Beiduo Chen; Jia-Chen Gu; Zhenhua Ling; Wu Guo; Quan Liu 003; Zhigang Chen 003; Cong Liu 006 (EMNLP, 2022)

USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity Recognition. - Beiduo Chen; Jun-Yu Ma; Jiajun Qi; Wu Guo; Zhen-Hua Ling; Quan Liu 003 (SemEval@NAACL, 2022)

USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER. - Jun-Yu Ma; Jia-Chen Gu; Jiajun Qi; Zhenhua Ling; Quan Liu 003; Xiaoyi Zhao (SemEval@ACL, 2023)

SHINE: Syntax-augmented Hierarchical Interactive Encoder for Zero-shot Cross-lingual Information Extraction. - Jun-Yu Ma; Jia-Chen Gu; Zhen-Hua Ling; Quan Liu 003; Cong Liu 006; Guoping Hu (CoRR, 2023)

Untying the Reversal Curse via Bidirectional Language Model Editing. - Jun-Yu Ma; Jia-Chen Gu; Zhen-Hua Ling; Quan Liu 003; Cong Liu 006 (CoRR, 2023)

Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue. - Jia-Chen Gu; Hao-Xiang Xu; Jun-Yu Ma; Pan Lu; Zhen-Hua Ling; Kai-Wei Chang; Nanyun Peng 001 (EMNLP, 2024)

Neighboring Perturbations of Knowledge Editing on Large Language Models. - Jun-Yu Ma; Zhen-Hua Ling; Ningyu Zhang 001; Jia-Chen Gu (ICML, 2024)

Model Editing Can Hurt General Abilities of Large Language Models. - Jia-Chen Gu; Hao-Xiang Xu; Jun-Yu Ma; Pan Lu; Zhen-Hua Ling; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2024)

Syntax-Augmented Hierarchical Interactive Encoder for Zero-Shot Cross-Lingual Information Extraction. - Jun-Yu Ma; Jia-Chen Gu; Zhen-Hua Ling; Quan Liu 003; Cong Liu 006; Guoping Hu (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Perturbation-Restrained Sequential Model Editing. - Jun-Yu Ma; Hong Wang 028; Hao-Xiang Xu; Zhen-Hua Ling; Jia-Chen Gu (ICLR, 2025)

Constraining Sequential Model Editing with Editing Anchor Compression. - Hao-Xiang Xu; Jun-Yu Ma; Zhen-Hua Ling; Ningyu Zhang 001; Jia-Chen Gu (NAACL (Findings), 2025)

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training. - Tianqing Fang; Zhisong Zhang; Xiaoyang Wang; Rui Wang 015; Can Qin; Yuxuan Wan; Jun-Yu Ma; Ce Zhang 009; Jiaqi Chen; Xiyun Li; Hongming Zhang 009; Haitao Mi; et al. (CoRR, 2025)