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Wang, Mengru

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14 papers 2022–2026

OceanGym: Evaluating Language-Grounded Embodied Agents in Underwater Environments

Xue, Yida, Mao, Mingjun, Ru, Xiangyuan, Zhu, Yuqi, Ren, Baochang, Qiao, Shuofei
+7 more show fewer
Wang, Mengru, Deng, Shumin, An, Xinyu, Zhang, Ningyu, Zheng, Guozhou, Chen, Ying, Chen, Huajun
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

When Should Models Change Their Minds? Contextual Belief Management in Large Language Models

Xu, Haoming, Xu, Weihong, Li, Zongrui, Wang, Mengru, Yao, Yunzhi, Wu, Chiyu
+3 more show fewer
Shang, Jin, Gong, Yu, Deng, Shumin
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction

Wang, Mengru, Zheng, Jianming, Cai, Fei, Shao, Taihua, Chen, Honghui
2022-01 Proceedings of the 29th International Conference on Computational Linguistics

EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

Wang, Peng, Zhang, Ningyu, Tian, Bozhong, Xi, Zekun, Yao, Yunzhi, Xu, Ziwen
+8 more show fewer
Wang, Mengru, Mao, Shengyu, Wang, Xiaohan, Cheng, Siyuan, Liu, Kangwei, Ni, Yuansheng, Zheng, Guozhou, Chen, Huajun
2024-01 Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)

Detoxifying Large Language Models via Knowledge Editing

Wang, Mengru, Zhang, Ningyu, Xu, Ziwen, Xi, Zekun, Deng, Shumin, Yao, Yunzhi
+4 more show fewer
Zhang, Qishen, Yang, Linyi, Wang, Jindong, Chen, Huajun
2024-01 Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Knowledge Mechanisms in Large Language Models: A Survey and Perspective

Wang, Mengru, Yao, Yunzhi, Xu, Ziwen, Qiao, Shuofei, Deng, Shumin, Wang, Peng
+7 more show fewer
Chen, Xiang, Gu, Jia-Chen, Jiang, Yong, Xie, Pengjun, Huang, Fei, Chen, Huajun, Zhang, Ningyu
2024-01 Findings of the Association for Computational Linguistics: EMNLP 2024

To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models

Tian, Bozhong, Liang, Xiaozhuan, Cheng, Siyuan, Liu, Qingbin, Wang, Mengru, Sui, Dianbo
+3 more show fewer
Chen, Xi, Chen, Huajun, Zhang, Ningyu
2024-01 Findings of the Association for Computational Linguistics: EMNLP 2024

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms

Wang, Mengru, Xu, Ziwen, Mao, Shengyu, Deng, Shumin, Tu, Zhaopeng, Chen, Huajun
+1 more show fewer
Zhang, Ningyu
2025-01 Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

ReLearn: Unlearning via Learning for Large Language Models

Xu, Haoming, Zhao, Ningyuan, Yang, Liming, Zhao, Sendong, Deng, Shumin, Wang, Mengru
+4 more show fewer
Hooi, Bryan, Oo, Nay, Chen, Huajun, Zhang, Ningyu
2025-01 Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models

Xu, Ziwen, Wang, Shuxun, Xu, Kewei, Xu, Haoming, Wang, Mengru, Deng, Xinle
+4 more show fewer
Yao, Yunzhi, Zheng, Guozhou, Chen, Huajun, Zhang, Ningyu
2025-01 Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Automating Steering for Safe Multimodal Large Language Models

Wu, Lyucheng, Wang, Mengru, Xu, Ziwen, Cao, Tri, Oo, Nay, Hooi, Bryan
+1 more show fewer
Deng, Shumin
2025-01 Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics

Xu, Ziwen, WU, Chenyan, Sun, Hengyu, Hong, Haiwen, Wang, Mengru, Yao, Yunzhi
+6 more show fewer
Huang, Longtao, Xue, Hui, Deng, Shumin, Chu, Zhixuan, Chen, Huajun, Zhang, Ningyu
2026-01 Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Social Welfare Function Leaderboard: On the Emergence of LLM Agents as the Welfare Dictator

Shi, Zhengliang, Ma, Ruotian, Huang, Jen-tse, Ma, Xinbei, Chen, Xingyu, Wang, Mengru
+11 more show fewer
Yang, Qu, Wang, Yue, Ye, Fanghua, Chen, Ziyang, Wang, Shanyi, LI, Cixing, Wang, Wenxuan, Tu, Zhaopeng, Li, Xiaolong, Ren, Zhaochun, Bo, Liefeng
2026-01 Findings of the Association for Computational Linguistics: ACL 2026

Too Good to be Bad: On the Failure of LLMs to Role-Play Villains

Yi, Zihao, Jiang, Qingxuan, Ma, Ruotian, Chen, Xingyu, Yang, Qu, Wang, Mengru
+5 more show fewer
Ye, Fanghua, Shen, Ying, Tu, Zhaopeng, Li, Xiaolong, Bo, Liefeng
2026-01 Findings of the Association for Computational Linguistics: ACL 2026