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2020 – today
- 2026
[j2]Hengyuan Zhang, Zhihao Zhang, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Ercong Nie, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schütze, Xuanjing Huang, Qi Zhang, Ngai Wong:
Locate, steer, and improve: A practical survey of actionable mechanistic interpretability in large language models. Comput. Sci. Rev. 62: 101011 (2026)- [j1]Minghan Li
, Ercong Nie, Huiping Huang, Xinxuan Lv, Guodong Zhou:
Dual-layer prompt ensembles: Leveraging system- and user-level instructions for robust LLM-based query expansion and rank fusion. Inf. Fusion 131: 104160 (2026) - [c23]Hengyuan Zhang, Zhihao Zhang, Ercong Nie, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schütze, Xuanjing Huang, Qi Zhang, Ngai Wong:
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models. ACL (Findings) 2026: 10317-10362 - [c22]Sikuan Yan, Xiufeng Yang, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma, Jinhe Bi, Kristian Kersting, Jeff Z. Pan, Hinrich Schütze, Volker Tresp, Yunpu Ma:
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning. ACL (1) 2026: 12805-12825 - [c21]Chunkit Chan, Yauwai Yim, Hongchuan Zeng, Zhiying Zou, Xinyuan Cheng, Zhifan Sun, Zheye Deng, Kawai Chung, Yuzhuo Ao, Yixiang Fan, Cheng Jiayang, Ercong Nie, Ginny Y. Wong, Helmut Schmid, Hinrich Schütze, Simon See, Yangqiu Song:
XToM: Exploring the Multilingual Theory of Mind for Large Language Models. ACL (1) 2026: 17681-17716 - [c20]Zijing Wang, Yongkang Liu, Mingyang Wang, Ercong Nie, Deyuan Chen, Zhengjie Zhao, Shi Feng, Daling Wang, Xiaocui Yang, Yifei Zhang, Hinrich Schütze:
PlaM: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in MLLMs. ACL (Findings) 2026: 21019-21035 - [c19]Yongkang Liu, Jiayang Yu, Mingyang Wang, Yiqun Zhang, Ercong Nie, Shi Feng, Daling Wang, Kaisong Song, Hinrich Schütze:
SAD: A Large-Scale Strategic Argumentative Dialogue Dataset. ACL (1) 2026: 36144-36164 - [c18]Yongkang Liu, Xingle Xu, Ercong Nie, Zijing Wang, Shi Feng, Daling Wang, Qian Li, Hinrich Schütze:
Look Within or Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning. ACL (1) 2026: 47800-47820 - [i37]Yongkang Liu, Jiayang Yu, Mingyang Wang, Yiqun Zhang, Ercong Nie, Shi Feng, Daling Wang, Kaisong Song, Hinrich Schütze:
SAD: A Large-Scale Strategic Argumentative Dialogue Dataset. CoRR abs/2601.07423 (2026) - [i36]Zijing Wang, Yongkang Liu, Mingyang Wang, Ercong Nie, Deyuan Chen, Zhengjie Zhao, Shi Feng, Daling Wang, Xiaocui Yang, Yifei Zhang, Hinrich Schütze:
PlaM: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in MLLMs. CoRR abs/2601.07645 (2026) - [i35]Hengyuan Zhang, Zhihao Zhang, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Ercong Nie, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schütze, Xuanjing Huang, Qi Zhang, Ngai Wong:
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models. CoRR abs/2601.14004 (2026) - [i34]Minghan Li, Ercong Nie, Siqi Zhao, Tongna Chen, Huiping Huang, Guodong Zhou:
Automatic In-Domain Exemplar Construction and LLM-Based Refinement of Multi-LLM Expansions for Query Expansion. CoRR abs/2602.08917 (2026) - [i33]Zijing Wang, Mingyang Wang, Ercong Nie, Yongkang Liu, Shi Feng, Mengjie Zhao, Daling Wang, Xiaocui Yang, Hinrich Schütze:
DiM\textsuperscript{3}: Bridging Multilingual and Multimodal Models via Direction- and Magnitude-Aware Merging. CoRR abs/2605.12960 (2026) - [i32]Sikuan Yan, Sicheng Dong, Haotong Wang, Ercong Nie, Yilun Liu, Jinhe Bi, Yingjie Xu, Susanna Schwarzmann, Riccardo Trivisonno, Volker Tresp, Yunpu Ma:
PyraVid: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning. CoRR abs/2605.17065 (2026) - [i31]Yongkang Liu, Zijing Wang, Mengjie Zhao, Ercong Nie, Mingyang Wang, Qian Li, Feiliang Ren, Shi Feng, Daling Wang, Hinrich Schütze:
ChunkFT: Byte-Streamed Optimization for Memory-Efficient Full Fine-Tuning. CoRR abs/2605.21177 (2026) - [i30]Sikuan Yan, Ahmed Bahloul, Ercong Nie, Susanna Schwarzmann, Riccardo Trivisonno, Volker Tresp, Yunpu Ma:
Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents. CoRR abs/2605.21768 (2026) - 2025
- [c17]Mingyang Wang, Heike Adel, Lukas Lange, Yihong Liu, Ercong Nie, Jannik Strötgen, Hinrich Schütze:
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models. ACL (1) 2025: 5075-5094 - [c16]Ercong Nie, Bo Shao, Mingyang Wang, Zifeng Ding, Helmut Schmid, Hinrich Schütze:
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning. ACL (1) 2025: 16357-16374 - [c15]Linyang He, Ercong Nie, Helmut Schmid, Hinrich Schütze, Nima Mesgarani, Jonathan Brennan:
Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence. ACL (Findings) 2025: 19284-19302 - [c14]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models. EMNLP (Findings) 2025: 690-706 - [c13]Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Felicia Körner, Ercong Nie, Barbara Plank, François Yvon, Hinrich Schütze:
Tracing Multilingual Factual Knowledge Acquisition in Pretraining. EMNLP (Findings) 2025: 2121-2146 - [c12]Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze:
Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models. IJCNLP-AACL (Findings) 2025: 646-659 - [c11]Shuzhou Yuan, Ercong Nie, Lukas Kouba, Helmut Schmid, Hinrich Schütze, Michael Färber:
LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification. IJCNLP-AACL (Findings) 2025: 1014-1027 - [c10]Shuzhou Yuan, Ercong Nie, Bolei Ma, Michael Färber:
Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers. IJCNN 2025: 1-8 - [i29]Lovisa Hagström, Ercong Nie, Ruben Halifa, Helmut Schmid, Richard Johansson, Alexander Junge:
Language Model Re-rankers are Steered by Lexical Similarities. CoRR abs/2502.17036 (2025) - [i28]Linyang He, Ercong Nie, Sukru Samet Dindar, Arsalan Firoozi, Adrian Florea, Van Nguyen, Corentin Puffay, Riki Shimizu, Haotian Ye, Jonathan Brennan, Helmut Schmid, Hinrich Schütze, Nima Mesgarani:
XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs. CoRR abs/2502.19737 (2025) - [i27]Mingyang Wang, Heike Adel, Lukas Lange, Yihong Liu, Ercong Nie, Jannik Strötgen, Hinrich Schütze:
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models. CoRR abs/2504.04264 (2025) - [i26]Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Felicia Körner, Ercong Nie, Barbara Plank, François Yvon, Hinrich Schütze:
Tracing Multilingual Factual Knowledge Acquisition in Pretraining. CoRR abs/2505.14824 (2025) - [i25]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models. CoRR abs/2505.16538 (2025) - [i24]Yongkang Liu, Xingle Xu, Ercong Nie, Zijing Wang, Shi Feng, Daling Wang, Qian Li, Hinrich Schütze:
Look Within or Look Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning. CoRR abs/2505.22355 (2025) - [i23]Shuzhou Yuan, Ercong Nie, Lukas Kouba, Ashish Yashwanth Kangen, Helmut Schmid, Hinrich Schütze, Michael Färber:
LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification. CoRR abs/2506.01484 (2025) - [i22]Chunkit Chan, Yauwai Yim, Hongchuan Zeng, Zhiying Zou, Xinyuan Cheng, Zhifan Sun, Zheye Deng, Kawai Chung, Yuzhuo Ao, Yixiang Fan, Cheng Jiayang, Ercong Nie, Ginny Y. Wong, Helmut Schmid, Hinrich Schütze, Simon See, Yangqiu Song:
XToM: Exploring the Multilingual Theory of Mind for Large Language Models. CoRR abs/2506.02461 (2025) - [i21]Shuzhou Yuan, Ercong Nie, Mario Tawfelis, Helmut Schmid, Hinrich Schütze, Michael Färber:
Hateful Person or Hateful Model? Investigating the Role of Personas in Hate Speech Detection by Large Language Models. CoRR abs/2506.08593 (2025) - [i20]Shuzhou Yuan, William LaCroix, Hardik Ghoshal, Ercong Nie, Michael Färber:
CoDAE: Adapting Large Language Models for Education via Chain-of-Thought Data Augmentation. CoRR abs/2508.08386 (2025) - [i19]Sikuan Yan, Xiufeng Yang, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma, Hinrich Schütze, Volker Tresp, Yunpu Ma:
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning. CoRR abs/2508.19828 (2025) - [i18]Minghan Li, Miyang Luo, Tianrui Lv, Yishuai Zhang, Siqi Zhao, Ercong Nie, Guodong Zhou:
A Survey of Long-Document Retrieval in the PLM and LLM Era. CoRR abs/2509.07759 (2025) - [i17]Minghan Li, Xinxuan Lv, Junjie Zou, Tongna Chen, Chao Zhang, Suchao An, Ercong Nie, Guodong Zhou:
Query Expansion in the Age of Pre-trained and Large Language Models: A Comprehensive Survey. CoRR abs/2509.07794 (2025) - [i16]Shuzhou Yuan, Ercong Nie, Yinuo Sun, Chenxuan Zhao, William LaCroix, Michael Färber:
Beyond Over-Refusal: Scenario-Based Diagnostics and Post-Hoc Mitigation for Exaggerated Refusals in LLMs. CoRR abs/2510.08158 (2025) - 2024
- [c9]Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze:
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network. ACL (Findings) 2024: 3987-4001 - [c8]Linyang He, Peili Chen, Ercong Nie, Yuanning Li, Jonathan R. Brennan:
Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models Using Minimal Pairs. LREC/COLING 2024: 4488-4497 - [c7]Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze:
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. EACL (1) 2024: 2685-2702 - [c6]Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze:
A Unified Data Augmentation Framework for Low-Resource Multi-domain Dialogue Generation. ECML/PKDD (2) 2024: 162-177 - [c5]Huixin Chen, Jan Büssing, David Rügamer, Ercong Nie:
Team MGTD4ADL at SemEval-2024 Task 8: Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text. SemEval@NAACL 2024: 1711-1718 - [i15]Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze:
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. CoRR abs/2401.16589 (2024) - [i14]Shuzhou Yuan, Ercong Nie, Bolei Ma, Michael Färber:
Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers. CoRR abs/2402.11700 (2024) - [i13]Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze:
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network. CoRR abs/2402.11709 (2024) - [i12]Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze:
Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models. CoRR abs/2402.18397 (2024) - [i11]Linyang He, Peili Chen, Ercong Nie, Yuanning Li, Jonathan R. Brennan:
Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models using Minimal Pairs. CoRR abs/2403.17299 (2024) - [i10]Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze:
A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation. CoRR abs/2406.09881 (2024) - [i9]Ercong Nie, Bo Shao, Zifeng Ding, Mingyang Wang, Helmut Schmid, Hinrich Schütze:
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning. CoRR abs/2406.17764 (2024) - [i8]Linyang He, Ercong Nie, Helmut Schmid, Hinrich Schütze, Nima Mesgarani, Jonathan Brennan:
Large Language Models as Neurolinguistic Subjects: Identifying Internal Representations for Form and Meaning. CoRR abs/2411.07533 (2024) - 2023
- [c4]Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages. ACL (Findings) 2023: 8320-8340 - [c3]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration. EMNLP (Findings) 2023: 15774-15782 - [c2]Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze:
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding. KONVENS 2023: 1-16 - [c1]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach. ALP@RANLP 2023: 68-79 - [i7]Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze:
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding. CoRR abs/2307.07880 (2023) - [i6]Zheyu Zhang, Han Yang, Bolei Ma, David Rügamer, Ercong Nie:
Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models. CoRR abs/2308.01684 (2023) - [i5]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach. CoRR abs/2308.04645 (2023) - [i4]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration. CoRR abs/2310.05069 (2023) - [i3]Xiaoqian Li, Ercong Nie, Sheng Liang:
Crosslingual Retrieval Augmented In-context Learning for Bangla. CoRR abs/2311.00587 (2023) - [i2]Xiaoqian Li, Ercong Nie, Sheng Liang:
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL. CoRR abs/2311.06595 (2023) - 2022
- [i1]Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages. CoRR abs/2212.09651 (2022)
Coauthor Index
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