Ercong Nie - RankMe

51 papers B 1Journal 34Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automatic In-Domain Exemplar Construction and LLM-Based Refinement of Multi-LLM Expansions for Query Expansion. CoRR Minghan Li, Ercong Nie, Siqi Zhao, Tongna Chen, Huiping Huang, Guodong Zhou
2026	J	`jnl`	Dual-layer prompt ensembles: Leveraging system- and user-level instructions for robust LLM-based query expansion and rank fusion. Inf. Fusion Minghan Li, Ercong Nie, Huiping Huang, Xinxuan Lv, Guodong Zhou
2026	J	`jnl`	Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models. CoRR 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
2026	J	`jnl`	PlaM: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in MLLMs. CoRR Zijing Wang, Yongkang Liu, Mingyang Wang, Ercong Nie, Deyuan Chen, Zhengjie Zhao, Shi Feng, Daling Wang, Xiaocui Yang, Yifei Zhang, Hinrich Schütze
2026	J	`jnl`	SAD: A Large-Scale Strategic Argumentative Dialogue Dataset. CoRR Yongkang Liu, Jiayang Yu, Mingyang Wang, Yiqun Zhang, Ercong Nie, Shi Feng, Daling Wang, Kaisong Song, Hinrich Schütze
2025	J	`jnl`	A Survey of Long-Document Retrieval in the PLM and LLM Era. CoRR Minghan Li, Miyang Luo, Tianrui Lv, Yishuai Zhang, Siqi Zhao, Ercong Nie, Guodong Zhou
2025	—	`conf`	BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning. ACL (1) Ercong Nie, Bo Shao, Mingyang Wang, Zifeng Ding, Helmut Schmid, Hinrich Schütze
2025	J	`jnl`	Beyond Over-Refusal: Scenario-Based Diagnostics and Post-Hoc Mitigation for Exaggerated Refusals in LLMs. CoRR Shuzhou Yuan, Ercong Nie, Yinuo Sun, Chenxuan Zhao, William LaCroix, Michael Färber
2025	J	`jnl`	CoDAE: Adapting Large Language Models for Education via Chain-of-Thought Data Augmentation. CoRR Shuzhou Yuan, William LaCroix, Hardik Ghoshal, Ercong Nie, Michael Färber
2025	—	`conf`	Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models. IJCNLP-AACL (Findings) Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2025	J	`jnl`	Hateful Person or Hateful Model? Investigating the Role of Personas in Hate Speech Detection by Large Language Models. CoRR Shuzhou Yuan, Ercong Nie, Mario Tawfelis, Helmut Schmid, Hinrich Schütze, Michael Färber
2025	—	`conf`	LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification. IJCNLP-AACL (Findings) Shuzhou Yuan, Ercong Nie, Lukas Kouba, Helmut Schmid, Hinrich Schütze, Michael Färber
2025	J	`jnl`	LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification. CoRR Shuzhou Yuan, Ercong Nie, Lukas Kouba, Ashish Yashwanth Kangen, Helmut Schmid, Hinrich Schütze, Michael Färber
2025	J	`jnl`	Language Model Re-rankers are Steered by Lexical Similarities. CoRR Lovisa Hagström, Ercong Nie, Ruben Halifa, Helmut Schmid, Richard Johansson, Alexander Junge
2025	—	`conf`	Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence. ACL (Findings) Linyang He, Ercong Nie, Helmut Schmid, Hinrich Schütze, Nima Mesgarani, Jonathan Brennan
2025	J	`jnl`	Look Within or Look Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning. CoRR Yongkang Liu, Xingle Xu, Ercong Nie, Zijing Wang, Shi Feng, Daling Wang, Qian Li, Hinrich Schütze
2025	—	`conf`	Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models. ACL (1) Mingyang Wang, Heike Adel, Lukas Lange, Yihong Liu, Ercong Nie, Jannik Strötgen, Hinrich Schütze
2025	J	`jnl`	Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models. CoRR Mingyang Wang, Heike Adel, Lukas Lange, Yihong Liu, Ercong Nie, Jannik Strötgen, Hinrich Schütze
2025	—	`conf`	Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models. EMNLP (Findings) Ercong Nie, Helmut Schmid, Hinrich Schütze
2025	J	`jnl`	Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models. CoRR Ercong Nie, Helmut Schmid, Hinrich Schütze
2025	J	`jnl`	Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning. CoRR Sikuan Yan, Xiufeng Yang, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma, Hinrich Schütze, Volker Tresp, Yunpu Ma
2025	J	`jnl`	Query Expansion in the Age of Pre-trained and Large Language Models: A Comprehensive Survey. CoRR Minghan Li, Xinxuan Lv, Junjie Zou, Tongna Chen, Chao Zhang, Suchao An, Ercong Nie, Guodong Zhou
2025	—	`conf`	Tracing Multilingual Factual Knowledge Acquisition in Pretraining. EMNLP (Findings) Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Felicia Körner, Ercong Nie, Barbara Plank, François Yvon, Hinrich Schütze
2025	J	`jnl`	Tracing Multilingual Factual Knowledge Acquisition in Pretraining. CoRR Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Felicia Körner, Ercong Nie, Barbara Plank, François Yvon, Hinrich Schütze
2025	B	`conf`	Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers. IJCNN Shuzhou Yuan, Ercong Nie, Bolei Ma, Michael Färber
2025	J	`jnl`	XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs. CoRR 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
2025	J	`jnl`	XToM: Exploring the Multilingual Theory of Mind for Large Language Models. CoRR 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
2024	J	`jnl`	A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation. CoRR Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze
2024	—	`conf`	A Unified Data Augmentation Framework for Low-Resource Multi-domain Dialogue Generation. ECML/PKDD (2) Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze
2024	J	`jnl`	BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning. CoRR Ercong Nie, Bo Shao, Zifeng Ding, Mingyang Wang, Helmut Schmid, Hinrich Schütze
2024	—	`conf`	Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models Using Minimal Pairs. LREC/COLING Linyang He, Peili Chen, Ercong Nie, Yuanning Li, Jonathan R. Brennan
2024	J	`jnl`	Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models using Minimal Pairs. CoRR Linyang He, Peili Chen, Ercong Nie, Yuanning Li, Jonathan R. Brennan
2024	J	`jnl`	Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models. CoRR Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024	—	`conf`	GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network. ACL (Findings) Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze
2024	J	`jnl`	GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network. CoRR Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze
2024	J	`jnl`	Large Language Models as Neurolinguistic Subjects: Identifying Internal Representations for Form and Meaning. CoRR Linyang He, Ercong Nie, Helmut Schmid, Hinrich Schütze, Nima Mesgarani, Jonathan Brennan
2024	—	`conf`	Team MGTD4ADL at SemEval-2024 Task 8: Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text. SemEval@NAACL Huixin Chen, Jan Büssing, David Rügamer, Ercong Nie
2024	—	`conf`	ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. EACL (1) Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024	J	`jnl`	ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. CoRR Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024	J	`jnl`	Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers. CoRR Shuzhou Yuan, Ercong Nie, Bolei Ma, Michael Färber
2023	J	`jnl`	Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models. CoRR Zheyu Zhang, Han Yang, Bolei Ma, David Rügamer, Ercong Nie
2023	—	`conf`	Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach. ALP@RANLP Ercong Nie, Helmut Schmid, Hinrich Schütze
2023	J	`jnl`	Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach. CoRR Ercong Nie, Helmut Schmid, Hinrich Schütze
2023	—	`conf`	Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages. ACL (Findings) Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze
2023	J	`jnl`	Crosslingual Retrieval Augmented In-context Learning for Bangla. CoRR Xiaoqian Li, Ercong Nie, Sheng Liang
2023	J	`jnl`	From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL. CoRR Xiaoqian Li, Ercong Nie, Sheng Liang
2023	—	`conf`	Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding. KONVENS Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze
2023	J	`jnl`	Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding. CoRR Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze
2023	—	`conf`	Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration. EMNLP (Findings) Ercong Nie, Helmut Schmid, Hinrich Schütze
2023	J	`jnl`	Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration. CoRR Ercong Nie, Helmut Schmid, Hinrich Schütze
2022	J	`jnl`	Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages. CoRR Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze