Pengfei Cao

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 73

Top Topics

Named Entity Recognition

Transfer Learning

Commonsense Reasoning

Top Venues

EMNLP (Findings)

Publications

Chenlong Zhang, Pengfei Cao, Yubo Chen, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao
Continual Few-shot Event Detection via Hierarchical Augmentation Networks. LREC/COLING (2024)
Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
Knowledge Localization: Mission Not Accomplished? Enter Query Localization! CoRR (2024)
Jiachun Li, Pengfei Cao, Chenhao Wang, Zhuoran Jin, Yubo Chen, Daojian Zeng, Kang Liu, Jun Zhao
Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning. CoRR (2024)
Jiakuan Xie, Pengfei Cao, Yuheng Chen, Yubo Chen, Kang Liu, Jun Zhao
MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation. CoRR (2024)
Zhuoran Jin, Pengfei Cao, Hongbang Yuan, Yubo Chen, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Kang Liu, Jun Zhao
Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models. CoRR (2024)
Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Xiaojian Jiang, Jiexin Xu, Qiuxia Li, Jun Zhao
Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models. LREC/COLING (2024)
Chenhao Wang, Pengfei Cao, Jiachun Li, Yubo Chen, Kang Liu, Xiaojian Jiang, Jiexin Xu, Qiuxia Li, Jun Zhao
Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering. LREC/COLING (2024)
Zhao Yang, Yuanzhe Zhang, Pengfei Cao, Cao Liu, Jiansong Chen, Jun Zhao, Kang Liu
Information bottleneck based knowledge selection for commonsense reasoning. Inf. Sci. 660 (2024)
Zhuoran Jin, Pengfei Cao, Chenhao Wang, Zhitao He, Hongbang Yuan, Jiachun Li, Yubo Chen, Kang Liu, Jun Zhao
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. CoRR (2024)
Chenhao Wang, Pengfei Cao, Zhuoran Jin, Yubo Chen, Daojian Zeng, Kang Liu, Jun Zhao
MULFE: A Multi-Level Benchmark for Free Text Model Editing. ACL (1) (2024)
Jiachun Li, Pengfei Cao, Chenhao Wang, Zhuoran Jin, Yubo Chen, Daojian Zeng, Kang Liu, Jun Zhao
Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning. ACL (1) (2024)
Zhitao He, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning. LREC/COLING (2024)
Zhitao He, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning. CoRR (2024)
Pengfei Cao, Jiqiang Shang, Zhengnan Yuan, Ming Song, Congcong Li, Pengcheng Fu, Zhongxiu Hao, Yong Yang, Anzong Hu
A New Hybrid Magnetic Coupler in Inductive Power Transfer System for High Misalignment Tolerance. IEEE Access 12 (2024)
Yuheng Chen, Pengfei Cao, Yubo Chen, Yining Wang, Shengping Liu, Kang Liu, Jun Zhao
The Da Vinci Code of Large Pre-trained Language Models: Deciphering Degenerate Knowledge Neurons. CoRR (2024)
Pengfei Shi, Shen Shao, Xinnan Fan, Yuanxue Xin, Zhongkai Zhou, Pengfei Cao, Xinyu Li, Sisi Zhu
CrackYOLO: towards efficient dam crack detection for underwater scenes. Pattern Anal. Appl. 27 (3) (2024)
Jiachun Li, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
Towards Faithful Chain-of-Thought: Large Language Models are Bridging Reasoners. CoRR (2024)
Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Xiaojian Jiang, Jiexin Xu, Qiuxia Li, Jun Zhao
Tug-of-War Between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models. CoRR (2024)
Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons. AAAI (2024)
Zhitao He, Pengfei Cao, Chenhao Wang, Zhuoran Jin, Yubo Chen, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Kang Liu, Jun Zhao
SimuCourt: Building Judicial Decision-Making Agents with Real-world Judgement Documents. CoRR (2024)
Chenlong Zhang, Pengfei Cao, Yubo Chen, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao
Continual Few-shot Event Detection via Hierarchical Augmentation Networks. CoRR (2024)
Hongbang Yuan, Yubo Chen, Pengfei Cao, Zhuoran Jin, Kang Liu, Jun Zhao
Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models. CoRR (2024)
Zhuoran Jin, Pengfei Cao, Hongbang Yuan, Yubo Chen, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Kang Liu, Jun Zhao
Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models. ACL (Findings) (2024)
Hongbang Yuan, Pengfei Cao, Zhuoran Jin, Yubo Chen, Daojian Zeng, Kang Liu, Jun Zhao
Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models. CoRR (2024)
Chenhui Hu, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing. ACL (Findings) (2024)
Chenhui Hu, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing. CoRR (2024)
Tianyi Men, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao
Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models. CoRR (2024)
Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao
Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning. AAAI (2023)
Tong Zhou, Yubo Chen, Pengfei Cao, Kang Liu, Jun Zhao, Shengping Liu
Oasis: Data Curation and Assessment System for Pretraining of Large Language Models. CoRR (2023)
Ziyang Huang, Pengfei Cao, Jun Zhao, Kang Liu
DiffusionSL: Sequence Labeling via Tag Diffusion Process. EMNLP (Findings) (2023)
Baoli Zhang, Haining Xie, Pengfan Du, Junhao Chen, Pengfei Cao, Yubo Chen, Shengping Liu, Kang Liu, Jun Zhao
ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models. EMNLP (Demos) (2023)
Pengfei Cao, Yupu Hao, Yubo Chen, Kang Liu, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Jun Zhao
Event Ontology Completion with Hierarchical Structure Evolution Networks. EMNLP (2023)
Baoli Zhang, Haining Xie, Pengfan Du, Junhao Chen, Pengfei Cao, Yubo Chen, Shengping Liu, Kang Liu, Jun Zhao
ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models. CoRR (2023)
Yupu Hao, Pengfei Cao, Yubo Chen, Kang Liu, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Jun Zhao
Complex Event Schema Induction with Knowledge-Enriched Diffusion Model. EMNLP (Findings) (2023)
Yang Zhou, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
Prompting Vision Language Model with Knowledge from Large Language Model for Knowledge-Based VQA. CoRR (2023)
Zhitao He, Pengfei Cao, Yubo Chen, Kang Liu, Ruopeng Li, Mengshu Sun, Jun Zhao
LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation. EMNLP (Findings) (2023)
Weiqing Sun, Shengxin Wang, Shen Wei, Pengfei Cao, Yan Zhao, Lechao Xi, Xinlu Liu, Lihua Wang
An improved PBFT consensus mechanism with trust value evaluation application in the agricultural product trusted traceability system. J. High Speed Networks 29 (4) (2023)
Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons. CoRR (2023)
Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models. EMNLP (Findings) (2023)
Zhuoran Jin, Pengfei Cao, Zhitao He, Yubo Chen, Kang Liu, Jun Zhao
Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching. EMNLP (Findings) (2023)
Xinnan Fan, Pengfei Cao, Pengfei Shi, Xinyang Chen, Xuan Zhou, Qian Gong
An underwater dam crack image segmentation method based on multi-level adversarial transfer learning. Neurocomputing 505 (2022)
Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing. EMNLP (2022)
Zhuoran Jin, Tianyi Men, Hongbang Yuan, Yuyang Zhou, Pengfei Cao, Yubo Chen, Zhipeng Xue, Kang Liu, Jun Zhao
CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding. EMNLP (Demos) (2022)
Linyan Han, Jianliang Mao, Pengfei Cao, Yahui Gan, Shihua Li
Toward Sensorless Interaction Force Estimation for Industrial Robots Using High-Order Finite-Time Observers. IEEE Trans. Ind. Electron. 69 (7) (2022)
Pengfei Cao, Yubo Chen, Yuqing Yang, Kang Liu, Jun Zhao
Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification. EMNLP (1) (2021)
Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen
Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement. ACL/IJCNLP (Findings) (2021)
Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen
LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification. ACL/IJCNLP (1) (2021)
Huihui Xue, Fei Dai, Guozhi Liu, Pengfei Cao, Bi Huang
Edge Computing: A Systematic Mapping Study. DASC/PiCom/CBDCom/CyberSciTech (2021)
Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen
LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification. CoRR (2021)
Qing Tian, Pengfei Cao, Haoyi Fan, Rong Hu, Zuoyong Li
High-Altitude Pedestrian Detection Based on Improved YOLOv3. DMBD (1) (2021)
Pengfei Cao, Fei Dai, Guozhi Liu, Jinmei Yang, Bi Huang
A Survey of Traffic Prediction Based on Deep Neural Network: Data, Methods and Challenges. CloudComp (2021)
Qingbin Liu, Pengfei Cao, Cao Liu, Jiansong Chen, Xunliang Cai, Fan Yang, Shizhu He, Kang Liu, Jun Zhao
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks. EMNLP (1) (2021)
Pengfei Cao, Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao, Yuguang Chen, Weihua Peng
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks. ACL/IJCNLP (1) (2021)
Pengfei Cao, Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao, Wei Bi
Uncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction. CIKM (2021)
Tong Zhou, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Kun Niu, Weifeng Chong, Shengping Liu
Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism. ACL/IJCNLP (1) (2021)
Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen
Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement. CoRR (2021)
Pengfei Cao, Yubo Chen, Jun Zhao, Taifeng Wang
Incremental Event Detection via Knowledge Consolidation Networks. EMNLP (1) (2020)
Pengfei Cao, Yuyao Wu, Zelong Wang, Yuan Li, Jing Zhang, Qiang Liu, Lin Cheng, Tiaoming Niu
Tunable Dual-Band Ultrasensitive Stereo Metamaterial Terahertz Sensor. IEEE Access 8 (2020)
Pengfei Cao, Chenwei Yan, Xiangling Fu, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu, Weifeng Chong
Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes. ACL (demo) (2020)
Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism. CNCL (2020)
Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu, Weifeng Chong
HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding. ACL (2020)
Pengfei Cao, Zhongyi Yang, Liang Sun, Yanchun Liang, Mary Qu Yang, Renchu Guan
Image Captioning with Bidirectional Semantic Attention-Based Guiding of Long Short-Term Memory. Neural Process. Lett. 50 (1) (2019)
Pengfei Cao
Interactive Image Contents Search Based on High Dimensional Information Theory. IEEE Access 7 (2019)
Pengfei Cao, Yahui Gan, Jinjun Duan, Xianzhong Dai
Passivity-Based Stable Human-Robot Cooperation with Variable Admittance Control. ICARM (2019)
Jinjun Duan, Yahui Gan, Pengfei Cao, Xianzhong Dai
The Optimal Solution for Base Frame Installation of Dual-arm Robot. ICARM (2019)
Pengfei Cao, Yahui Gan, Xianzhong Dai
Finite-Time Disturbance Observer for Robotic Manipulators. Sensors 19 (8) (2019)
Pengfei Cao, Jiandong Wang, Chao Zhang
Steady-State Interval Detection and Nonlinear Modeling for Automatic Generation Control Systems. IEEE Access 7 (2019)
Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
Adversarial Training for Relation Classification with Attention Based Gate Mechanism. CCKS (2018)
Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu
Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism. EMNLP (2018)
Jing Tao, Qiqi Zhao, Pengfei Cao, Zheng Wang, Yan Zhang
APK-DFS: An Automatic Interaction System Based on Depth-First-Search for APK. ICA3PP (2017)
Jianyuan Feng, Qixun Zhang, Guangzhe Dong, Pengfei Cao, Zhiyong Feng
An Approach to 5G Wireless Network Virtualization: Architecture and Trial Environment. WCNC (2017)
Jing Tao, Yan Zhang, Pengfei Cao, Zheng Wang, Qiqi Zhao
An Android Malware Detection System Based on Behavior Comparison Analysis. ICA3PP (2017)
Pengfei Cao, Xionglin Luo
Performance analysis of multi-innovation stochastic Newton recursive algorithms. Digit. Signal Process. 56 (2016)
Pengfei Cao, Lin Cheng, Xiao-Ping Zhang
Computer Simulation of 3D Mask Image Based on Self-Adaptive Model in VLSI Lithography. CSIE (3) (2009)