Hanjie Chen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 42

Top Topics

Top Venues

Biomed. Signal Process. Control.

BlackboxNLP@EMNLP

Publications

Liangyi Lyu, Lei Lu, Hanjie Chen, David A. Clifton, Yuanting Zhang, Tapabrata Chakraborti
An improved deep regression model with state space reconstruction for continuous blood pressure estimation. Comput. Electr. Eng. 118 (2024)
Haiyan Zhao, Hanjie Chen, Fan Yang, Ninghao Liu, Huiqi Deng, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Mengnan Du
Explainability for Large Language Models: A Survey. ACM Trans. Intell. Syst. Technol. 15 (2) (2024)
Zhengping Jiang, Yining Lu, Hanjie Chen, Daniel Khashabi, Benjamin Van Durme, Anqi Liu
RORA: Robust Free-Text Rationale Evaluation. ACL (1) (2024)
Riling Wei, Xiaogang Xu, Yue Li, Yiyi Zhang, Jun Wang, Hanjie Chen
PulseID: Multi-scale photoplethysmographic identification using a deep convolutional neural network. Biomed. Signal Process. Control. 88 (Part A) (2024)
Haotian Xia, Zhengbang Yang, Yun Zhao, Yuqing Wang, Jingxi Li, Rhys Tracy, Zhuangdi Zhu, Yuan-Fang Wang, Hanjie Chen, Weining Shen
Language and Multimodal Models in Sports: A Survey of Datasets and Applications. CoRR (2024)
Guiyun Liu, Zhihao Tan, Zhongwei Liang, Hanjie Chen, Xiaojing Zhong
Fractional Optimal Control for Malware Propagation in Internet of Underwater Things. IEEE Internet Things J. 11 (7) (2024)
Zhengping Jiang, Yining Lu, Hanjie Chen, Daniel Khashabi, Benjamin Van Durme, Anqi Liu
RORA: Robust Free-Text Rationale Evaluation. CoRR (2024)
Hanjie Chen, Zhouxiang Fang, Yash Singla, Mark Dredze
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions. CoRR (2024)
Pengda Wang, Zilin Xiao, Hanjie Chen, Frederick L. Oswald
Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs. CoRR (2024)
Hanjie Chen, Faeze Brahman, Xiang Ren, Yangfeng Ji, Yejin Choi, Swabha Swayamdipta
REV: Information-Theoretic Evaluation of Free-Text Rationales. ACL (1) (2023)
Arshdeep Sekhon, Hanjie Chen, Aman Shrivastava, Zhe Wang, Yangfeng Ji, Yanjun Qi
Improving Interpretability via Explicit Word Interaction Graph Layer. CoRR (2023)
Arshdeep Sekhon, Hanjie Chen, Aman Shrivastava, Zhe Wang, Yangfeng Ji, Yanjun Qi
Improving Interpretability via Explicit Word Interaction Graph Layer. AAAI (2023)
Haiyan Zhao, Hanjie Chen, Fan Yang, Ninghao Liu, Huiqi Deng, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Mengnan Du
Explainability for Large Language Models: A Survey. CoRR (2023)
Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. Insights@ACL (2022)
Wanyu Du, Hanjie Chen, Yangfeng Ji
Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation. EMNLP (Findings) (2022)
Hanjie Chen, Yangfeng Ji
Explaining Prediction Uncertainty of Pre-trained Language Models by Detecting Uncertain Words in Inputs. CoRR (2022)
Wanyu Du, Hanjie Chen, Yangfeng Ji
Self-augmented Data Selection for Few-shot Dialogue Generation. CoRR (2022)
Ruixuan Tang, Hanjie Chen, Yangfeng Ji
Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification. CoRR (2022)
Hanjie Chen, Saptarshi Das, John M. Morgan, Koushik Maharatna
Prediction and classification of ventricular arrhythmia based on phase-space reconstruction and fuzzy c-means clustering. Comput. Biol. Medicine 142 (2022)
Hanjie Chen, Yangfeng Ji
Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation. CoRR (2022)
Ruixuan Tang, Hanjie Chen, Yangfeng Ji
Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification. BlackboxNLP@EMNLP (2022)
Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. CoRR (2022)
Hanjie Chen, Faeze Brahman, Xiang Ren, Yangfeng Ji, Yejin Choi, Swabha Swayamdipta
REV: Information-Theoretic Evaluation of Free-Text Rationales. CoRR (2022)
Aaron Chan, Zhiyuan Zeng, Wyatt Lake, Brihi Joshi, Hanjie Chen, Xiang Ren
KNIFE: Knowledge Distillation with Free-Text Rationales. CoRR (2022)
Hanjie Chen, Yangfeng Ji
Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation. AAAI (2022)
Sanchit Sinha, Hanjie Chen, Arshdeep Sekhon, Yangfeng Ji, Yanjun Qi
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing. CoRR (2021)
Hanjie Chen, Song Feng, Jatin Ganhotra, Hui Wan, R. Chulaka Gunasekara, Sachindra Joshi, Yangfeng Ji
Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks. CoRR (2021)
Hanjie Chen, Benedict M. Wiles, Paul R. Roberts, John M. Morgan, Koushik Maharatna
A new algorithm to reduce T-wave over-sensing based on phase space reconstruction in S-ICD system. Comput. Biol. Medicine 137 (2021)
Hanjie Chen, Saptarshi Das, John M. Morgan, Koushik Maharatna
An effective PSR-based arrhythmia classifier using self-similarity analysis. Biomed. Signal Process. Control. 69 (2021)
Sanchit Sinha, Hanjie Chen, Arshdeep Sekhon, Yangfeng Ji, Yanjun Qi
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing. BlackboxNLP@EMNLP (2021)
Hanjie Chen, Song Feng, Jatin Ganhotra, Hui Wan, R. Chulaka Gunasekara, Sachindra Joshi, Yangfeng Ji
Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks. NAACL-HLT (2021)
Hanjie Chen, Yangfeng Ji
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers. EMNLP (1) (2020)
Hanjie Chen, Koushik Maharatna
An Automatic R and T Peak Detection Method Based on the Combination of Hierarchical Clustering and Discrete Wavelet Transform. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Hanjie Chen, Yangfeng Ji
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers. CoRR (2020)
Hanjie Chen, Guangtao Zheng, Yangfeng Ji
Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection. CoRR (2020)
Hanjie Chen, Guangtao Zheng, Yangfeng Ji
Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection. ACL (2020)
Hanjie Chen, Yangfeng Ji
Improving the Interpretability of Neural Sentiment Classifiers via Data Augmentation. CoRR (2019)
Hanjie Chen, Koushik Maharatna
An Automatic R-peak Detection Method Based on Hierarchical Clustering. BioCAS (2019)
Rui Xu, Hanjie Chen, Zhengyuan Xu
The Near-field Radiation Pattern of an OLED Panel and Its Application in Detection. CSNDSP (2018)
Hanjie Chen, Zhengyuan Xu
A Two-Dimensional Constellation Design Method for Visible Light Communications With Signal-Dependent Shot Noise. IEEE Commun. Lett. 22 (9) (2018)
Xiangyu Li, Hanjie Chen, Shang-Bin Li, Qian Gao, Chen Gong, Zhengyuan Xu
Volterra-based nonlinear equalization for nonlinearity mitigation in organic VLC. IWCMC (2017)
Hanjie Chen, Shang-Bin Li, Boyang Huang, Zhengyuan Xu, Wenhai Li, Guifang Dong, Jing Xie
A 1.9Mbps OFDM-based all-organic visible light communication system. ICCS (2016)