Dawei Zhu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 58

Top Topics

Weakly Supervised Learning

Text Classification

Image Manipulation

Top Venues

Publications

Vagrant Gautam, Eileen Bingert, Dawei Zhu, Anne Lauscher, Dietrich Klakow
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? CoRR (2024)
Dawei Zhu, Pinzhen Chen, Miaoran Zhang, Barry Haddow, Xiaoyu Shen, Dietrich Klakow
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? CoRR (2024)
Jiebin Zhang, Eugene J. Yu, Qinyu Chen, Chenhao Xiong, Dawei Zhu, Han Qian, Mingbo Song, Xiaoguang Li, Qun Liu, Sujian Li
Retrieval-based Full-length Wikipedia Generation for Emergent Events. CoRR (2024)
Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training. ICLR (2024)
Dawei Zhu, Wenhao Wu, Yifan Song, Fangwei Zhu, Ziqiang Cao, Sujian Li
CoUDA: Coherence Evaluation via Unified Data Augmentation. CoRR (2024)
Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler
A Preference-driven Paradigm for Enhanced Translation with Large Language Models. NAACL-HLT (2024)
Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, Dawei Zhu, Xiao Wang, Maosong Cao, Fengzhe Zhou, Yining Li, Wenwei Zhang, Dahua Lin, Kai Chen, Jidong Ge
InternLM-Law: An Open Source Chinese Legal Large Language Model. CoRR (2024)
Xiaoyu Shen, Rexhina Blloshmi, Dawei Zhu, Jiahuan Pei, Wei Zhang
Assessing "Implicit" Retrieval Robustness of Large Language Models. CoRR (2024)
Dawei Zhu, Wenhao Wu, Yifan Song, Fangwei Zhu, Ziqiang Cao, Sujian Li
CoUDA: Coherence Evaluation via Unified Data Augmentation. NAACL-HLT (2024)
Petr Motlícek, Erinç Dikici, Srikanth R. Madikeri, Pradeep Rangappa, Miroslav Jánosík, Gerhard Backfried, Dorothea Thomas-Aniola, Maximilian Schürz, Johan Rohdin, Petr Schwarz, Marek Kovác, Kvetoslav Malý, Dominik Bobos, Mathias Leibiger, Costas Kalogiros, Andreas Alexopoulos, Daniel Kudenko, Zahra Ahmadi, Hoang H. Nguyen, Aravind Krishnan, Dawei Zhu, Dietrich Klakow, Maria Jofre, Francesco Calderoni, Denis Marraud, Nikolaos Koutras, Nikos Nikolau, Christiana Aposkiti, Panagiotis Douris, Konstantinos Gkountas, Eleni-Konstantina Sergidou, Wauter Bosma, Joshua Hughes, Hellenic Police Team
ROXSD: The ROXANNE Multimodal and Simulated Dataset for Advancing Criminal Investigations. Odyssey (2024)
Wenhao Wu, Yizhong Wang, Yao Fu, Xiang Yue, Dawei Zhu, Sujian Li
Long Context Alignment with Short Instructions and Synthesized Positions. CoRR (2024)
Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
LongEmbed: Extending Embedding Models for Long Context Retrieval. CoRR (2024)
Peiyi Wang, Lei Li, Liang Chen, Zefan Cai, Dawei Zhu, Binghuai Lin, Yunbo Cao, Lingpeng Kong, Qi Liu, Tianyu Liu, Zhifang Sui
Large Language Models are not Fair Evaluators. ACL (1) (2024)
Zheng Li, Dawei Zhu, Qilong Ma, Weimin Xiong, Sujian Li
EERPD: Leveraging Emotion and Emotion Regulation for Improving Personality Detection. CoRR (2024)
Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler
A Preference-driven Paradigm for Enhanced Translation with Large Language Models. CoRR (2024)
Yifan Song, Weimin Xiong, Dawei Zhu, Cheng Li, Ke Wang, Ye Tian, Sujian Li
RestGPT: Connecting Large Language Models with Real-World Applications via RESTful APIs. CoRR (2023)
Yifan Song, Peiyi Wang, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li
RepCL: Exploring Effective Representation for Continual Text Classification. CoRR (2023)
Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
Weaker Than You Think: A Critical Look at Weakly Supervised Learning. ACL (1) (2023)
Hanwen Xu, Jiayou Zhang, Zhirui Wang, Shizhuo Zhang, Megh Bhalerao, Yucong Liu, Dawei Zhu, Sheng Wang
GraphPrompt: Graph-Based Prompt Templates for Biomedical Synonym Prediction. AAAI (2023)
Dawei Zhu, Wenhao Wu, Sujian Li
Probing Bilingual Guidance for Cross-Lingual Summarization. NLPCC (1) (2023)
Yifan Song, Peiyi Wang, Weimin Xiong, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective. EMNLP (Findings) (2023)
Zhiwei Fei, Xiaoyu Shen, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Songyang Zhang, Kai Chen, Zongwen Shen, Jidong Ge
LawBench: Benchmarking Legal Knowledge of Large Language Models. CoRR (2023)
Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
Weaker Than You Think: A Critical Look atWeakly Supervised Learning. CoRR (2023)
Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow
Meta Self-Refinement for Robust Learning with Weak Supervision. EACL (2023)
Hongbo Wang, Weimin Xiong, Yifan Song, Dawei Zhu, Yu Xia, Sujian Li
DocRED-FE: A Document-Level Fine-Grained Entity And Relation Extraction Dataset. CoRR (2023)
Hongbo Wang, Weimin Xiong, Yifan Song, Dawei Zhu, Yu Xia, Sujian Li
DocRED-FE: A Document-Level Fine-Grained Entity and Relation Extraction Dataset. ICASSP (2023)
Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training. CoRR (2023)
Yifan Song, Peiyi Wang, Weimin Xiong, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective. CoRR (2023)
Dawei Zhu, Hai-Lin Chen, Jiachen Xu, Bo-Ao Xu, Li Zhen
Improved ADI Iterative Algorithm With Gauss-Seidel Ideology for Efficient WLP-FDTD Method in 3-D Cylindrical Coordinate System. IEEE Access 11 (2023)
Peiyi Wang, Lei Li, Liang Chen, Dawei Zhu, Binghuai Lin, Yunbo Cao, Qi Liu, Tianyu Liu, Zhifang Sui
Large Language Models are not Fair Evaluators. CoRR (2023)
Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. CoRR (2022)
Dawei Zhu, Qiusi Zhan, Zhejian Zhou, Yifan Song, Jiebin Zhang, Sujian Li
ConFiguRe: Exploring Discourse-level Chinese Figures of Speech. COLING (2022)
Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. Insights@ACL (2022)
Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages. CoRR (2022)
Dawei Zhu, Qiusi Zhan, Zhejian Zhou, Yifan Song, Jiebin Zhang, Sujian Li
ConFiguRe: Exploring Discourse-level Chinese Figures of Speech. CoRR (2022)
Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow
Meta Self-Refinement for Robust Learning with Weak Supervision. CoRR (2022)
Dawei Zhu, Muhammad Bilal, Xiaolong Xu
Edge Task Migration With 6G-Enabled Network in Box for Cybertwin-Based Internet of Vehicles. IEEE Trans. Ind. Informatics 18 (7) (2022)
Zhanyang Xu, Dawei Zhu, Jinhui Chen, Baohua Yu
Splitting and placement of data-intensive applications with machine learning for power system in cloud computing. Digit. Commun. Networks 8 (4) (2022)
Michael A. Hedderich, Dawei Zhu, Dietrich Klakow
Analysing the Noise Model Error for Realistic Noisy Label Data. CoRR (2021)
Maël Fabien, Shantipriya Parida, Petr Motlícek, Dawei Zhu, Aravind Krishnan, Hoang H. Nguyen
ROXANNE Research Platform: Automate Criminal Investigations. Interspeech (2021)
Dawei Zhu, Aditya Mogadala, Dietrich Klakow
Image manipulation with natural language using Two-sided Attentive Conditional Generative Adversarial Network. Neural Networks 136 (2021)
Michael A. Hedderich, Dawei Zhu, Dietrich Klakow
Analysing the Noise Model Error for Realistic Noisy Label Data. AAAI (2021)
Dawei Zhu, Zhanyang Xu, Xiaolong Xu, Qingzhan Zhao, Lianyong Qi, Gautam Srivastava
Cognitive Analytics of Social Media Services for Edge Resource Pre-Allocation in Industrial Manufacturing. IEEE Trans. Comput. Soc. Syst. 8 (2) (2021)
Jingjuan Zhu, Ling Xu, Yunzhong Liu, Dawei Zhu, Liangliang Chen
The Defects and Improvements of the Internal Control Audit in Chinese Universities with respect to the Probabilistic Hesitant Fuzzy Environment. Complex. 2021 (2021)
Fech Scen Khoo, Dawei Zhu, Michael A. Hedderich, Dietrich Klakow
Estimating Formulas for Model Performance Under Noisy Labels Using Symbolic Regression. ESANN (2021)
Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su
Neural Data-to-Text Generation with LM-based Text Augmentation. CoRR (2021)
Xiaolong Xu, Dawei Zhu, Xiaoxian Yang, Shuo Wang, Lianyong Qi, Wanchun Dou
Concurrent Practical Byzantine Fault Tolerance for Integration of Blockchain and Supply Chain. ACM Trans. Internet Techn. 21 (1) (2021)
Jiayou Zhang, Zhirui Wang, Shizhuo Zhang, Megh Manoj Bhalerao, Yucong Liu, Dawei Zhu, Sheng Wang
GraphPrompt: Biomedical Entity Normalization Using Graph-based Prompt Templates. CoRR (2021)
Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su
Neural Data-to-Text Generation with LM-based Text Augmentation. EACL (2021)
Feng Ruan, Xing Zhang, Dawei Zhu, Zhanyang Xu, Shaohua Wan, Lianyong Qi
Deep learning for real-time image steganalysis: a survey. J. Real Time Image Process. 17 (1) (2020)
Michael A. Hedderich, David Ifeoluwa Adelani, Dawei Zhu, Jesujoba O. Alabi, Udia Markus, Dietrich Klakow
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. CoRR (2020)
David Ifeoluwa Adelani, Michael A. Hedderich, Dawei Zhu, Esther van den Berg, Dietrich Klakow
Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá. CoRR (2020)
Michael A. Hedderich, David Ifeoluwa Adelani, Dawei Zhu, Jesujoba O. Alabi, Udia Markus, Dietrich Klakow
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. EMNLP (1) (2020)
Dawei Zhu, Aditya Mogadala, Dietrich Klakow
Image Manipulation with Natural Language using Two-sidedAttentive Conditional Generative Adversarial Network. CoRR (2019)
Dawei Zhu, Hai-Lin Chen, Jie Yang, Yun Yi, Bin Chen
A Novel Efficient WLP-Based BOR FDTD Method With Explicit Treating Ideology. IEEE Access 7 (2019)
Yue Ma, Zengfeng Zeng, Dawei Zhu, Xuan Li, Yiying Yang, Xiaoyuan Yao, Kaijie Zhou, Jianping Shen
An End-to-End Dialogue State Tracking System with Machine Reading Comprehension and Wide & Deep Classification. CoRR (2019)
Li Chen, Dawei Zhu, Jing Tian, Jiaxiang Liu
Dust particle detection in traffic surveillance video using motion singularity analysis. Digit. Signal Process. 58 (2016)
Jie Yang, Xuehong Cao, Rui Chen, Dawei Zhu
Energy Efficiency Optimization and Comparison for One-Way and Two-Way Decode-and-Forward Relay Systems. J. Commun. 11 (2) (2016)
Dawei Zhu, Li Chen, Jing Tian, Xiaotong Huang
A Two-Stage Blind Image Color Correction Using Color Cast Estimation. CCPR (2) (2014)
Hongxin Cao, Chunlei Zhang, Baojun Zhang, Suolao Zhao, Daokuo Ge, Baoqing Wang, Chuanbao Zhu, David B. Hannaway, Dawei Zhu, Juanjuan Zhu, Jingying Sun, Yan Liu, Yongxia Liu, Xiufang Wei
. CCTA (2) (2010)
Hongxin Cao, Chunlei Zhang, Guangming Li, Baojun Zhang, Suolao Zhao, Baoqing Wang, Zhiqing Jin, Dawei Zhu, Juanjuan Zhu, Xiufang Wei
Researches of Optimum Leaf Area Index Dynamicmodels for Rape(Brassica napus L.). CCTA (3) (2008)