- Yexin Wu, Zhuosheng Zhang, Hai Zhao:
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering. CoRR abs/2403.19167 (2024) - Pengzhou Cheng, Yidong Ding, Tianjie Ju, Zongru Wu, Wei Du, Ping Yi, Zhuosheng Zhang, Gongshen Liu:
TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models. CoRR abs/2405.13401 (2024) - Yiming Wang, Pei Zhang, Baosong Yang, Derek F. Wong, Zhuosheng Zhang, Rui Wang:
Trajectory Volatility for Out-of-Distribution Detection in Mathematical Reasoning. CoRR abs/2405.14039 (2024) - Tianjie Ju, Yiting Wang, Xinbei Ma, Pengzhou Cheng, Haodong Zhao, Yulong Wang, Lifeng Liu, Jian Xie, Zhuosheng Zhang, Gongshen Liu:
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities. CoRR abs/2407.07791 (2024) - Anni Zou, Wenhao Yu, Hongming Zhang, Kaixin Ma, Deng Cai, Zhuosheng Zhang, Hai Zhao, Dong Yu:
DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems. CoRR abs/2407.10701 (2024) - Xinbei Ma, Yiting Wang, Yao Yao, Tongxin Yuan, Aston Zhang, Zhuosheng Zhang, Hai Zhao:
Caution for the Environment: Multimodal Agents are Susceptible to Environmental Distractions. CoRR abs/2408.02544 (2024) - 2023
- Wenting Li, Zhuosheng Zhang, François Auger, Xiangxiang Zhu:
Time-Extracting Wavelet Transform for Characterizing Impulsive-Like Signals and Theoretical Analysis. Circuits Syst. Signal Process. 42(7): 3873-3901 (2023) - Junlong Li, Zhuosheng Zhang, Hai Zhao:
Dialogue-adaptive language model pre-training from quality estimation☆. Neurocomputing 516: 27-35 (2023) - Xin Wu, Yue Feng, Hong Xu, Zhuosheng Lin, Tao Chen, Shengke Li, Shihan Qiu, Qichao Liu, Yuangang Ma, Shuangsheng Zhang:
CTransCNN: Combining transformer and CNN in multilabel medical image classification. Knowl. Based Syst. 281: 111030 (2023) - Zhuosheng Zhang, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Zuchao Li, Hai Zhao:
Universal Multimodal Representation for Language Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 9169-9185 (2023) - Wenting Li, François Auger, Zhuosheng Zhang, Xiangxiang Zhu:
Newton time-extracting wavelet transform: An effective tool for characterizing frequency-varying signals with weakly-separated components and theoretical analysis. Signal Process. 209: 109017 (2023) - Xiangxiang Zhu, Bei Li, Kunde Yang, Zhuosheng Zhang, Wenting Li:
Parameter analysis of chirplet transform and high-resolution time-frequency representation via chirplets combination. Signal Process. 205: 108824 (2023) - Xinbei Ma, Zhuosheng Zhang, Hai Zhao:
Enhanced Speaker-Aware Multi-Party Multi-Turn Dialogue Comprehension. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2410-2423 (2023) - Zhuosheng Zhang, Jiarui Li, Shucheng Yu, Christian Makaya:
SAFELearning: Secure Aggregation in Federated Learning With Backdoor Detectability. IEEE Trans. Inf. Forensics Secur. 18: 3289-3304 (2023) - Zhuosheng Zhang, Hai Zhao, Masao Utiyama, Eiichiro Sumita:
Language Model Pre-training on True Negatives. AAAI 2023: 14002-14010 - Yiming Wang, Zhuosheng Zhang, Rui Wang:
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method. ACL (1) 2023: 8640-8665 - Dongjie Yang, Zhuosheng Zhang, Hai Zhao:
Learning Better Masking for Better Language Model Pre-training. ACL (1) 2023: 7255-7267 - Anni Zou, Zhuosheng Zhang, Hai Zhao:
Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification. ACL (Findings) 2023: 11891-11904 - Sizhe Zhou, Siru Ouyang, Zhuosheng Zhang, Hai Zhao:
Towards End-to-End Open Conversational Machine Reading. EACL (Findings) 2023: 2019-2031 - Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang:
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023: 1339-1384 - Zhuosheng Zhang, Aston Zhang, Mu Li, Alex Smola:
Automatic Chain of Thought Prompting in Large Language Models. ICLR 2023 - Zhuosheng Zhang, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Zuchao Li, Hai Zhao:
Universal Multimodal Representation for Language Understanding. CoRR abs/2301.03344 (2023) - Zhuosheng Zhang, Hai Zhao, Longxiang Liu:
Channel-aware Decoupling Network for Multi-turn Dialogue Comprehension. CoRR abs/2301.03953 (2023) - Zhuosheng Zhang, Aston Zhang, Mu Li, Hai Zhao, George Karypis, Alex Smola:
Multimodal Chain-of-Thought Reasoning in Language Models. CoRR abs/2302.00923 (2023) - Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang:
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? CoRR abs/2302.06476 (2023) - Zhiwei He, Tian Liang, Wenxiang Jiao, Zhuosheng Zhang, Yujiu Yang, Rui Wang, Zhaopeng Tu, Shuming Shi, Xing Wang:
Exploring Human-Like Translation Strategy with Large Language Models. CoRR abs/2305.04118 (2023) - Anni Zou, Zhuosheng Zhang, Hai Zhao:
Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification. CoRR abs/2305.05921 (2023) - Yiming Wang, Zhuosheng Zhang, Rui Wang:
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method. CoRR abs/2305.13412 (2023) - Jialin Chen, Zhuosheng Zhang, Hai Zhao:
Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension. CoRR abs/2306.12069 (2023) - Yiming Wang, Zhuosheng Zhang, Rui Wang:
Meta-Reasoning: Semantics-Symbol Deconstruction For Large Language Models. CoRR abs/2306.17820 (2023)