- 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) - Xinbei Ma, Yi Xu, Hai Zhao, Zhuosheng Zhang:
Multi-turn Dialogue Comprehension from a Topic-aware Perspective. CoRR abs/2309.09666 (2023) - Zhuosheng Zhang, Aston Zhang:
You Only Look at Screens: Multimodal Chain-of-Action Agents. CoRR abs/2309.11436 (2023) - Anni Zou, Zhuosheng Zhang, Hai Zhao, Xiangru Tang:
Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models. CoRR abs/2310.06692 (2023) - Siru Ouyang, Zhuosheng Zhang, Bing Yan, Xuan Liu, Jiawei Han, Lianhui Qin:
Structured Chemistry Reasoning with Large Language Models. CoRR abs/2311.09656 (2023) - Xiangru Tang, Anni Zou, Zhuosheng Zhang, Yilun Zhao, Xingyao Zhang, Arman Cohan, Mark Gerstein:
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning. CoRR abs/2311.10537 (2023) - Zhuosheng Zhang, Yao Yao, Aston Zhang, Xiangru Tang, Xinbei Ma, Zhiwei He, Yiming Wang, Mark Gerstein, Rui Wang, Gongshen Liu, Hai Zhao:
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents. CoRR abs/2311.11797 (2023) - 2022
- Wenting Li, Zhuosheng Zhang, François Auger, Xiangxiang Zhu:
Theoretical analysis of time-reassigned synchrosqueezing wavelet transform. Appl. Math. Lett. 132: 108141 (2022) - Wenting Li, François Auger, Zhuosheng Zhang, Xiangxiang Zhu:
Self-matched extracting wavelet transform and signal reconstruction. Digit. Signal Process. 128: 103602 (2022) - Bei Li, Zhuosheng Zhang, Xiangxiang Zhu:
Multitaper adaptive short-time Fourier transform with chirp-modulated Gaussian window and multitaper extracting transform. Digit. Signal Process. 126: 103472 (2022) - Zuchao Li, Zhuosheng Zhang, Hai Zhao, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita:
Text Compression-Aided Transformer Encoding. IEEE Trans. Pattern Anal. Mach. Intell. 44(7): 3840-3857 (2022) - Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao, Rui Wang:
SG-Net: Syntax Guided Transformer for Language Representation. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 3285-3299 (2022) - Jiayi Wang, Rongzhou Bao, Zhuosheng Zhang, Hai Zhao:
Rethinking Textual Adversarial Defense for Pre-Trained Language Models. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2526-2540 (2022) - Zhuosheng Zhang, Haojie Yu, Hai Zhao, Masao Utiyama:
Which Apple Keeps Which Doctor Away? Colorful Word Representations With Visual Oracles. IEEE ACM Trans. Audio Speech Lang. Process. 30: 49-59 (2022) - Zhuosheng Zhang, Yiqing Zhang, Hai Zhao:
Syntax-Aware Multi-Spans Generation for Reading Comprehension. IEEE ACM Trans. Audio Speech Lang. Process. 30: 260-268 (2022) - Yilin Zhao, Zhuosheng Zhang, Hai Zhao:
Reference Knowledgeable Network for Machine Reading Comprehension. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1461-1473 (2022) - Pengfei Zhu, Zhuosheng Zhang, Hai Zhao, Xiaoguang Li:
DUMA: Reading Comprehension With Transposition Thinking. IEEE ACM Trans. Audio Speech Lang. Process. 30: 269-279 (2022) - Ying Luo, Hai Zhao, Zhuosheng Zhang, Bingjie Tang:
Open Named Entity Modeling From Embedding Distribution. IEEE Trans. Knowl. Data Eng. 34(11): 5472-5483 (2022) - Zhuosheng Zhang, Hai Zhao:
Tracing Origins: Coreference-aware Machine Reading Comprehension. ACL (1) 2022: 1281-1292 - Wu Hong, Zhuosheng Zhang, Jinyuan Wang, Hai Zhao:
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval. ACL (1) 2022: 1062-1074 - Xinbei Ma, Zhuosheng Zhang, Hai Zhao:
Structural Characterization for Dialogue Disentanglement. ACL (1) 2022: 285-297 - Jiayi Wang, Rongzhou Bao, Zhuosheng Zhang, Hai Zhao:
Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model. ACL (Findings) 2022: 905-915 - Anni Zou, Zhuosheng Zhang, Hai Zhao:
EventBERT: Incorporating Event-Based Semantics for Natural Language Understanding. CCL 2022: 66-80 - Jialin Chen, Zhuosheng Zhang, Hai Zhao:
Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension. COLING 2022: 1467-1479