Alert button
Picture for Weihua Peng

Weihua Peng

Alert button

Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications

Nov 10, 2023
Zhangyin Feng, Weitao Ma, Weijiang Yu, Lei Huang, Haotian Wang, Qianglong Chen, Weihua Peng, Xiaocheng Feng, Bing Qin, Ting liu

Viaarxiv icon

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Nov 09, 2023
Lei Huang, Weijiang Yu, Weitao Ma, Weihong Zhong, Zhangyin Feng, Haotian Wang, Qianglong Chen, Weihua Peng, Xiaocheng Feng, Bing Qin, Ting Liu

Viaarxiv icon

A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future

Sep 27, 2023
Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Tao He, Haotian Wang, Weihua Peng, Ming Liu, Bing Qin, Ting Liu

Figure 1 for A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
Figure 2 for A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
Figure 3 for A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
Figure 4 for A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
Viaarxiv icon

HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning

Oct 18, 2022
Zixuan Li, Zhongni Hou, Saiping Guan, Xiaolong Jin, Weihua Peng, Long Bai, Yajuan Lyu, Wei Li, Jiafeng Guo, Xueqi Cheng

Figure 1 for HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning
Figure 2 for HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning
Figure 3 for HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning
Figure 4 for HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning
Viaarxiv icon

Mixture of Experts for Biomedical Question Answering

Apr 15, 2022
Damai Dai, Wenbin Jiang, Jiyuan Zhang, Weihua Peng, Yajuan Lyu, Zhifang Sui, Baobao Chang, Yong Zhu

Figure 1 for Mixture of Experts for Biomedical Question Answering
Figure 2 for Mixture of Experts for Biomedical Question Answering
Figure 3 for Mixture of Experts for Biomedical Question Answering
Figure 4 for Mixture of Experts for Biomedical Question Answering
Viaarxiv icon

Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning

Mar 20, 2022
Zixuan Li, Saiping Guan, Xiaolong Jin, Weihua Peng, Yajuan Lyu, Yong Zhu, Long Bai, Wei Li, Jiafeng Guo, Xueqi Cheng

Figure 1 for Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning
Figure 2 for Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning
Figure 3 for Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning
Figure 4 for Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning
Viaarxiv icon

Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement

Jun 03, 2021
Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen

Figure 1 for Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement
Figure 2 for Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement
Figure 3 for Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement
Figure 4 for Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement
Viaarxiv icon

LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification

Jun 03, 2021
Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen

Figure 1 for LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification
Figure 2 for LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification
Figure 3 for LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification
Figure 4 for LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification
Viaarxiv icon

Generating Pertinent and Diversified Comments with Topic-aware Pointer-Generator Networks

May 09, 2020
Junheng Huang, Lu Pan, Kang Xu, Weihua Peng, Fayuan Li

Figure 1 for Generating Pertinent and Diversified Comments with Topic-aware Pointer-Generator Networks
Figure 2 for Generating Pertinent and Diversified Comments with Topic-aware Pointer-Generator Networks
Figure 3 for Generating Pertinent and Diversified Comments with Topic-aware Pointer-Generator Networks
Viaarxiv icon

Neural Data-to-Text Generation with Dynamic Content Planning

Apr 20, 2020
Kai Chen, Fayuan Li, Baotian Hu, Weihua Peng, Qingcai Chen, Hong Yu

Figure 1 for Neural Data-to-Text Generation with Dynamic Content Planning
Figure 2 for Neural Data-to-Text Generation with Dynamic Content Planning
Figure 3 for Neural Data-to-Text Generation with Dynamic Content Planning
Figure 4 for Neural Data-to-Text Generation with Dynamic Content Planning
Viaarxiv icon