Alert button
Picture for Weinan Zhang

Weinan Zhang

Alert button

Large Sequence Models for Sequential Decision-Making: A Survey

Jun 24, 2023
Muning Wen, Runji Lin, Hanjing Wang, Yaodong Yang, Ying Wen, Luo Mai, Jun Wang, Haifeng Zhang, Weinan Zhang

Figure 1 for Large Sequence Models for Sequential Decision-Making: A Survey
Figure 2 for Large Sequence Models for Sequential Decision-Making: A Survey
Figure 3 for Large Sequence Models for Sequential Decision-Making: A Survey
Figure 4 for Large Sequence Models for Sequential Decision-Making: A Survey
Viaarxiv icon

ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop

Jun 22, 2023
Jieming Zhu, Guohao Cai, Junjie Huang, Zhenhua Dong, Ruiming Tang, Weinan Zhang

Figure 1 for ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop
Figure 2 for ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop
Figure 3 for ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop
Figure 4 for ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop
Viaarxiv icon

Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

Jun 19, 2023
Yunjia Xi, Weiwen Liu, Jianghao Lin, Jieming Zhu, Bo Chen, Ruiming Tang, Weinan Zhang, Rui Zhang, Yong Yu

Figure 1 for Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models
Figure 2 for Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models
Figure 3 for Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models
Figure 4 for Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models
Viaarxiv icon

MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification

Jun 15, 2023
Hongyuan Dong, Weinan Zhang, Wanxiang Che

Figure 1 for MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification
Figure 2 for MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification
Figure 3 for MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification
Figure 4 for MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification
Viaarxiv icon

How Can Recommender Systems Benefit from Large Language Models: A Survey

Jun 12, 2023
Jianghao Lin, Xinyi Dai, Yunjia Xi, Weiwen Liu, Bo Chen, Xiangyang Li, Chenxu Zhu, Huifeng Guo, Yong Yu, Ruiming Tang, Weinan Zhang

Figure 1 for How Can Recommender Systems Benefit from Large Language Models: A Survey
Figure 2 for How Can Recommender Systems Benefit from Large Language Models: A Survey
Figure 3 for How Can Recommender Systems Benefit from Large Language Models: A Survey
Figure 4 for How Can Recommender Systems Benefit from Large Language Models: A Survey
Viaarxiv icon

I run as fast as a rabbit, can you? A Multilingual Simile Dialogue Dataset

Jun 09, 2023
Longxuan Ma, Weinan Zhang, Shuhan Zhou, Churui Sun, Changxin Ke, Ting Liu

Figure 1 for I run as fast as a rabbit, can you? A Multilingual Simile Dialogue Dataset
Figure 2 for I run as fast as a rabbit, can you? A Multilingual Simile Dialogue Dataset
Figure 3 for I run as fast as a rabbit, can you? A Multilingual Simile Dialogue Dataset
Figure 4 for I run as fast as a rabbit, can you? A Multilingual Simile Dialogue Dataset
Viaarxiv icon

Learning A Foundation Language Model for Geoscience Knowledge Understanding and Utilization

Jun 08, 2023
Cheng Deng, Tianhang Zhang, Zhongmou He, Qiyuan Chen, Yuanyuan Shi, Le Zhou, Luoyi Fu, Weinan Zhang, Xinbing Wang, Chenghu Zhou, Zhouhan Lin, Junxian He

Figure 1 for Learning A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
Figure 2 for Learning A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
Figure 3 for Learning A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
Figure 4 for Learning A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
Viaarxiv icon

Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation

Jun 07, 2023
Xianyu Chen, Jian Shen, Wei Xia, Jiarui Jin, Yakun Song, Weinan Zhang, Weiwen Liu, Menghui Zhu, Ruiming Tang, Kai Dong, Dingyin Xia, Yong Yu

Figure 1 for Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation
Figure 2 for Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation
Figure 3 for Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation
Figure 4 for Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation
Viaarxiv icon

Privileged Knowledge Distillation for Sim-to-Real Policy Generalization

May 29, 2023
Haoran He, Chenjia Bai, Hang Lai, Lingxiao Wang, Weinan Zhang

Figure 1 for Privileged Knowledge Distillation for Sim-to-Real Policy Generalization
Figure 2 for Privileged Knowledge Distillation for Sim-to-Real Policy Generalization
Figure 3 for Privileged Knowledge Distillation for Sim-to-Real Policy Generalization
Figure 4 for Privileged Knowledge Distillation for Sim-to-Real Policy Generalization
Viaarxiv icon