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Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models


May 06, 2023
Lei Wang, Wanyu Xu, Yihuai Lan, Zhiqiang Hu, Yunshi Lan, Roy Ka-Wei Lee, Ee-Peng Lim

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* ACL 2023 

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Zero-Shot Next-Item Recommendation using Large Pretrained Language Models


Apr 06, 2023
Lei Wang, Ee-Peng Lim

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* Technical Report 

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LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models


Apr 04, 2023
Zhiqiang Hu, Yihuai Lan, Lei Wang, Wanyu Xu, Ee-Peng Lim, Roy Ka-Wei Lee, Lidong Bing, Soujanya Poria

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* Technical Report. The code of our framework can be found at https://github.com/AGI-Edgerunners/LLM-Adapters. We will keep all of the code open-source and continue to update the framework with new adapters, LLMs, and tasks 

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Efficient Cross-Modal Video Retrieval with Meta-Optimized Frames


Oct 16, 2022
Ning Han, Xun Yang, Ee-Peng Lim, Hao Chen, Qianru Sun

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Improving Compositional Generalization in Math Word Problem Solving


Sep 03, 2022
Yunshi Lan, Lei Wang, Jing Jiang, Ee-Peng Lim

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Explanation Guided Contrastive Learning for Sequential Recommendation


Sep 03, 2022
Lei Wang, Ee-Peng Lim, Zhiwei Liu, Tianxiang Zhao

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* CIKM 2022 

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NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset


Oct 14, 2021
Qiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim

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* Findings of EMNLP 2021. Code will be released at: https://github.com/Don-Joey/NoahQA 

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MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers


Sep 18, 2021
Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang, Dongxiang Zhang, Ee-Peng Lim

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* 9 pages, 2 figures 

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