Prompting Contrastive Explanations for Commonsense Reasoning Tasks.īhargavi Paranjape, Julian Michael, Marjan Ghazvininejad, Luke Zettlemoyer, Hannaneh Hajishirzi. ![]() Methods Strategy Enhanced Reasoning Prompt Engineering Single-Stage Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Tao He, Haotian Wang, Weihua Peng, Ming Liu, Bing Qin, Ting Liu. , 2023.4Ī Survey of Chain of Thought Reasoning: Advances, Frontiers and Future. ![]() Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Yufei Huang, Chaojun Xiao, Chi Han, Yi Ren Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Zhiyuan Liu, Maosong Sun. Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, Yifan Du, Chen Yang, Yushuo Chen, Zhipeng Chen, Jinhao Jiang, Ruiyang Ren, Yifan Li, Xinyu Tang, Zikang Liu, Peiyu Liu, Jian-Yun Nie, Ji-Rong Wen. , 2023.3įei Yu, Hongbo Zhang, Benyou Wang. Zonglin Yang, Xinya Du, Rui Mao, Jinjie Ni, Erik Cambria. Logical Reasoning over Natural Language as Knowledge Representation: A Survey. A Comprehensive and Broader View of Instruction Learning. The Life Cycle of Knowledge in Big Language Models: A Survey.īoxi Cao, Hongyu Lin, Xianpei Han, Le Sun. Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ram Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom. Tanmoy Chowdhury, Chen Ling, Xuchao Zhang, Xujiang Zhao, Guangji Bai, Jian Pei, Haifeng Chen, Liang Zhao. Knowledge-enhanced Neural Machine Reasoning: A Review. Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Zhiyong Wu, Baobao Chang, Xu Sun, Jingjing Xu, Lei Li, Zhifang Sui. Pan Lu, Liang Qiu, Wenhao Yu, Sean Welleck, Kai-Wei Chang. , 2022.12Ī Survey of Deep Learning for Mathematical Reasoning. Towards Reasoning in Large Language Models: A Survey. Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen. Reasoning with Language Model Prompting: A Survey. We also discuss the potential reasons for emerging such reasoning abilities and highlight future research directions. We introduce research works with comparisons and summaries and provide systematic resources to help beginners. This paper provides a comprehensive survey of cutting-edge research on reasoning with language model prompting. Reasoning, as an essential ability for complex problem-solving, can provide back-end support for various real-world applications, such as medical diagnosis, negotiation, etc.
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |