The Tyranny of Possibilities in the Design of Task-Oriented LLM Systems: A Scoping Survey

29 December 2023

Papers citing "The Tyranny of Possibilities in the Design of Task-Oriented LLM Systems: A Scoping Survey"

11 / 11 papers shown

Title
Towards Better Chain-of-Thought Prompting Strategies: A Survey Zihan Yu Liang He Zhen Wu Xinyu Dai Jiajun Chen LRM 115 40 0 08 Oct 2023
Large Language Models Understand and Can be Enhanced by Emotional Stimuli Cheng-rong Li Jindong Wang Yixuan Zhang Kaijie Zhu Wenxin Hou Jianxun Lian Fang Luo Qiang Yang Xingxu Xie LRM 67 116 0 14 Jul 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 210 297 0 26 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 209 1,701 0 07 Apr 2023
Do large language models resemble humans in language use? Zhenguang G. Cai Xufeng Duan David A. Haslett Shuqi Wang M. Pickering ALM 70 37 0 10 Mar 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 190 60 0 04 Oct 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng-Long Jiang RALM AIMat 215 318 0 21 Sep 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022