Just Ask One More Time! Self-Agreement Improves Reasoning of Language
Models in (Almost) All Scenarios

Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios

14 November 2023

Qingyang Li

Fuzheng Zhang

Papers citing "Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios"

13 / 13 papers shown

Title
Accelerating Particle-based Energetic Variational Inference Xuelian Bao Lulu Kang Chun Liu Yiwei Wang BDL 59 0 0 04 Apr 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 59 3 0 23 Mar 2025
ConMeC: A Dataset for Metonymy Resolution with Common Nouns Saptarshi Ghosh Tianyu Jiang 80 0 0 10 Feb 2025
Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning Vernon Y.H. Toh Deepanway Ghosal Soujanya Poria LRM 43 2 0 16 Oct 2024
Understanding and Patching Compositional Reasoning in LLMs Zhaoyi Li Gangwei Jiang Hong Xie Linqi Song Defu Lian Ying Wei LRM 46 20 0 22 Feb 2024
More Agents Is All You Need Junyou Li Qin Zhang Yangbin Yu Qiang Fu Deheng Ye LLMAG 136 57 0 03 Feb 2024
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 123 593 0 26 Apr 2023
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 162 411 0 03 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 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
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu Chenguang Zhu Shuohang Wang Siqi Sun Hao Cheng Xiaodong Liu Jianfeng Gao Pengcheng He Michael Zeng Xuedong Huang LRM 246 54 0 06 Dec 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 1,114 0 18 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021