Integrate the Essence and Eliminate the Dross: Fine-Grained
Self-Consistency for Free-Form Language Generation

Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation

2 July 2024

Xinglin Wang

Papers citing "Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation"

11 / 11 papers shown

Title
Speculative Decoding for Multi-Sample Inference Yiwei Li Jiayi Shi Shaoxiong Feng Peiwen Yuan Xinyu Wang ... Ji Zhang Chuyi Tan Boyuan Pan Yao Hu Kan Li LRM 44 0 0 07 Mar 2025
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation Yiwei Li Ji Zhang Shaoxiong Feng Peiwen Yuan Xinyu Wang ... Y. Zhang Chuyi Tan Boyuan Pan Yao Hu Kan Li HILM 47 1 0 27 Feb 2025
Integrative Decoding: Improve Factuality via Implicit Self-consistency Yi Cheng Xiao Liang Yeyun Gong Wen Xiao Song Wang ... Wenjie Li Jian Jiao Qi Chen Peng Cheng Wayne Xiong HILM 59 1 0 02 Oct 2024
A Survey on the Honesty of Large Language Models Siheng Li Cheng Yang Taiqiang Wu Chufan Shi Yuji Zhang ... Jie Zhou Yujiu Yang Ngai Wong Xixin Wu Wai Lam HILM 32 4 0 27 Sep 2024
Focused Large Language Models are Stable Many-Shot Learners Peiwen Yuan Shaoxiong Feng Yiwei Li Xinglin Wang Y. Zhang Chuyi Tan Boyuan Pan Heda Wang Yao Hu Kan Li 65 4 0 26 Aug 2024
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency Peiwen Yuan Shaoxiong Feng Yiwei Li Xinglin Wang Boyuan Pan Heda Wang Yao Hu Kan Li 33 1 0 25 Aug 2024
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning Xinglin Wang Shaoxiong Feng Yiwei Li Peiwen Yuan Y. Zhang Boyuan Pan Heda Wang Yao Hu Kan Li LRM 40 17 0 24 Aug 2024
Atomic Self-Consistency for Better Long Form Generations Raghuveer Thirukovalluru Yukun Huang Bhuwan Dhingra 32 5 0 21 May 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 80 0 05 Mar 2024
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 189 799 0 02 May 2023
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 314 3,248 0 21 Mar 2022