Atomic Self-Consistency for Better Long Form Generations

21 May 2024

Papers citing "Atomic Self-Consistency for Better Long Form Generations"

13 / 13 papers shown

Title
Enhancing Mathematical Reasoning in Large Language Models with Self-Consistency-Based Hallucination Detection MingShan Liu Shi Bo Jialing Fang LRM 48 3 0 13 Apr 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 94 2 0 02 Oct 2024
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation Xinglin Wang Yiwei Li Shaoxiong Feng Peiwen Yuan Boyuan Pan Heda Wang Yao Hu Kan Li 49 11 0 02 Jul 2024
Fine-Grained Self-Endorsement Improves Factuality and Reasoning Ante Wang Linfeng Song Baolin Peng Ye Tian Lifeng Jin Haitao Mi Jinsong Su Dong Yu HILM LRM 49 7 0 23 Feb 2024
EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty Yuhui Li Fangyun Wei Chao Zhang Hongyang R. Zhang 100 154 0 26 Jan 2024
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting Zhen Qin R. Jagerman Kai Hui Honglei Zhuang Junru Wu ... Tianqi Liu Jialu Liu Donald Metzler Xuanhui Wang Michael Bendersky ALM RALM 93 244 0 30 Jun 2023
Enabling Large Language Models to Generate Text with Citations Tianyu Gao Howard Yen Jiatong Yu Danqi Chen LM&MA HILM 80 348 0 24 May 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation Sewon Min Kalpesh Krishna Xinxi Lyu M. Lewis Wen-tau Yih Pang Wei Koh Mohit Iyyer Luke Zettlemoyer Hannaneh Hajishirzi HILM ALM 121 683 0 23 May 2023
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations Chaitanya Malaviya Peter Shaw Ming-Wei Chang Kenton Lee Kristina Toutanova 95 15 0 19 May 2023
Large Dual Encoders Are Generalizable Retrievers Jianmo Ni Chen Qu Jing Lu Zhuyun Dai Gustavo Hernández Ábrego ... Vincent Zhao Yi Luan Keith B. Hall Ming-Wei Chang Yinfei Yang DML 158 452 0 15 Dec 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 261 3,392 0 18 Apr 2021
A Benchmark Dataset of Check-worthy Factual Claims Fatma Arslan Naeemul Hassan Chengkai Li Mark Tremayne HILM 62 66 0 29 Apr 2020
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 82 617 0 22 Jul 2019