Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling

18 June 2024

Papers citing "Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling"

6 / 6 papers shown

Title
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling Yuxuan Yao Han Wu Mingyang Liu Sichun Luo Xiongwei Han Jie Liu Zhijiang Guo Linqi Song 47 4 0 03 Oct 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 27 17 0 08 Jul 2024
Bridging the Gap between Different Vocabularies for LLM Ensemble Yangyifan Xu Jinliang Lu Jiajun Zhang 33 19 0 15 Apr 2024
The Falcon Series of Open Language Models Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra-Aimée Cojocaru ... Quentin Malartic Daniele Mazzotta Badreddine Noune B. Pannier Guilherme Penedo AI4TS ALM 113 389 0 28 Nov 2023
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 78 246 0 22 May 2023
Learning to Cascade: Confidence Calibration for Improving the Accuracy and Computational Cost of Cascade Inference Systems Shohei Enomoto Takeharu Eda UQCV 29 16 0 15 Apr 2021