Getting MoRE out of Mixture of Language Model Reasoning Experts

Getting MoRE out of Mixture of Language Model Reasoning Experts

24 May 2023

Weijia Shi

Luke Zettlemoyer

Jordan L. Boyd-Graber

Papers citing "Getting MoRE out of Mixture of Language Model Reasoning Experts"

9 / 9 papers shown

Title
Harnessing Multiple Large Language Models: A Survey on LLM Ensemble Zhijun Chen Jingzheng Li Pengpeng Chen Zhuoran Li Kai Sun Yuankai Luo Qianren Mao Dingqi Yang Hailong Sun Philip S. Yu ELM 50 3 0 25 Feb 2025
MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs Quang H. Nguyen Duy C. Hoang Juliette Decugis Saurav Manchanda Nitesh V. Chawla Khoa D. Doan Khoa D. Doan 37 6 0 15 Jul 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 34 18 0 08 Jul 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 65 4 0 22 Jun 2024
Confidence Calibration and Rationalization for LLMs via Multi-Agent Deliberation Ruixin Yang Dheeraj Rajagopal S. Hayati Bin Hu Dongyeop Kang LLMAG 35 3 0 14 Apr 2024
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 3,236 0 21 Mar 2022
Single-dataset Experts for Multi-dataset Question Answering Dan Friedman Ben Dodge Danqi Chen MoMe 121 26 0 28 Sep 2021
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering Siddhant Garg Alessandro Moschitti 27 26 0 14 Sep 2021
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 180 55 0 23 Oct 2020