MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures

MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures

3 June 2024

Graham Neubig

Yang You

Papers citing "MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures"

13 / 13 papers shown

Title
Bielik 11B v2 Technical Report Krzysztof Ociepa Łukasz Flis Krzysztof Wróbel Adrian Gwoździej Remigiusz Kinas 22 0 0 05 May 2025
Bielik v3 Small: Technical Report Krzysztof Ociepa Łukasz Flis Remigiusz Kinas Krzysztof Wróbel Adrian Gwoździej 25 0 0 05 May 2025
A Unified Approach to Routing and Cascading for LLMs Jasper Dekoninck Maximilian Baader Martin Vechev 60 2 0 17 Feb 2025
Improving Model Evaluation using SMART Filtering of Benchmark Datasets Vipul Gupta Candace Ross David Pantoja R. Passonneau Megan Ung Adina Williams 43 1 0 26 Oct 2024
Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment Mingzhi Wang Chengdong Ma Qizhi Chen Linjian Meng Yang Han Jiancong Xiao Zhaowei Zhang Jing Huo Weijie Su Yaodong Yang 30 4 0 22 Oct 2024
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems Nandan Thakur Suleman Kazi Ge Luo Jimmy J. Lin Amin Ahmad VLM RALM 23 6 0 17 Oct 2024
RMB: Comprehensively Benchmarking Reward Models in LLM Alignment Enyu Zhou Guodong Zheng B. Wang Zhiheng Xi Shihan Dou ... Yurong Mou Rui Zheng Tao Gui Qi Zhang Xuanjing Huang ALM 52 13 0 13 Oct 2024
Polyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation Jasper Dekoninck Maximilian Baader Martin Vechev ALM 85 0 0 01 Sep 2024
Vibe-Eval: A hard evaluation suite for measuring progress of multimodal language models Piotr Padlewski Max Bain Matthew Henderson Zhongkai Zhu Nishant Relan ... Che Zheng Cyprien de Masson dÁutume Dani Yogatama Mikel Artetxe Yi Tay VLM 82 26 0 03 May 2024
WildChat: 1M ChatGPT Interaction Logs in the Wild Wenting Zhao Xiang Ren Jack Hessel Claire Cardie Yejin Choi Yuntian Deng 40 171 0 02 May 2024
Compression Represents Intelligence Linearly Yuzhen Huang Jinghan Zhang Zifei Shan Junxian He 34 24 0 15 Apr 2024
Learn Your Reference Model for Real Good Alignment Alexey Gorbatovski Boris Shaposhnikov Alexey Malakhov Nikita Surnachev Yaroslav Aksenov Ian Maksimov Nikita Balagansky Daniil Gavrilov OffRL 45 25 0 15 Apr 2024
JudgeLM: Fine-tuned Large Language Models are Scalable Judges Lianghui Zhu Xinggang Wang Xinlong Wang ELM ALM 54 103 0 26 Oct 2023