Measuring Massive Multitask Language Understanding

7 September 2020

Papers citing "Measuring Massive Multitask Language Understanding"

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Title
am-ELO: A Stable Framework for Arena-based LLM Evaluation Zirui Liu Jiatong Li Yan Zhuang Qiang Liu Shuanghong Shen Jie Ouyang Mingyue Cheng Shijin Wang 44 1 0 06 May 2025
The Steganographic Potentials of Language Models Artem Karpov Tinuade Adeleke Seong Hah Cho Natalia Perez-Campanero 37 0 0 06 May 2025
Rewriting Pre-Training Data Boosts LLM Performance in Math and Code Kazuki Fujii Yukito Tajima Sakae Mizuki Hinari Shimada Taihei Shiotani ... Kakeru Hattori Youmi Ma Hiroya Takamura Rio Yokota Naoaki Okazaki SyDa 54 0 0 05 May 2025
Voila: Voice-Language Foundation Models for Real-Time Autonomous Interaction and Voice Role-Play Yemin Shi Yu Shu Siwei Dong Guangyi Liu Jaward Sesay Jingwen Li Zhiting Hu AuLLM VLM 50 0 0 05 May 2025
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS Junlin Wang Roy Xie Shang Zhu Jue Wang Ben Athiwaratkun Bhuwan Dhingra Shuaiwen Leon Song Ce Zhang James Zou ALM 38 0 0 05 May 2025
SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning Tianjian Li Daniel Khashabi 60 0 0 05 May 2025
ReplaceMe: Network Simplification via Layer Pruning and Linear Transformations Dmitriy Shopkhoev Ammar Ali Magauiya Zhussip Valentin Malykh Stamatios Lefkimmiatis N. Komodakis Sergey Zagoruyko VLM 184 0 0 05 May 2025
R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation Meng-Hao Guo Jiajun Xu Yi Zhang Jiaxi Song Haoyang Peng ... Yongming Rao Houwen Peng Han Hu Gordon Wetzstein Shi-Min Hu ELM LRM 60 2 0 04 May 2025
An Empirical Study of Qwen3 Quantization Xingyu Zheng Yuye Li Haoran Chu Yue Feng Xudong Ma Jie Luo Jinyang Guo Haotong Qin Michele Magno Xianglong Liu MQ 29 0 0 04 May 2025
Measuring Hong Kong Massive Multi-Task Language Understanding Chuxue Cao Zhenghao Zhu Junqi Zhu Guoying Lu Siyu Peng Juntao Dai Weijie Shi Sirui Han Yike Guo ELM 184 0 0 04 May 2025
Memory-Efficient LLM Training by Various-Grained Low-Rank Projection of Gradients Yezhen Wang Zhouhao Yang Brian K Chen Fanyi Pu Bo-wen Li Tianyu Gao Kenji Kawaguchi 46 0 0 03 May 2025
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance Xing Hu Zhixuan Chen Dawei Yang Zukang Xu Chen Xu Zhihang Yuan Sifan Zhou Jiangyong Yu MoE MQ 44 0 0 02 May 2025
Subset Selection for Fine-Tuning: A Utility-Diversity Balanced Approach for Mathematical Domain Adaptation Madhav Kotecha Vijendra Kumar Vaishya Smita Gautam Suraj Racha 37 0 0 02 May 2025
Efficient Fine-Tuning of Quantized Models via Adaptive Rank and Bitwidth Changhai Zhou Yuhua Zhou Qian Qiao Weizhong Zhang Cheng Jin MQ 27 0 0 02 May 2025
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 61 0 0 02 May 2025
Cer-Eval: Certifiable and Cost-Efficient Evaluation Framework for LLMs G. Wang Z. Chen Bo Li Haifeng Xu 167 0 0 02 May 2025
Position: AI Competitions Provide the Gold Standard for Empirical Rigor in GenAI Evaluation D. Sculley Will Cukierski Phil Culliton Sohier Dane Maggie Demkin ... Addison Howard Paul Mooney Walter Reade Megan Risdal Nate Keating 31 0 0 01 May 2025
Pushing the Limits of Low-Bit Optimizers: A Focus on EMA Dynamics Cong Xu Wenbin Liang Mo Yu Anan Liu Kaipeng Zhang Lizhuang Ma Yufei Guo Jun Wang Weixi Zhang MQ 57 0 0 01 May 2025
FineScope : Precision Pruning for Domain-Specialized Large Language Models Using SAE-Guided Self-Data Cultivation Chaitali Bhattacharyya Yeseong Kim 50 0 0 01 May 2025
Phi-4-reasoning Technical Report Marah Abdin Sahaj Agarwal Ahmed Hassan Awadallah Vidhisha Balachandran Harkirat Singh Behl ... Vaishnavi Shrivastava Vibhav Vineet Yue Wu Safoora Yousefi Guoqing Zheng ReLM LRM 90 1 0 30 Apr 2025
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness Junsheng Huang Zhitao He Sandeep Polisetty Q. Wang May Fung KELM 47 0 0 30 Apr 2025
ShorterBetter: Guiding Reasoning Models to Find Optimal Inference Length for Efficient Reasoning Jingyang Yi Jiazheng Wang Sida Li ReLM OODD LRM 180 2 0 30 Apr 2025
COSMOS: Predictable and Cost-Effective Adaptation of LLMs Jiayu Wang Aws Albarghouthi Frederic Sala 57 0 0 30 Apr 2025
Automatic Legal Writing Evaluation of LLMs Ramon Pires Roseval Malaquias Junior Rodrigo Nogueira AILaw ELM 83 0 0 29 Apr 2025
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities Woongyeong Yeo Kangsan Kim Soyeong Jeong Jinheon Baek Sung Ju Hwang 54 1 0 29 Apr 2025
Model Connectomes: A Generational Approach to Data-Efficient Language Models Klemen Kotar Greta Tuckute 54 0 0 29 Apr 2025
Computational Reasoning of Large Language Models Haitao Wu Zongbo Han Joey Tianyi Zhou Huaxi Huang Changqing Zhang ELM LRM 62 0 0 29 Apr 2025
YoChameleon: Personalized Vision and Language Generation Thao Nguyen Krishna Kumar Singh Jing Shi Trung H. Bui Yong Jae Lee Yuheng Li MLLM 82 0 0 29 Apr 2025
Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report Paul Kassianik Baturay Saglam Alexander Chen Blaine Nelson Anu Vellore ... Hyrum Anderson Kojin Oshiba Omar Santos Yaron Singer Amin Karbasi PILM 66 0 0 28 Apr 2025
Accelerating Mixture-of-Experts Training with Adaptive Expert Replication Athinagoras Skiadopoulos Mark Zhao Swapnil Gandhi Thomas Norrie Shrijeet Mukherjee Christos Kozyrakis MoE 91 0 0 28 Apr 2025
Can a Crow Hatch a Falcon? Lineage Matters in Predicting Large Language Model Performance Takuya Tamura Taro Yano Masafumi Enomoto Masafumi Oyamada 50 0 0 28 Apr 2025
Bi-directional Model Cascading with Proxy Confidence David Warren Mark Dras 49 0 0 27 Apr 2025
Contextual Online Uncertainty-Aware Preference Learning for Human Feedback Nan Lu Ethan X. Fang Junwei Lu 185 0 0 27 Apr 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 91 2 0 26 Apr 2025
When2Call: When (not) to Call Tools Hayley Ross Ameya Sunil Mahabaleshwarkar Yoshi Suhara 95 0 0 26 Apr 2025
Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization Wataru Kawakami Keita Suzuki Junichiro Iwasawa LRM 75 0 0 25 Apr 2025
Efficient Single-Pass Training for Multi-Turn Reasoning Ritesh Goru Shanay Mehta Prateek Jain LRM 32 0 0 25 Apr 2025
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation Yulia Otmakhova Hung Thinh Truong Rahmad Mahendra Zenan Zhai Rongxin Zhu Daniel Beck Jey Han Lau ELM 72 0 0 24 Apr 2025
QuaDMix: Quality-Diversity Balanced Data Selection for Efficient LLM Pretraining Fengze Liu Weidong Zhou Binbin Liu Zhimiao Yu Yifan Zhang ... Yifeng Yu Bingni Zhang Xiaohuan Zhou Taifeng Wang Yong Cao 66 1 0 23 Apr 2025
UrbanPlanBench: A Comprehensive Urban Planning Benchmark for Evaluating Large Language Models Yu Zheng Longyi Liu Yuming Lin Jie Feng Guozhen Zhang Depeng Jin Yong Li ELM 78 0 0 23 Apr 2025
Param $Δ$ for Direct Weight Mixing: Post-Train Large Language Model at Zero Cost Sheng Cao Mingrui Wu Karthik Prasad Yuandong Tian Zechun Liu MoMe 85 0 0 23 Apr 2025
The Rise of Small Language Models in Healthcare: A Comprehensive Survey Muskan Garg Shaina Raza Shebuti Rayana Xingyi Liu Sunghwan Sohn LM&MA AILaw 92 0 0 23 Apr 2025
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction Yuxin Jiang Yijiao Wang Chuhan Wu Xinyi Dai Yan Xu ... Yucheng Wang Xin Jiang Lifeng Shang R. Tang Luu Anh Tuan 36 0 0 22 Apr 2025
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models Shi Qiu Shaoyang Guo Zhuo-Yang Song Yizhou Sun Zeyu Cai ... Ming-xing Luo Muhan Zhang Yaodong Yang Muhan Zhang Hua Xing Zhu AIMat LRM 32 0 0 22 Apr 2025
Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism Aviv Bick Eric P. Xing Albert Gu RALM 91 0 0 22 Apr 2025
Virology Capabilities Test (VCT): A Multimodal Virology Q&A Benchmark Jasper Götting Pedro Medeiros Jon G Sanders Nathaniel Li Long Phan Karam Elabd Lennart Justen Dan Hendrycks Seth Donoughe ELM 63 2 0 21 Apr 2025
Efficient Pretraining Length Scaling Bohong Wu Shen Yan Sijun Zhang Jianqiao Lu Yutao Zeng Ya Wang Xun Zhou 171 0 0 21 Apr 2025
A Self-Improving Coding Agent Maxime Robeyns Martin Szummer Laurence Aitchison LLMAG 46 0 0 21 Apr 2025
From Large to Super-Tiny: End-to-End Optimization for Cost-Efficient LLMs Jiliang Ni Jiachen Pu Zhongyi Yang Kun Zhou Hui Wang Xiaoliang Xiao Dakui Wang Xin Li Jingfeng Luo Conggang Hu 39 0 0 18 Apr 2025
GeoSense: Evaluating Identification and Application of Geometric Principles in Multimodal Reasoning Liangyu Xu Yingxiu Zhao Jingbo Wang Yingyao Wang Bu Pi ... Jihao Gu Xinfeng Li Xiaoyong Zhu Jun Song Jian Xu LRM 207 1 0 17 Apr 2025