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Measuring Massive Multitask Language Understanding

7 September 2020

Papers citing "Measuring Massive Multitask Language Understanding"

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Title
OntoTune: Ontology-Driven Self-training for Aligning Large Language Models Zhiqiang Liu Chengtao Gan Junjie Wang Yanzhe Zhang Zhongpu Bo Mengshu Sun Ningyu Zhang Wen Zhang 120 2 0 08 Feb 2025
BCQ: Block Clustered Quantization for 4-bit (W4A4) LLM Inference Reena Elangovan Charbel Sakr A. Raghunathan Brucek Khailany MQ 121 1 0 07 Feb 2025
M-IFEval: Multilingual Instruction-Following Evaluation Antoine Dussolle Andrea Cardeña Díaz Shota Sato Peter Devine ELM 174 0 0 07 Feb 2025
$\Éclair -- Extracting Content and Layout with Integrated Reading Order for Documents$ \Éclair -- Extracting Content and Layout with Integrated Reading Order for Documents Ilia Karmanov A. Deshmukh Lukas Voegtle Philipp Fischer Kateryna Chumachenko ... Jarno Seppänen Jupinder Parmar Pritam Gundecha Andrew Tao Karan Sapra 135 1 0 06 Feb 2025
Decoder-Only LLMs are Better Controllers for Diffusion Models Ziyi Dong Yao Xiao Pengxu Wei Liang Lin DiffM 216 0 0 06 Feb 2025
The Order Effect: Investigating Prompt Sensitivity to Input Order in LLMs Bryan Guan Tanya Roosta Peyman Passban Mehdi Rezagholizadeh 131 0 0 06 Feb 2025
Training an LLM-as-a-Judge Model: Pipeline, Insights, and Practical Lessons Renjun Hu Yi Cheng Libin Meng Jiaxin Xia Yi Zong Xing Shi Wei Lin 164 2 0 05 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 223 17 0 05 Feb 2025
Can LLMs Maintain Fundamental Abilities under KV Cache Compression? Xiang Liu Zhenheng Tang Hong Chen Peijie Dong Zeyu Li Xiuze Zhou Bo Li Xuming Hu Xiaowen Chu 475 7 0 04 Feb 2025
Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs Angelina Wang Michelle Phan Daniel E. Ho Sanmi Koyejo 144 2 0 04 Feb 2025
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search Maohao Shen Guangtao Zeng Zhenting Qi Zhang-Wei Hong Zhenfang Chen Wei Lu G. Wornell Subhro Das David D. Cox Chuang Gan LRM LLMAG 561 18 0 04 Feb 2025
Are Language Models Up to Sequential Optimization Problems? From Evaluation to a Hegelian-Inspired Enhancement Soheil Abbasloo LRM 70 0 0 04 Feb 2025
Evalita-LLM: Benchmarking Large Language Models on Italian Bernardo Magnini Roberto Zanoli Michele Resta Martin Cimmino Paolo Albano Marco Madeddu V. Patti 173 1 0 04 Feb 2025
Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA Shuangyi Chen Yuanxin Guo Yue Ju Harik Dalal Ashish Khisti 115 2 0 03 Feb 2025
Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities Zora Che Stephen Casper Robert Kirk Anirudh Satheesh Stewart Slocum ... Zikui Cai Bilal Chughtai Y. Gal Furong Huang Dylan Hadfield-Menell MU AAML ELM 181 7 0 03 Feb 2025
Evaluation of Large Language Models via Coupled Token Generation N. C. Benz Stratis Tsirtsis Eleni Straitouri Ivi Chatzi Ander Artola Velasco Suhas Thejaswi Manuel Gomez Rodriguez 112 1 0 03 Feb 2025
PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Zequan Liu Yi Zhao Ming Tan Wei Zhu Aaron Xuxiang Tian 162 0 0 03 Feb 2025
QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-Tuning Moses Ananta Muhammad Farid Adilazuarda Zayd Muhammad Kawakibi Zuhri Ayu Purwarianti Alham Fikri Aji MQ 161 0 0 03 Feb 2025
Develop AI Agents for System Engineering in Factorio Neel Kant 121 1 0 03 Feb 2025
Breaking Focus: Contextual Distraction Curse in Large Language Models Yue Huang Yanbo Wang Zixiang Xu Chujie Gao Siyuan Wu Jiayi Ye Preslav Nakov Pin-Yu Chen Wei Wei AAML 109 4 0 03 Feb 2025
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? Wenzhe Li Yong Lin Mengzhou Xia Chi Jin MoE 148 4 0 02 Feb 2025
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Peiwen Yuan Shaoxiong Feng Yiwei Li Xiaobei Wang Y. Zhang Jiayi Shi Chuyi Tan Boyuan Pan Yao Hu Kan Li 107 4 0 02 Feb 2025
Advanced Weakly-Supervised Formula Exploration for Neuro-Symbolic Mathematical Reasoning Yuxuan Wu Hideki Nakayama NAI 91 1 0 02 Feb 2025
PolarQuant: Leveraging Polar Transformation for Efficient Key Cache Quantization and Decoding Acceleration Songhao Wu Ang Lv Xiao Feng Yanzhe Zhang Xun Zhang Guojun Yin Wei Lin Rui Yan MQ 96 1 0 01 Feb 2025
UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models Xin Xu Qiyun Xu Tong Xiao Tianhao Chen Yuchen Yan Jiaxin Zhang Shizhe Diao Can Yang Yang Wang LRM AI4CE ELM 282 8 0 01 Feb 2025
CoddLLM: Empowering Large Language Models for Data Analytics Jiani Zhang Hengrui Zhang Rishav Chakravarti Yiqun Hu Patrick Ng Asterios Katsifodimos Huzefa Rangwala George Karypis Alon Halevy SyDa ELM 463 0 0 01 Feb 2025
Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment Gregor Bachmann Sotiris Anagnostidis Albert Pumarola Markos Georgopoulos A. Sanakoyeu Yuming Du Edgar Schönfeld Ali K. Thabet Jonas Kohler ALM BDL 162 16 0 31 Jan 2025
Memory-Efficient Fine-Tuning of Transformers via Token Selection Antoine Simoulin Namyong Park Xiaoyi Liu Grey Yang 195 1 0 31 Jan 2025
Ensembles of Low-Rank Expert Adapters Yinghao Li Vianne Gao Chao Zhang MohamadAli Torkamani 169 0 0 31 Jan 2025
Improving Your Model Ranking on Chatbot Arena by Vote Rigging Rui Min Tianyu Pang Chao Du Qian Liu Minhao Cheng Min Lin AAML 108 4 0 29 Jan 2025
DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance Seffi Cohen Niv Goldshlager Nurit Cohen-Inger Bracha Shapira Lior Rokach 150 1 0 29 Jan 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains Ran Xu Hui Liu Sreyashi Nag Zhenwei Dai Yaochen Xie ... Chen Luo Yang Li Joyce C. Ho Carl Yang Qi He RALM 179 11 0 28 Jan 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang Haizhou Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 233 13 0 28 Jan 2025
Beyond Benchmarks: On The False Promise of AI Regulation Gabriel Stanovsky Renana Keydar Gadi Perl Eliya Habba 92 2 0 28 Jan 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 232 177 0 28 Jan 2025
OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas Xiaoyang Wang Han Zhang Tao Ge Wenhao Yu Dian Yu Dong Yu AI4CE 141 3 0 28 Jan 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation Zijie Zhong Hanwen Liu Xiaoya Cui Xiaofan Zhang Zengchang Qin 145 8 0 28 Jan 2025
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers Xinyu Tang Xiaolei Wang Wayne Xin Zhao Siyuan Lu Yaliang Li Ji-Rong Wen LRM 133 18 0 28 Jan 2025
StringLLM: Understanding the String Processing Capability of Large Language Models Xilong Wang Hao Fu Jindong Wang Neil Zhenqiang Gong 179 0 0 28 Jan 2025
Baichuan-Omni-1.5 Technical Report Yadong Li Qingbin Liu Tao Zhang Tao Zhang Tian Jin ... Jianhua Xu Haoze Sun Mingan Lin Guosheng Dong Xin Wu AuLLM 184 23 0 28 Jan 2025
LCTG Bench: LLM Controlled Text Generation Benchmark Kemal Kurniawan Masato Mita Peinan Zhang S. Sasaki Ryosuke Ishigami Naoaki Okazaki 117 0 0 28 Jan 2025
GUIDE: A Global Unified Inference Engine for Deploying Large Language Models in Heterogeneous Environments Yanyu Chen Ganhong Huang 160 0 0 28 Jan 2025
SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs Mohammad Mozaffari Amir Yazdanbakhsh Zhao Zhang M. Dehnavi 146 7 0 28 Jan 2025
AdaCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Chain-of-Thought Xin Huang Tarun K. Vangani Zhengyuan Liu Bowei Zou Ai Ti Aw LRM AI4CE 173 2 0 27 Jan 2025
Complete Chess Games Enable LLM Become A Chess Master Yinqi Zhang Xintian Han Haolong Li Kedi Chen Shaohui Lin ReLM ELM 106 0 0 26 Jan 2025
You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning Ayan Sengupta Siddhant Chaudhary Tanmoy Chakraborty 122 4 0 25 Jan 2025
LLM Evaluation Based on Aerospace Manufacturing Expertise: Automated Generation and Multi-Model Question Answering Beiming Liu Zhizhuo Cui Siteng Hu Xiaohua Li Haifeng Lin Zhengxin Zhang ELM 43 2 0 25 Jan 2025
Option-ID Based Elimination For Multiple Choice Questions Zhenhao Zhu Bulou Liu Qingyao Ai Yang Liu 135 0 0 25 Jan 2025
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval Changhun Lee Jun-gyu Jin Jun-gyu Jin Younghyun Cho Eunhyeok Park RALM LRM 119 0 0 25 Jan 2025
The Karp Dataset Mason DiCicco Eamon Worden Conner Olsen Nikhil Gangaram Daniel Reichman Neil T. Heffernan ReLM LRM 138 0 0 24 Jan 2025