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Measuring Massive Multitask Language Understanding

7 September 2020

Papers citing "Measuring Massive Multitask Language Understanding"

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Title
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong Chao Yu Xiaojun Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 143 4 0 18 Feb 2025
Baichuan-M1: Pushing the Medical Capability of Large Language Models Binghai Wang Haizhou Zhao Huozhi Zhou Liang Song Mingyu Xu ... Yan Zhang Yifei Duan Yuyan Zhou Zhi-Ming Ma Zhikai Wu LM&MA ELM AI4MH 123 10 0 18 Feb 2025
Language Models Can Predict Their Own Behavior Dhananjay Ashok Jonathan May ReLM AI4TS LRM 124 2 0 18 Feb 2025
SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering? Yucheng Shi Tianze Yang Canyu Chen Quanzheng Li Tianming Liu Xuzhao Li Ninghao Liu MedIm 141 4 0 18 Feb 2025
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings Weikai Lu Hao Peng Huiping Zhuang Cen Chen Huiping Zhuang 84 0 0 18 Feb 2025
Lean-ing on Quality: How High-Quality Data Beats Diverse Multilingual Data in AutoFormalization Willy Chan Michael Souliman Jakob Nordhagen Alycia Lee Elyas Obbad Kai Fronsdal Sanmi Koyejo 62 0 0 18 Feb 2025
Benchmarking Post-Training Quantization in LLMs: Comprehensive Taxonomy, Unified Evaluation, and Comparative Analysis Jiaqi Zhao Ming Wang Miao Zhang Yuzhang Shang Xuebo Liu Yaowei Wang Min Zhang Liqiang Nie MQ 248 2 0 18 Feb 2025
NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions Weizhe Yuan Jane Dwivedi-Yu Song Jiang Karthik Padthe Yang Li ... Ilia Kulikov Kyunghyun Cho Yuandong Tian Jason Weston Xian Li ReLM LRM 162 20 0 18 Feb 2025
Portable Reward Tuning: Towards Reusable Fine-Tuning across Different Pretrained Models Daiki Chijiwa Taku Hasegawa Kyosuke Nishida Kuniko Saito Susumu Takeuchi 131 0 0 18 Feb 2025
Stress Testing Generalization: How Minor Modifications Undermine Large Language Model Performance Guangxiang Zhao Saier Hu Xiaoqi Jian Jinzhu Wu Yuhan Wu Change Jia Lin Sun Xiangzheng Zhang 175 1 0 18 Feb 2025
Beyond the Singular: The Essential Role of Multiple Generations in Effective Benchmark Evaluation and Analysis Wenbo Zhang Hengrui Cai Wenyu Chen 110 1 0 17 Feb 2025
Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning Hwan Chang Hwanhee Lee MU 87 1 0 17 Feb 2025
PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection Jinhe Bi Yifan Wang Danqi Yan Xun Xiao Artur Hecker Volker Tresp Yunpu Ma VLM 236 16 0 17 Feb 2025
Designing Role Vectors to Improve LLM Inference Behaviour Daniele Potertì Andrea Seveso Fabio Mercorio LLMSV 98 1 0 17 Feb 2025
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning Xinyu Zhang Yuxuan Dong Yongpeng Wu Jiaxing Huang Chengyou Jia Basura Fernando Mike Zheng Shou Lingling Zhang Jun Liu AIMat ReLM LRM 114 13 0 17 Feb 2025
Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models Yingshui Tan Yilei Jiang Yongbin Li Qingbin Liu Xingyuan Bu Wenbo Su Xiangyu Yue Xiaoyong Zhu Bo Zheng ALM 161 6 0 17 Feb 2025
Improve LLM-as-a-Judge Ability as a General Ability Jiachen Yu Shaoning Sun Xiaohui Hu Jiaxu Yan Kaidong Yu Xuelong Li ELM 155 7 0 17 Feb 2025
Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception Shiyu Ni Keping Bi Jiafeng Guo Lulu Yu Baolong Bi Xueqi Cheng 92 5 0 17 Feb 2025
Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? Xueru Wen Jie Lou Yaojie Lu Hongyu Lin Xing Yu Xinyu Lu Xianpei Han Jia Zheng Debing Zhang Le Sun ALM 125 7 0 17 Feb 2025
Exploring Translation Mechanism of Large Language Models Hongbin Zhang Kehai Chen Xuefeng Bai Xiucheng Li Yang Xiang Min Zhang 147 1 0 17 Feb 2025
Leveraging Uncertainty Estimation for Efficient LLM Routing Tuo Zhang Asal Mehradfar Dimitrios Dimitriadis Salman Avestimehr 144 1 0 16 Feb 2025
TUMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages Jafar Isbarov Arofat Akhundjanova Mammad Hajili Kavsar Huseynova Dmitry Gaynullin ... Amina Alisheva Aizirek Turdubaeva Abdullatif Köksal Samir Rustamov Duygu Ataman ELM 78 0 0 16 Feb 2025
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking Shahriar Kabir Nahin R. N. Nandi Sagor Sarker Quazi Sarwar Muhtaseem Md. Kowsher Apu Chandraw Shill Md Ibrahim Mehadi Hasan Menon Tareq Al Muntasir Firoj Alam 189 0 0 16 Feb 2025
Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training Yao-Ching Yu Tsun-Han Chiang Cheng-Wei Tsai Chien-Ming Huang Wen-Kwang Tsao 119 7 0 16 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation Hieu Nguyen Zihao He Shoumik Atul Gandre Ujjwal Pasupulety Sharanya Kumari Shivakumar Kristina Lerman HILM 130 2 0 16 Feb 2025
Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment Somnath Banerjee Sayan Layek Pratyush Chatterjee Animesh Mukherjee Rima Hazra LLMSV 149 1 0 16 Feb 2025
Valuable Hallucinations: Realizable Non-realistic Propositions Qiucheng Chen Bo Wang LRM 138 0 0 16 Feb 2025
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning Gangwei Jiang Caigao Jiang Zhaoyi Li Siqiao Xue Jun-ping Zhou Linqi Song Defu Lian Yin Wei CLL MU 168 2 0 16 Feb 2025
Quantifying the Capability Boundary of DeepSeek Models: An Application-Driven Performance Analysis Kaikai Zhao Zhaoxiang Liu Xuejiao Lei Rongjia Du Zhenhong Long ... Minjie Hua Kai Wang Wen Liu Ning Wang Kai Wang ELM LRM 109 1 0 16 Feb 2025
An Empirical Analysis of Uncertainty in Large Language Model Evaluations Qiujie Xie Qingqiu Li Zhuohao Yu Yuejie Zhang Yue Zhang Linyi Yang ELM 132 5 0 15 Feb 2025
1bit-Merging: Dynamic Quantized Merging for Large Language Models Shuqi Liu Yuxuan Yao Bowei He Zehua Liu Xiongwei Han Mingxuan Yuan Han Wu Linqi Song MoMe MQ 155 2 0 15 Feb 2025
Large Language Diffusion Models Shen Nie Fengqi Zhu Zebin You Xiaolu Zhang Jingyang Ou Jun Hu Jun Zhou Yankai Lin Ji-Rong Wen Chongxuan Li 280 55 0 14 Feb 2025
Mind the Gap! Choice Independence in Using Multilingual LLMs for Persuasive Co-Writing Tasks in Different Languages Shreyan Biswas Alexander Erlei U. Gadiraju 166 4 0 13 Feb 2025
LoXR: Performance Evaluation of Locally Executing LLMs on XR Devices Dawar Khan Xinyu Liu Omar Mena Donggang Jia Alexandre Kouyoumdjian I. Viola 86 0 0 13 Feb 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models Xu Huang Wenhao Zhu Hanxu Hu Zeang Sheng Lei Li Shujian Huang Fei Yuan ELM 180 4 0 11 Feb 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding Ziyi Wang Muneeza Azmart Ang Li R. Horesh Mikhail Yurochkin 220 2 0 11 Feb 2025
When More is Less: Understanding Chain-of-Thought Length in LLMs Yuyang Wu Yifei Wang Tianqi Du Stefanie Jegelka Yisen Wang Yisen Wang LRM 158 51 0 11 Feb 2025
LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation Zican Dong Junyi Li Jinhao Jiang Mingyu Xu Wayne Xin Zhao Bin Wang Xin Wu VLM 371 5 0 11 Feb 2025
JBShield: Defending Large Language Models from Jailbreak Attacks through Activated Concept Analysis and Manipulation Shenyi Zhang Yuchen Zhai Keyan Guo Hongxin Hu Shengnan Guo Zheng Fang Lingchen Zhao Chao Shen Cong Wang Qian Wang AAML 143 4 0 11 Feb 2025
Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon Nurit Cohen-Inger Yehonatan Elisha Bracha Shapira Lior Rokach Seffi Cohen ELM 157 1 0 11 Feb 2025
Unbiased Evaluation of Large Language Models from a Causal Perspective Meilin Chen Jian Tian Liang Ma Di Xie Weijie Chen Jiang Zhu ALM ELM 166 0 0 10 Feb 2025
Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation Maria Eriksson Erasmo Purificato Arman Noroozian Joao Vinagre Guillaume Chaslot Emilia Gomez David Fernandez-Llorca ELM 292 6 0 10 Feb 2025
SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia Chaoqun Liu Wenxuan Zhang Jiahao Ying Mahani Aljunied Anh Tuan Luu Lidong Bing ELM 142 4 0 10 Feb 2025
EfficientLLM: Scalable Pruning-Aware Pretraining for Architecture-Agnostic Edge Language Models Xingrun Xing Zheng Liu Shitao Xiao Boyan Gao Yiming Liang Wanpeng Zhang Haokun Lin Guoqi Li Jiajun Zhang LRM 270 2 0 10 Feb 2025
The Curse of Depth in Large Language Models Wenfang Sun Xinyuan Song Pengxiang Li Lu Yin Yefeng Zheng Shiwei Liu 136 7 0 09 Feb 2025
Reinforced Lifelong Editing for Language Models Zherui Li Houcheng Jiang Hao Chen Baolong Bi Zhenhong Zhou Fei Sun Sihang Li Xinze Wang KELM 157 8 0 09 Feb 2025
Delta - Contrastive Decoding Mitigates Text Hallucinations in Large Language Models Cheng Peng Huang Hao-Yuan Chen HILM 143 1 0 09 Feb 2025
LM2: Large Memory Models Jikun Kang Wenqi Wu Filippos Christianos Alex J. Chan Fraser Greenlee George Thomas Marvin Purtorab Andy Toulis KELM 199 0 0 09 Feb 2025
Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs with Minimal Human Interventions Jingxin Xu Guoshun Nan Sheng Guan Sicong Leng Yang Liu Zixiao Wang Yuyang Ma Zhili Zhou Yanzhao Hou Xiaofeng Tao LM&MA 116 0 0 08 Feb 2025
Evaluating Vision-Language Models for Emotion Recognition Sree Bhattacharyya James Z. Wang VLM 145 2 0 08 Feb 2025