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Measuring Massive Multitask Language Understanding

International Conference on Learning Representations (ICLR), 2020

7 September 2020

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Papers citing "Measuring Massive Multitask Language Understanding"

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Title
CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task Haosi Mo Xinyu Ma Xuebo Liu Yang Li Yu Li Jie Liu Min Zhang ELM 114 0 0 29 Sep 2025
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LLM DNA: Tracing Model Evolution via Functional Representations Zhaomin Wu Haodong Zhao Ziyang Wang Jizhou Guo Qian Wang Bingsheng He 108 1 0 29 Sep 2025
VISOR++: Universal Visual Inputs based Steering for Large Vision Language Models Ravikumar Balakrishnan Mansi Phute LLMSV 159 1 0 29 Sep 2025
Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution Tianrui Qin Qianben Chen S. Wang He Xing King Zhu ... G. Zhang Jiaheng Liu Yuchen Eleanor Jiang Xitong Gao Wangchunshu Zhou LLMAG LRM 159 4 0 29 Sep 2025
Vision Function Layer in Multimodal LLMs Cheng Shi Yizhou Yu Sibei Yang 116 1 0 29 Sep 2025
Fingerprinting LLMs via Prompt Injection Yuepeng Hu Zhengyuan Jiang Mengyuan Li Osama Ahmed Zhicong Huang Cheng Hong Neil Zhenqiang Gong 178 0 0 29 Sep 2025
Generalized Correctness Models: Learning Calibrated and Model-Agnostic Correctness Predictors from Historical Patterns Hanqi Xiao Vaidehi Patil Hyunji Lee Elias Stengel-Eskin Mohit Bansal 164 1 0 29 Sep 2025
Query Circuits: Explaining How Language Models Answer User Prompts Tung-Yu Wu Fazl Barez ReLM LRM 137 0 0 29 Sep 2025
DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models Zherui Li Zheng Nie Zhenhong Zhou Yufei Guo Yue Liu Y. Zhang Yu Cheng Qingsong Wen Kun Wang Jiaheng Zhang AAML 127 0 0 29 Sep 2025
Beyond Repetition: Text Simplification and Curriculum Learning for Data-Constrained Pretraining M. R Dan John Velasco 89 0 0 29 Sep 2025
Mechanisms of Matter: Language Inferential Benchmark on Physicochemical Hypothesis in Materials Synthesis Yingming Pu Tao Lin Hongyu Chen 145 0 0 29 Sep 2025
Intra-request branch orchestration for efficient LLM reasoning Weifan Jiang Rana Shahout Yilun Du Michael Mitzenmacher Minlan Yu LRM 108 0 0 29 Sep 2025
LLaDA-MoE: A Sparse MoE Diffusion Language Model Fengqi Zhu Zebin You Yipeng Xing Zenan Huang Lin Liu ... Junbo Zhao Da Zheng Chongxuan Li Jianguo Li J. Wen MoE 208 10 0 29 Sep 2025
Reasoning or Retrieval? A Study of Answer Attribution on Large Reasoning Models Yuhui Wang Changjiang Li Guangke Chen Jiacheng Liang Ting Wang ReLM KELM LRM 105 1 0 29 Sep 2025
SecInfer: Preventing Prompt Injection via Inference-time Scaling Yupei Liu Yanting Wang Yuqi Jia Jinyuan Jia Neil Zhenqiang Gong LRM SILM AAML 425 3 0 29 Sep 2025
A Hierarchical Error Framework for Reliable Automated Coding in Communication Research: Applications to Health and Political Communication Zhilong Zhao Yindi Liu AILaw 177 1 0 29 Sep 2025
Expanding Computation Spaces of LLMs at Inference Time Yoonna Jang Kisu Yang Isabelle Augenstein LLMAG ReLM LRM 68 0 0 29 Sep 2025
Anchored Supervised Fine-Tuning He Zhu Junyou Su Peng Lai Ren Ma Wenjia Zhang L. Yang Guanhua Chen OffRL 168 0 0 28 Sep 2025
Beyond Benchmarks: Understanding Mixture-of-Experts Models through Internal Mechanisms Jiahao Ying Mingbao Lin Qianru Sun Yixin Cao MoE 48 0 0 28 Sep 2025
Dynamic Orthogonal Continual Fine-tuning for Mitigating Catastrophic Forgettings Zhixin Zhang Zeming Wei Meng Sun CLL 132 0 0 28 Sep 2025
Toward Preference-aligned Large Language Models via Residual-based Model Steering Lucio La Cava Andrea Tagarelli LLMSV 148 0 0 28 Sep 2025
The Impossibility of Inverse Permutation Learning in Transformer Models Rohan Alur Chris Hays Manish Raghavan Devavrat Shah 175 0 0 28 Sep 2025
ChunkLLM: A Lightweight Pluggable Framework for Accelerating LLMs Inference Haojie Ouyang Jianwei Lv Lei Ren Chen Wei Xiaojie Wang Fangxiang Feng VLM 156 0 0 28 Sep 2025
Bridging the Knowledge-Prediction Gap in LLMs on Multiple-Choice Questions Yoonah Park Haesung Pyun Yohan Jo KELM 327 0 0 28 Sep 2025
Sequential Diffusion Language Models Yangzhou Liu Yue Cao Hao-Wen Li Gen Luo Z. Chen ... Yuqiang Li Tong Lu Yu Qiao Jifeng Dai Wenhai Wang 96 5 0 28 Sep 2025
Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE Guancheng Wan Lucheng Fu Haoxin Liu Yiqiao Jin Hui Yi Leong ... Yunpu Ma Xiangru Tang B. A. Prakash Yizhou Sun Wei Wang KELM 135 0 0 28 Sep 2025
Do LLMs Understand Romanian Driving Laws? A Study on Multimodal and Fine-Tuned Question Answering Eduard Barbu Adrian Marius Dumitran 44 0 0 28 Sep 2025
Singleton-Optimized Conformal Prediction Tao Wang Yan Sun Edgar Dobriban 108 0 0 28 Sep 2025
Explore-Execute Chain: Towards an Efficient Structured Reasoning Paradigm Kaisen Yang Lixuan He Rushi Shah Kaicheng Yang Qinwei Ma Dianbo Liu Alex Lamb OffRL LRM 154 0 0 28 Sep 2025
Knowledge Homophily in Large Language Models Utkarsh Sahu Zhisheng Qi M. Halappanavar Nedim Lipka Ryan Rossi Franck Dernoncourt Yu Zhang Yao Ma Yu Wang 81 0 0 28 Sep 2025
Test-Time Policy Adaptation for Enhanced Multi-Turn Interactions with LLMs Chenxing Wei Hong Wang Ying He Fei Richard Yu Yao Shu 96 1 0 27 Sep 2025
Dual-Space Smoothness for Robust and Balanced LLM Unlearning Han Yan Zheyuan Liu Meng Jiang MU AAML 108 0 0 27 Sep 2025
Artificial Phantasia: Evidence for Propositional Reasoning-Based Mental Imagery in Large Language Models Morgan McCarty Jorge Morales LRM 97 0 0 27 Sep 2025
SPEC-RL: Accelerating On-Policy Reinforcement Learning via Speculative Rollouts Bingshuai Liu Ante Wang Zijun Min Liang Yao Haibo Zhang Yang Liu Anxiang Zeng Jinsong Su OffRL LRM 87 5 0 27 Sep 2025
Bridging the Gap Between Promise and Performance for Microscaling FP4 Quantization Vage Egiazarian Roberto L. Castro Denis Kuznedelev Andrei Panferov Eldar Kurtic ... Alexandre Marques Mark Kurtz Saleh Ashkboos Torsten Hoefler Dan Alistarh MQ 216 1 0 27 Sep 2025
DOoM: Difficult Olympiads of Math Ilya Kuleshov Ilin Pavel Nikolay Kompanets Ksenia Sycheva Aleksandr Nikolich AIMat 250 0 0 27 Sep 2025
Multiplayer Nash Preference Optimization Fang Wu X. Y. Huang Weihao Xuan Zhiwei Zhang Yijia Xiao ... Xiaomin Li Bing Hu Peng Xia Jure Leskovec Yejin Choi 124 1 0 27 Sep 2025
Model Consistency as a Cheap yet Predictive Proxy for LLM Elo Scores Ashwin Ramaswamy Nestor Demeure Ermal Rrapaj ALM ELM 104 0 0 27 Sep 2025
A2D: Any-Order, Any-Step Safety Alignment for Diffusion Language Models Wonje Jeung Sangyeon Yoon Yoonjun Cho Dongjae Jeon Sangwoo Shin Hyesoo Hong Albert No DiffM 137 0 0 27 Sep 2025
Mapping Overlaps in Benchmarks through Perplexity in the Wild Siyang Wu Honglin Bao Sida Li Ari Holtzman James A. Evans 287 0 0 27 Sep 2025
Scaling LLM Test-Time Compute with Mobile NPU on Smartphones Zixu Hao Jianyu Wei Tuowei Wang Minxing Huang Huiqiang Jiang Shiqi Jiang Ting Cao Ju Ren 246 1 0 27 Sep 2025
Train Once, Answer All: Many Pretraining Experiments for the Cost of One Sebastian Bordt Martin Pawelczyk CLL 168 1 0 27 Sep 2025
Memory-Efficient Fine-Tuning via Low-Rank Activation Compression Jiang-Xin Shi Wen-Da Wei Jin-Fei Qi Xuanyu Chen Tong Wei Yu-Feng Li 120 0 0 27 Sep 2025
Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models Tianao Zhang Zhiteng Li Xianglong Yan Haotong Qin Yong Guo Yulun Zhang MQ 113 0 0 27 Sep 2025
Front-Loading Reasoning: The Synergy between Pretraining and Post-Training Data Syeda Nahida Akter Shrimai Prabhumoye Eric Nyberg M. Patwary Mohammad Shoeybi Yejin Choi Bryan Catanzaro AIFin LRM AI4CE 116 4 0 26 Sep 2025
Erase or Hide? Suppressing Spurious Unlearning Neurons for Robust Unlearning Nakyeong Yang Dong-Kyum Kim Jea Kwon Minsung Kim Kyomin Jung M. Cha MU KELM 104 0 0 26 Sep 2025
What Matters More For In-Context Learning under Matched Compute Budgets: Pretraining on Natural Text or Incorporating Targeted Synthetic Examples? Mohammed Sabry Anya Belz 91 0 0 26 Sep 2025
AI Brown and AI Koditex: LLM-Generated Corpora Comparable to Traditional Corpora of English and Czech Texts Jiří Milička Anna Marklová Václav Cvrček DeLMO 168 0 0 26 Sep 2025
SBFA: Single Sneaky Bit Flip Attack to Break Large Language Models Jingkai Guo C. Chakrabarti Deliang Fan AAML 44 3 0 26 Sep 2025