v1v2v3 (latest)

Measuring Massive Multitask Language Understanding

International Conference on Learning Representations (ICLR), 2020

7 September 2020

ArXiv (abs)PDF HTML HuggingFace (3 upvotes)

Papers citing "Measuring Massive Multitask Language Understanding"

50 / 4,428 papers shown

Title
Beyond URLs: Metadata Diversity and Position for Efficient LLM Pretraining Dongyang Fan Diba Hashemi Sai Praneeth Karimireddy Martin Jaggi 73 0 0 26 Nov 2025
Aligning LLMs with Biomedical Knowledge using Balanced Fine-Tuning Zhenchao Tang Fang Wang Haohuai He Jiale Zhou Tianxu Lv ... Minghao Yang Y. Wang Jiayang Wu Yidong Song J. Yao CLL 370 0 0 26 Nov 2025
Revisiting Generalization Across Difficulty Levels: It's Not So Easy Yeganeh Kordi Nihal V. Nayak Max Zuo Ilana Nguyen Stephen H. Bach 78 0 0 26 Nov 2025
Subjective Depth and Timescale Transformers: Learning Where and When to Compute Frederico Wieser Martin A Benfeghoul Haitham Bou-Ammar Jun Wang Zafeirios Fountas 82 0 0 26 Nov 2025
SpatialBench: Benchmarking Multimodal Large Language Models for Spatial Cognition Peiran Xu Sudong Wang Yao Zhu Jianing Li Yunjian Zhang LRM 230 0 0 26 Nov 2025
On the Limits of Innate Planning in Large Language Models Charles Schepanowski Charles Ling LLMAG LRM ELM 365 0 0 26 Nov 2025
PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark Róbert Belanec Branislav Pecher Ivan Srba Maria Bielikova 88 1 0 26 Nov 2025
DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs Yuanhao Li Mingshan Liu Hongbo Wang Yiding Zhang Yifei Ma Wei Tan AI4TS KELM LRM AI4CE 317 0 0 25 Nov 2025
Simulated Self-Assessment in Large Language Models: A Psychometric Approach to AI Self-Efficacy Daniel I Jackson Emma L Jensen Syed-Amad Hussain Emre Sezgin AI4MH ELM 227 0 0 25 Nov 2025
Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models Wentao Hu Mingkuan Zhao Shuangyong Song Xiaoyan Zhu Xin Lai Jiayin Wang 67 1 0 25 Nov 2025
BengaliFig: A Low-Resource Challenge for Figurative and Culturally Grounded Reasoning in Bengali Abdullah Al Sefat 76 0 0 25 Nov 2025
Representation Interventions Enable Lifelong Unstructured Knowledge Control Xuyuan Liu Zhengzhang Chen Xinshuai Dong Yanchi Liu Xujiang Zhao Shengyu Chen Haoyu Wang Yujun Yan Haifeng Chen KELM 44 0 0 25 Nov 2025
Geometry of Decision Making in Language Models Abhinav Joshi Divyanshu Bhatt Ashutosh Modi AI4CE LRM 210 0 0 25 Nov 2025
Unsupervised Memorability Modeling from Tip-of-the-Tongue Retrieval Queries Sree Bhattacharyya Yaman Kumar Singla Sudhir Yarram Somesh Singh Harini S I James Z. Wang 48 0 0 25 Nov 2025
Vision-Language Memory for Spatial Reasoning Zuntao Liu Yi Du Taimeng Fu Shaoshu Su Cherie Ho Chen Wang VLM LRM 129 0 0 25 Nov 2025
BackdoorVLM: A Benchmark for Backdoor Attacks on Vision-Language Models Juncheng Li Y. Li Hanxun Huang Yunhao Chen Xin Wang Yixu Wang Xingjun Ma Yu-Gang Jiang MLLM AAML VLM 148 0 0 24 Nov 2025
EAGER: Edge-Aligned LLM Defense for Robust, Efficient, and Accurate Cybersecurity Question Answering Onat Gungor Roshan Sood Jiasheng Zhou T. Rosing AAML 29 0 0 24 Nov 2025
Musical Score Understanding Benchmark: Evaluating Large Language Models' Comprehension of Complete Musical Scores Congren Dai Yue Yang Krinos Li Huichi Zhou Shijie Liang ... Peiyuan Jing Kinhei Lee Zhenxuan Zhang Xiaobing Li Maosong Sun 44 0 0 24 Nov 2025
Understanding and Mitigating Over-refusal for Large Language Models via Safety Representation Junbo Zhang Ran Chen Qianli Zhou Xinyang Deng Wen Jiang 85 0 0 24 Nov 2025
Doubly Wild Refitting: Model-Free Evaluation of High Dimensional Black-Box Predictions under Convex Losses Haichen Hu David Simchi-Levi 48 0 0 24 Nov 2025
CafeQ: Calibration-free Quantization via Learned Transformations and Adaptive Rounding Ziteng Sun Adrian Benton Samuel Kushnir Asher Trockman Vikas Singh Suhas Diggavi A. Suresh MQ 98 0 0 24 Nov 2025
How Learning Rate Decay Wastes Your Best Data in Curriculum-Based LLM Pretraining Kairong Luo Zhenbo Sun Haodong Wen Xinyu Shi Jiarui Cui Chenyi Dang Kaifeng Lyu Wenguang Chen 120 1 0 24 Nov 2025
Xmodel-2.5: 1.3B Data-Efficient Reasoning SLM Yang Liu Xiaolong Zhong Ling Jiang LLMAG MU MoE LRM 280 0 0 23 Nov 2025
Blu-WERP (Web Extraction and Refinement Pipeline): A Scalable Pipeline for Preprocessing Large Language Model Datasets Gowtham Sai Rupesh Sanjay Kumar Saravanan Venkata Chaithanya VLM 157 0 0 22 Nov 2025
SPINE: Token-Selective Test-Time Reinforcement Learning with Entropy-Band Regularization Jianghao Wu Yasmeen George Jin Ye Y. Wu Daniel F. Schmidt Jianfei Cai LRM 48 0 0 22 Nov 2025
PARROT: Persuasion and Agreement Robustness Rating of Output Truth -- A Sycophancy Robustness Benchmark for LLMs Yusuf Çelebi Mahmoud El Hussieni Özay Ezerceli AAML 196 0 0 21 Nov 2025
Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models Vy Nguyen Ziqi Xu J. Chan Estrid He Feng Xia Xiuzhen Zhang 60 0 0 21 Nov 2025
Adaptive Layer-Wise Transformations for Post-Training Quantization of Large Language Models Cuong Pham Hoang Anh Dung Cuong C. Nguyen Trung Le G. Carneiro Jianfei Cai Thanh-Toan Do MQ 78 0 0 21 Nov 2025
E $^3$ -Pruner: Towards Efficient, Economical, and Effective Layer Pruning for Large Language Models Tao Yuan Haoli Bai Yinfei Pan Xuyang Cao Tianyu Zhang Lu Hou Ting Hu Xianzhi Yu VLM 139 0 0 21 Nov 2025
Layer-Wise High-Impact Parameter Ratio Optimization in Post-Training Quantization for Large Language Models Cuong Pham Hoang Anh Dung Cuong C. Nguyen Trung Le G. Carneiro Thanh-Toan Do MQ 57 0 0 21 Nov 2025
The Impact of Off-Policy Training Data on Probe Generalisation Nathalie Kirch Samuel Dower Adrians Skapars Ekdeep Singh Lubana Dmitrii Krasheninnikov 56 0 0 21 Nov 2025
Fantastic Bugs and Where to Find Them in AI Benchmarks Sang Truong Yuheng Tu Michael Hardy Anka Reuel Zeyu Tang ... Jonathan Perera Chibuike Uwakwe Ben Domingue Nick Haber Sanmi Koyejo 64 0 0 20 Nov 2025
AICC: Parse HTML Finer, Make Models Better -- A 7.3T AI-Ready Corpus Built by a Model-Based HTML Parser Ren Ma Jiantao Qiu Chao Xu Pei Chu Kaiwen Liu ... Wentao Zhang Zhongying Tu Wentao Zhang Dahua Lin Conghui He 56 0 0 20 Nov 2025
Monte Carlo Expected Threat (MOCET) Scoring Joseph Kim Saahith Potluri ELM 64 0 0 20 Nov 2025
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Peng Xia K. Zeng Jiaqi Liu Can Qin Fang Wu Yiyang Zhou Caiming Xiong Huaxiu Yao LLMAG LM&Ro SyDa 496 1 0 20 Nov 2025
Breaking Expert Knowledge Limits: Self-Pruning for Large Language Models Haidong Kang Lihong Lin Enneng Yang Hongning Dai Hao Wang LRM 132 0 0 19 Nov 2025
Multimodal Evaluation of Russian-language Architectures Artem Chervyakov Ulyana Isaeva Anton A. Emelyanov Artem Safin Maria Tikhonova ... Ilseyar Alimova Ilseyar Alimova A. Kapitanov Alena Fenogenova Alena Fenogenova 190 1 0 19 Nov 2025
From Solving to Verifying: A Unified Objective for Robust Reasoning in LLMs Xiaoxuan Wang Bo Liu Song Jiang Jingzhou Liu Jingyuan Qi Xia Chen Baosheng He LRM 92 0 0 19 Nov 2025
Breaking the Bottleneck with DiffuApriel: High-Throughput Diffusion LMs with Mamba Backbone Vaibhav Singh Oleksiy Ostapenko Pierre-Andre Noel Torsten Scholak Mamba AI4CE 288 0 0 19 Nov 2025
ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning Hongwei Liu J. Liu Shudong Liu Haodong Duan Yuqiang Li ... Conghui He Qi Zhang Songyang Zhang Lei Bai Kai Chen LRM ALM ELM 311 0 0 18 Nov 2025
Beyond Surface-Level Similarity: Hierarchical Contamination Detection for Synthetic Training Data in Foundation Models Sushant Mehta 70 0 0 18 Nov 2025
AA-Omniscience: Evaluating Cross-Domain Knowledge Reliability in Large Language Models Declan Jackson William Keating George Cameron Micah Hill-Smith HILM RALM ELM 416 0 0 17 Nov 2025
Why is "Chicago" Predictive of Deceptive Reviews? Using LLMs to Discover Language Phenomena from Lexical Cues Jiaming Qu Mengtian Guo Yue Wang 80 0 0 17 Nov 2025
Dynamic Template Selection for Output Token Generation Optimization: MLP-Based and Transformer Approaches Bharadwaj Yadavalli 93 0 0 17 Nov 2025
SLMQuant:Benchmarking Small Language Model Quantization for Practical Deployment Jiacheng Wang Yejun Zeng Jinyang Guo Yuqing Ma Aishan Liu Xianglong Liu MQ 221 1 0 17 Nov 2025
SGuard-v1: Safety Guardrail for Large Language Models JoonHo Lee HyeonMin Cho Jaewoong Yun Hyunjae Lee JunKyu Lee Juree Seok 56 0 0 16 Nov 2025
Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning Baolong Bi Shenghua Liu Yiwei Wang Siqian Tong Lingrui Mei Yuyao Ge Yilong Xu Jiafeng Guo Xueqi Cheng OffRL LRM 172 3 0 15 Nov 2025
On the Measure of a Model: From Intelligence to Generality Ruchira Dhar Ninell Oldenburg Anders Soegaard ELM 93 0 0 14 Nov 2025
Radiology Workflow-Guided Hierarchical Reinforcement Fine-Tuning for Medical Report Generation Bodong Du Honglong Yang Xiaomeng Li 132 5 0 13 Nov 2025
LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models Huimin Ren Yan Liang Baiqiao Su Chaobo Sun Hengtong Lu Kaike Zhang Chen Wei ELM 64 0 0 13 Nov 2025