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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
AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning Xuyang Zhao Shiwan Zhao Hualong Yu Liting Zhang Qicheng Li LRM AI4CE 82 2 0 16 Aug 2025
QuarkMed Medical Foundation Model Technical Report A. Li Bin Yan Bingfeng Cai Chenxi Li Cunzhong Zhao ... Xin Shang Yao Wu Yu Cao Zhenxin Ma Zhuang Jia MedIm LM&MA 171 0 0 16 Aug 2025
Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation Jinyi Han Tingyun Li Shisong Chen Jie Shi X. Wang ... Jiaqing Liang Xin Lin Liqian Wen Zulong Chen Yanghua Xiao 108 2 0 16 Aug 2025
Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction Tao Wu Jingyuan Chen Wang Lin Jian Zhan Mengze Li Kun Kuang Fei Wu AI4Ed LRM 307 1 0 15 Aug 2025
Every 28 Days the AI Dreams of Soft Skin and Burning Stars: Scaffolding AI Agents with Hormones and Emotions Leigh Levinson Christopher J. Agostino 52 0 0 15 Aug 2025
Feedback Indicators: The Alignment between Llama and a Teacher in Language Learning Sylvio Rüdian Yassin Elsir Marvin Kretschmer Sabine Cayrou Niels Pinkwart 84 0 0 15 Aug 2025
When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs Mikhail Seleznyov Mikhail Chaichuk Gleb Ershov Alexander Panchenko Elena Tutubalina Oleg Somov 119 5 0 15 Aug 2025
Dynamic Quality-Latency Aware Routing for LLM Inference in Wireless Edge-Device Networks Rui Bao Nan Xue Yaping Sun Zhiyong Chen 74 1 0 15 Aug 2025
Speciesism in AI: Evaluating Discrimination Against Animals in Large Language Models Monika Jotautaitė Lucius Caviola David A. Brewster Thilo Hagendorff 148 0 0 15 Aug 2025
Inclusion Arena: An Open Platform for Evaluating Large Foundation Models with Real-World Apps Kangyu Wang Hongliang He Lin Liu Ruiqi Liang Zhenzhong Lan Jianguo Li ALM ELM 126 0 0 15 Aug 2025
MSRS: Adaptive Multi-Subspace Representation Steering for Attribute Alignment in Large Language Models Xinyan Jiang L. Zhang Jiayi Zhang Qingsong Yang Guimin Hu Di Wang Lijie Hu LLMSV 371 2 0 14 Aug 2025
Thinking Inside the Mask: In-Place Prompting in Diffusion LLMs Xiangqi Jin Y. Wang Yifeng Gao Zichen Wen Biqing Qi Dongrui Liu Linfeng Zhang LRM 164 7 0 14 Aug 2025
BeyondWeb: Lessons from Scaling Synthetic Data for Trillion-scale Pretraining Pratyush Maini Pratyush Maini Vineeth Dorna Aldo Carranza Fan Pan ... Spandan Das Zhengping Wang Bogdan Gaza Ari S. Morcos Matthew L. Leavitt SyDa 104 0 0 14 Aug 2025
Robot Policy Evaluation for Sim-to-Real Transfer: A Benchmarking Perspective Xuning Yang Clemens Eppner Jonathan Tremblay Dieter Fox Stan Birchfield Fabio Ramos 124 2 0 14 Aug 2025
Methodological Framework for Quantifying Semantic Test Coverage in RAG Systems Noah Broestl Adel Nasser Abdalla Rajprakash Bale Hersh Gupta Max Struever 27 0 0 13 Aug 2025
EffiEval: Efficient and Generalizable Model Evaluation via Capability Coverage Maximization Yaoning Wang Jiahao Ying Yixin Cao Yubo Ma Yugang Jiang ELM 32 2 0 13 Aug 2025
NeuronTune: Fine-Grained Neuron Modulation for Balanced Safety-Utility Alignment in LLMs Birong Pan Mayi Xu Qiankun Pi Jianhao Chen Yuanyuan Zhu Ming Zhong T. Qian 132 0 0 13 Aug 2025
Pruning Long Chain-of-Thought of Large Reasoning Models via Small-Scale Preference Optimization Bin Hong Jiayu Liu Zhenya Huang Kai Zhang Mengdi Zhang LRM 191 0 0 13 Aug 2025
Benchmarking the Medical Understanding and Reasoning of Large Language Models in Arabic Healthcare Tasks Nouar Aldahoul Yasir Zaki LM&MA AI4MH ELM 142 0 0 13 Aug 2025
Amazon Nova AI Challenge -- Trusted AI: Advancing secure, AI-assisted software development Sattvik Sahai Prasoon Goyal Michael Johnston Anna Gottardi Yao Lu ... Lavina Vaz Leslie Ball Maureen Murray Rahul Gupta Shankar Ananthakrishna 101 1 0 13 Aug 2025
Shadow in the Cache: Unveiling and Mitigating Privacy Risks of KV-cache in LLM Inference Zhifan Luo Shuo Shao Su Zhang Lijing Zhou Yuke Hu Chenxu Zhao Zhihao Liu Zhan Qin 212 4 0 13 Aug 2025
mSCoRe: a $M$ ultilingual and Scalable Benchmark for $S$ kill-based $Co$ mmonsense $Re$ asoning Nghia Trung Ngo Franck Dernoncourt T. Nguyen LRM 170 0 0 13 Aug 2025
IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization Yuzhuo Bai Shitong Duan Muhua Huang Jing Yao Zhenghao Liu Peng Zhang Tun Lu Xiaoyuan Yi Maosong Sun Xing Xie 140 1 0 12 Aug 2025
AgriGPT: a Large Language Model Ecosystem for Agriculture Bo Yang Yu Zhang Lanfei Feng Yunkui Chen J. Zhang ... Yuxuan Chen Guijun Yang Yong He Runhe Huang Shijian Li LLMAG KELM 216 4 0 12 Aug 2025
BiasGym: Fantastic LLM Biases and How to Find (and Remove) Them Sekh Mainul Islam Nadav Borenstein Siddhesh Pawar Haeun Yu Arnav Arora Isabelle Augenstein 214 0 0 12 Aug 2025
Scaling Up Active Testing to Large Language Models Gabrielle Berrada Jannik Kossen Muhammed Razzak Freddie Bickford-Smith Y. Gal Tom Rainforth ALM 148 1 0 12 Aug 2025
Classifier Language Models: Unifying Sparse Finetuning and Adaptive Tokenization for Specialized Classification Tasks Adit Krishnan Chu Wang Chris Kong 77 0 0 12 Aug 2025
Resurrecting the Salmon: Rethinking Mechanistic Interpretability with Domain-Specific Sparse Autoencoders Charles OÑeill Mudith Jayasekara Max Kirkby 97 1 0 12 Aug 2025
SinLlama -- A Large Language Model for SinhalaMoratuwa Engineering Research Conference (MERCon), 2025 H.W.K.Aravinda Rashad Sirajudeen Samith Karunathilake Nisansa de Silva Surangika Ranathunga Rishemjit Kaur LRM 248 1 0 12 Aug 2025
InternBootcamp Technical Report: Boosting LLM Reasoning with Verifiable Task Scaling Peiji Li Jiasheng Ye Yongkang Chen Yichuan Ma Zijie Yu ... Linyang Li Qipeng Guo Dahua Lin Bowen Zhou Kai Chen LLMAG ALM LRM 124 10 0 12 Aug 2025
A Survey on Training-free Alignment of Large Language Models Birong Pan Yongqi Li Jiasheng Si Sibo Wei Mayi Xu Shen Zhou Yuanyuan Zhu Ming Zhong T. Qian 3DV LM&MA 395 0 0 12 Aug 2025
TiMoE: Time-Aware Mixture of Language Experts Robin Faro Dongyang Fan Tamar Alphaidze Martin Jaggi MoE 121 1 0 12 Aug 2025
Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments Junjie Ye C. Jiang Zhengyin Du Yufei Xu Xuesong Yao ... Xiaoran Fan Qi Zhang Tao Gui Xuanjing Huang Jiecao Chen KELM OffRL 174 4 0 12 Aug 2025
VISOR: Visual Input-based Steering for Output Redirection in Vision-Language Models Mansi Phute Ravikumar Balakrishnan LLMSV 88 0 0 11 Aug 2025
Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts Haoyuan Wu Haoxing Chen Xiaodong Chen Zhanchao Zhou Tieyuan Chen ... Junbo Zhao Lin Liu Zhenzhong Lan Bei Yu Jianguo Li MoE 132 4 0 11 Aug 2025
Evaluating Large Language Models as Expert Annotators Yu-Min Tseng Wei-Lin Chen Chung-Chi Chen Hsin-Hsi Chen 136 2 0 11 Aug 2025
VGGSounder: Audio-Visual Evaluations for Foundation Models Daniil Zverev Thaddäus Wiedemer Christian Schroeder de Witt Matthias Bethge Wieland Brendel A. Sophia Koepke AuLLM 219 4 0 11 Aug 2025
Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning Zihe Liu Jiashun Liu Yancheng He Weixun Wang Jiaheng Liu ... Siran Yang Jiamang Wang Yuchi Xu Bo Zheng B. Zheng OffRL 112 23 0 11 Aug 2025
OverFill: Two-Stage Models for Efficient Language Model Decoding Woojeong Kim Junxiong Wang Jing Nathan Yan Mohamed S. Abdelfattah Alexander M Rush 100 0 0 11 Aug 2025
Can You Trick the Grader? Adversarial Persuasion of LLM Judges Yerin Hwang Dongryeol Lee Taegwan Kang Yongil Kim Kyomin Jung AAML ELM 116 1 0 11 Aug 2025
Capabilities of GPT-5 on Multimodal Medical Reasoning Shansong Wang Mingzhe Hu Qiang Li Mojtaba Safari Xiaofeng Yang ELM LM&MA AI4MH LRM 139 30 0 11 Aug 2025
HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways Cristian Cosentino Annamaria Defilippo Marco Dossena Christopher Irwin Sara Joubbi Pietro Lio' LM&MA AI4MH 132 0 0 10 Aug 2025
Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond Rubing Chen Jiaxin Wu Jian Wang Xulu Zhang Wenqi Fan Chenghua Lin Xiao-Yong Wei Qing Li ALM 232 0 0 10 Aug 2025
Towards Safer AI Moderation: Evaluating LLM Moderators Through a Unified Benchmark Dataset and Advocating a Human-First Approach Naseem Machlovi Maryam Saleki Innocent Ababio Ruhul Amin 80 4 0 09 Aug 2025
gpt-oss-120b & gpt-oss-20b Model Card OpenAI Sandhini Agarwal Lama Ahmad Jason Ai Sam Altman ... D. Sculley Harshit Sikchi Kendal Simon K. Singhal Yang Song LRM VLM 121 244 0 08 Aug 2025
LLM Unlearning Without an Expert Curated Dataset Xiaoyuan Zhu Muru Zhang Ollie Liu Robin Jia Willie Neiswanger MU 251 1 0 08 Aug 2025
Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models Tomohiro Sawada Kartik Goyal MoMe 92 0 0 08 Aug 2025
MyCulture: Exploring Malaysia's Diverse Culture under Low-Resource Language Constraints Zhong Ken Hew Jia Xin Low Sze Jue Yang Chee Seng Chan 77 1 0 07 Aug 2025
MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs Xiaodong Chen Mingming Ha Zhenzhong Lan Jing Zhang Jianguo Li MoE 109 0 0 07 Aug 2025
Bench-2-CoP: Can We Trust Benchmarking for EU AI Compliance? Matteo Prandi Vincenzo Suriani Federico Pierucci Marcello Galisai Daniele Nardi Piercosma Bisconti ELM 102 0 0 07 Aug 2025