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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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AMS-QUANT: Adaptive Mantissa Sharing for Floating-point Quantization Mengtao Lv Ruiqi Zhu Xinyu Wang Y. Li MQ 80 0 0 16 Oct 2025
Rewriting History: A Recipe for Interventional Analyses to Study Data Effects on Model Behavior Rahul Nadkarni Yanai Elazar Hila Gonen Noah A. Smith KELM 104 0 0 16 Oct 2025
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MedTrust-RAG: Evidence Verification and Trust Alignment for Biomedical Question Answering Yingpeng Ning Yuanyuan Sun Ling Luo Yanhua Wang Yuchen Pan Hongfei Lin HILM 180 0 0 16 Oct 2025
Antislop: A Comprehensive Framework for Identifying and Eliminating Repetitive Patterns in Language Models Samuel Paech Allen Roush Judah Goldfeder Ravid Shwartz-Ziv 136 0 0 16 Oct 2025
Code-driven Number Sequence Calculation: Enhancing the inductive Reasoning Abilities of Large Language Models Kedi Chen Zhikai Lei Xu Guo Xuecheng Wu Siyuan Zeng ... J. Zhou Liang He Qipeng Guo Kai Chen Wei-na Zhang AIMat AI4TS LRM 199 0 0 16 Oct 2025
Sparse Subnetwork Enhancement for Underrepresented Languages in Large Language Models Daniil Gurgurov Josef van Genabith Simon Ostermann MoE 140 0 0 15 Oct 2025
BioMedSearch: A Multi-Source Biomedical Retrieval Framework Based on LLMs Congying Liu Xingyuan Wei Peipei Liu Yiqing Shen Yanxu Mao Tiehan Cui 76 0 0 15 Oct 2025
In-Distribution Steering: Balancing Control and Coherence in Language Model Generation Arthur Vogels Benjamin Wong Yann Choho A. Blangero Milan Bhan LLMSV 173 0 0 15 Oct 2025
REAP the Experts: Why Pruning Prevails for One-Shot MoE compression Mike Lasby Ivan Lazarevich Nish Sinnadurai Sean Lie Yani Andrew Ioannou Vithursan Thangarasa 60 0 0 15 Oct 2025
CoT-Evo: Evolutionary Distillation of Chain-of-Thought for Scientific Reasoning Kehua Feng Keyan Ding Zhihui Zhu Lei Liang Qiang Zhang H. Chen LRM 115 0 0 15 Oct 2025
Evaluating Arabic Large Language Models: A Survey of Benchmarks, Methods, and Gaps Ahmed Alzubaidi Shaikha Alsuwaidi Basma El Amel Boussaha Leen AlQadi Omar Alkaabi Mohammed Alyafeai Hamza Alobeidli Hakim Hacid ELM 102 1 0 15 Oct 2025
NOSA: Native and Offloadable Sparse Attention Yuxiang Huang Chaojun Xiao Xu Han Zhiyuan Liu MQ 128 0 0 15 Oct 2025
ConsintBench: Evaluating Language Models on Real-World Consumer Intent Understanding Xiaozhe Li TianYi Lyu Siyi Yang Yuxi Gong Yizhao Yang Jinxuan Huang Ligao Zhang Zhuoyi Huang Qingwen Liu ELM 131 0 0 15 Oct 2025
Selective Adversarial Attacks on LLM Benchmarks Ivan Dubrovsky Anastasia Orlova Illarion Iov Nina Gubina Irena Gureeva Alexey Zaytsev AAML 76 0 0 15 Oct 2025
GatePro: Parameter-Free Expert Selection Optimization for Mixture-of-Experts Models Chen Zheng Y. Cai Deyi Liu Jin Ma Yiyuan Ma Y. Yang Jing Liu Yutao Zeng Xun Zhou Siyuan Qiao MoE 112 0 0 15 Oct 2025
Putting on the Thinking Hats: A Survey on Chain of Thought Fine-tuning from the Perspective of Human Reasoning Mechanism Xiaoshu Chen Sihang Zhou Ke Liang Duanyang Yuan Haoyuan Chen Xiaoyu Sun Linyuan Meng Xinwang Liu ReLM LRM 157 0 0 15 Oct 2025
RAGCap-Bench: Benchmarking Capabilities of LLMs in Agentic Retrieval Augmented Generation Systems Jingru Lin Chen Zhang Stephen Y. Liu Haizhou Li RALM 96 0 0 15 Oct 2025
PIShield: Detecting Prompt Injection Attacks via Intrinsic LLM Features Wei Zou Yupei Liu Yanting Wang Ying Chen Neil Zhenqiang Gong Jinyuan Jia AAML 154 0 0 15 Oct 2025
To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models Anna Hedström Salim I. Amoukou Tom Bewley Saumitra Mishra Manuela Veloso LLMSV 136 2 0 15 Oct 2025
Adaptive Reasoning Executor: A Collaborative Agent System for Efficient Reasoning Zehui Ling Deshu Chen Yichi Zhang Yuchen Liu Xigui Li Xin Guo Yuan Cheng LLMAG LRM 60 0 0 15 Oct 2025
Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math Shrey Pandit Austin Xu Xuan-Phi Nguyen Yifei Ming Caiming Xiong Shafiq Joty LRM 96 2 0 15 Oct 2025
End-to-End Multi-Modal Diffusion Mamba Chunhao Lu Qiang Lu Meichen Dong Jake Luo 90 3 0 15 Oct 2025
Tahakom LLM Guidelines and Recipes: From Pre-training Data to an Arabic LLM Areej AlOtaibi Lina Alyahya Raghad Alshabanah Shahad Alfawzan Shuruq Alarefei ... Waad Alahmed Omar Talabay Jalal Alowibdi Salem Alelyani Adel Bibi 133 0 0 15 Oct 2025
Evolution of meta's llama models and parameter-efficient fine-tuning of large language models: a survey Abdulhady Abas Abdullah Arkaitz Zubiaga Seyedali Mirjalili Amir Gandomi Fatemeh Daneshfar Mohammadsadra Amini Alan Salam Mohammed Hadi Veisi ALM 140 0 0 14 Oct 2025
Dr.LLM: Dynamic Layer Routing in LLMs Ahmed Heakl Martin Gubri Salman Khan Sangdoo Yun Seong Joon Oh ReLM 281 1 1 14 Oct 2025
KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems Hancheng Ye Zhengqi Gao Mingyuan Ma Qinsi Wang Yuzhe Fu ... Yueqian Lin Zhijian Liu Jianyi Zhang Danyang Zhuo Yiran Chen VLM 99 1 0 14 Oct 2025
Beyond Consensus: Mitigating the Agreeableness Bias in LLM Judge Evaluations Suryaansh Jain Umair Z. Ahmed Shubham Sahai Ben Leong 40 1 0 13 Oct 2025
LLM Knowledge is Brittle: Truthfulness Representations Rely on Superficial Resemblance Patrick Haller Mark Ibrahim Polina Kirichenko Levent Sagun Samuel J. Bell KELM 66 0 0 13 Oct 2025
UALM: Unified Audio Language Model for Understanding, Generation and Reasoning Jinchuan Tian Sang-gil Lee Zhifeng Kong Sreyan Ghosh Arushi Goel ... Shinji Watanabe Mohammad Shoeybi Bryan Catanzaro Rafael Valle Wei Ping AuLLM LRM 205 1 0 13 Oct 2025
Neural Weight Compression for Language Models Jegwang Ryu Minkyu Kim Seungjun Shin Hee Min Choi Dokwan Oh Jaeho Lee 80 0 0 13 Oct 2025
APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport Z. Li Yuege Feng Dandan Guo Jinpeng Hu Anningzhe Gao Xiang Wan 76 0 0 13 Oct 2025
Enabling Doctor-Centric Medical AI with LLMs through Workflow-Aligned Tasks and Benchmarks Wenya Xie Qingying Xiao Yu Zheng Xidong Wang Junying Chen ... Anningzhe Gao Prayag Tiwari Xiang Wan Feng Jiang Benyou Wang LM&MA 124 0 0 13 Oct 2025
MeTA-LoRA: Data-Efficient Multi-Task Fine-Tuning for Large Language Models Bo Cheng Xu Wang Jinda Liu Yi-Ju Chang Yuan Wu MoE ALM 116 0 0 13 Oct 2025
LLM Reasoning for Machine Translation: Synthetic Data Generation over Thinking Tokens A. Zebaze Rachel Bawden Benoît Sagot LRM 72 1 0 13 Oct 2025
PaperArena: An Evaluation Benchmark for Tool-Augmented Agentic Reasoning on Scientific Literature Daoyu Wang Mingyue Cheng Qi Liu Shuo Yu Zirui Liu Ze Guo LRM 141 1 0 13 Oct 2025
ADVICE: Answer-Dependent Verbalized Confidence Estimation Ki Jung Seo Sehun Lim Taeuk Kim 20 0 0 13 Oct 2025
Balancing Synthetic Data and Replay for Enhancing Task-Specific Capabilities Urs Spiegelhalter Jorg K. H. Franke Frank Hutter CLL KELM 112 0 0 13 Oct 2025
LogiNumSynth: Synthesizing Joint Logical-Numerical Reasoning Problems for Language Models Yiwei Liu Y. Li Xiao Li Gong Cheng LRM 48 0 0 13 Oct 2025
DND: Boosting Large Language Models with Dynamic Nested Depth Tieyuan Chen Xiaodong Chen Haoxing Chen Zhenzhong Lan W. Lin Jianguo Li MoE 145 0 0 13 Oct 2025
Rethinking RL Evaluation: Can Benchmarks Truly Reveal Failures of RL Methods? Z. Chen Yiming Zhang Hengguang Zhou Zenghui Ding Yining Sun Cho-Jui Hsieh OffRL ALM ELM 73 0 0 12 Oct 2025
Rethinking LLM Evaluation: Can We Evaluate LLMs with 200x Less Data? Shaobo Wang C. Wang Wenjie Fu Yue Min Mingquan Feng ... Kexin Yang Xingzhang Ren Fei Huang Dayiheng Liu Linfeng Zhang 100 0 0 12 Oct 2025
D3MAS: Decompose, Deduce, and Distribute for Enhanced Knowledge Sharing in Multi-Agent Systems Heng Zhang Yuling Shi Xiaodong Gu Haochen You Zijian Zhang Lubin Gan Yilei Yuan Jin Huang 56 0 0 12 Oct 2025
RePro: Training Language Models to Faithfully Recycle the Web for Pretraining Zichun Yu Chenyan Xiong OnRL 156 0 0 12 Oct 2025
Trace Length is a Simple Uncertainty Signal in Reasoning Models Siddartha Devic Charlotte Peale Arwen Bradley Sinead Williamson Preetum Nakkiran Aravind Gollakota LRM 104 0 0 12 Oct 2025
AnyBCQ: Hardware Efficient Flexible Binary-Coded Quantization for Multi-Precision LLMs Gunho Park Jeongin Bae Beomseok Kwon Byeongwook Kim S. Kwon Dongsoo Lee MQ 120 1 0 12 Oct 2025
HyperAgent: Leveraging Hypergraphs for Topology Optimization in Multi-Agent Communication Heng Zhang Yuling Shi Xiaodong Gu Zijian Zhang Haochen You Lubin Gan Yilei Yuan Jin Huang 64 0 0 12 Oct 2025
MedCoAct: Confidence-Aware Multi-Agent Collaboration for Complete Clinical Decision Hongjie Zheng Zesheng Shi Ping Yi 62 0 0 12 Oct 2025
SASER: Stego attacks on open-source LLMs Ming Tan Wei Li Hu Tao Hailong Ma Aodi Liu Qian Chen Zilong Wang AAML 102 0 0 12 Oct 2025
Harnessing Consistency for Robust Test-Time LLM Ensemble Zhichen Zeng Qi Yu Xiao Lin Ruizhong Qiu Xuying Ning Tianxin Wei Yuchen Yan Jingrui He Hanghang Tong 64 0 0 12 Oct 2025

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Measuring Massive Multitask Language Understanding

Papers citing "Measuring Massive Multitask Language Understanding"