Measuring Massive Multitask Language Understanding

7 September 2020

Papers citing "Measuring Massive Multitask Language Understanding"

50 / 746 papers shown

Title
Self-Memory Alignment: Mitigating Factual Hallucinations with Generalized Improvement Siyuan Zhang Y. Zhang Yinpeng Dong Hang Su HILM KELM 172 0 0 26 Feb 2025
BIG-Bench Extra Hard Mehran Kazemi Bahare Fatemi Hritik Bansal John Palowitch Chrysovalantis Anastasiou ... Kate Olszewska Yi Tay Vinh Q. Tran Quoc V. Le Orhan Firat ELM LRM 117 5 0 26 Feb 2025
Shh, don't say that! Domain Certification in LLMs Cornelius Emde Alasdair Paren Preetham Arvind Maxime Kayser Tom Rainforth Thomas Lukasiewicz Bernard Ghanem Philip H. S. Torr Adel Bibi 47 1 0 26 Feb 2025
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems Matthew Barker Andrew Bell Evan Thomas James Carr Thomas Andrews Umang Bhatt 80 1 0 25 Feb 2025
A General Framework to Enhance Fine-tuning-based LLM Unlearning J. Ren Zhenwei Dai X. Tang Hui Liu Jingying Zeng ... R. Goutam Suhang Wang Yue Xing Qi He Hui Liu MU 160 1 0 25 Feb 2025
Reversal Blessing: Thinking Backward May Outpace Thinking Forward in Multi-choice Questions Yizhe Zhang Richard He Bai Zijin Gu Ruixiang Zhang Jiatao Gu Emmanuel Abbe Samy Bengio Navdeep Jaitly LRM BDL 55 1 0 25 Feb 2025
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support G. Wang Minyu Gao Shuai Yang Ya Zhang Lizhi He ... Yexuan Zhang Wanyue Li Lu Chen Jintao Fei Xin Li 104 1 0 25 Feb 2025
When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models Weilan Wang Yu Mao Dongdong Tang Hongchao Du Nan Guan Chun Jason Xue MQ 62 1 0 24 Feb 2025
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility Martin Kuo Jingyang Zhang Jianyi Zhang Minxue Tang Louis DiValentin ... William Chen Amin Hass Tianlong Chen Y. Chen H. Li MU KELM 37 2 0 24 Feb 2025
More for Keys, Less for Values: Adaptive KV Cache Quantization Mohsen Hariri Lam Nguyen Sixu Chen Shaochen Zhong Qifan Wang Xia Hu Xiaotian Han V. Chaudhary MQ 40 0 0 24 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 86 3 0 24 Feb 2025
PiCO: Peer Review in LLMs based on the Consistency Optimization Kun-Peng Ning Shuo Yang Yu-Yang Liu Jia-Yu Yao Zhen-Hui Liu Yu Wang Ming Pang Li Yuan ALM 69 8 0 24 Feb 2025
Understand User Opinions of Large Language Models via LLM-Powered In-the-Moment User Experience Interviews Mengqiao Liu Tevin Wang Cassandra A. Cohen Sarah Li Chenyan Xiong LRM 69 0 0 24 Feb 2025
LongAttn: Selecting Long-context Training Data via Token-level Attention Longyun Wu Dawei Zhu Guangxiang Zhao Zhuocheng Yu Junfeng Ran Xiangyu Wong Lin Sun Sujian Li 41 0 0 24 Feb 2025
The Relationship Between Reasoning and Performance in Large Language Models -- o3 (mini) Thinks Harder, Not Longer Marthe Ballon Andres Algaba Vincent Ginis LRM ReLM 36 4 0 24 Feb 2025
Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models Raeid Saqur Anastasis Kratsios Florian Krach Yannick Limmer Jacob-Junqi Tian John Willes Blanka Horvath Frank Rudzicz MoE 45 0 0 24 Feb 2025
Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing Yi-Kai Zhang De-Chuan Zhan Han-Jia Ye ALM ELM LRM 36 1 0 24 Feb 2025
Large Language Models and Mathematical Reasoning Failures Johan Boye Birger Moell ELM LRM 48 2 0 24 Feb 2025
R-LoRA: Random Initialization of Multi-Head LoRA for Multi-Task Learning Jinda Liu Yi-Ju Chang Yuan Wu 55 0 0 24 Feb 2025
Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs Jan Betley Daniel Tan Niels Warncke Anna Sztyber-Betley Xuchan Bao Martín Soto Nathan Labenz Owain Evans AAML 78 9 0 24 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 53 10 0 24 Feb 2025
Model Lakes Koyena Pal David Bau Renée J. Miller 65 0 0 24 Feb 2025
Distributional Scaling Laws for Emergent Capabilities Rosie Zhao Tian Qin David Alvarez-Melis Sham Kakade Naomi Saphra LRM 37 0 0 24 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 66 0 0 24 Feb 2025
Speed and Conversational Large Language Models: Not All Is About Tokens per Second Javier Conde Miguel González Pedro Reviriego Zhen Gao Shanshan Liu Fabrizio Lombardi 32 3 0 23 Feb 2025
IPO: Your Language Model is Secretly a Preference Classifier Shivank Garg Ayush Singh Shweta Singh Paras Chopra 125 1 0 22 Feb 2025
A generative approach to LLM harmfulness detection with special red flag tokens Sophie Xhonneux David Dobre Mehrnaz Mohfakhami Leo Schwinn Gauthier Gidel 47 1 0 22 Feb 2025
A Survey on Feedback-based Multi-step Reasoning for Large Language Models on Mathematics Ting-Ruen Wei Haowei Liu Xuyang Wu Yi Fang LRM AI4CE ReLM KELM 185 1 0 21 Feb 2025
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation Shuo Tang Xianghe Pang Zexi Liu Bohan Tang Rui Ye Xiaowen Dong Y. Wang Yanfeng Wang S. Chen SyDa LLMAG 129 3 0 21 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 B. Wang Weipeng Chen VLM 201 2 0 20 Feb 2025
Faster WIND: Accelerating Iterative Best-of- $N$ Distillation for LLM Alignment Tong Yang Jincheng Mei H. Dai Zixin Wen Shicong Cen Dale Schuurmans Yuejie Chi Bo Dai 43 4 0 20 Feb 2025
Multilingual Language Model Pretraining using Machine-translated Data Jiayi Wang Yao Lu Maurice Weber Max Ryabinin David Ifeoluwa Adelani Yihong Chen Raphael Tang Pontus Stenetorp LRM 75 2 0 20 Feb 2025
Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models Shuqi Liu Han Wu Bowei He Xiongwei Han M. Yuan Linqi Song MoMe 50 1 0 20 Feb 2025
Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes Bryan R Christ Zack Gottesman Jonathan Kropko Thomas Hartvigsen LRM 51 2 0 20 Feb 2025
Simplify RLHF as Reward-Weighted SFT: A Variational Method Yuhao Du Z. Li Pengyu Cheng Zhihong Chen Yuejiao Xie Xiang Wan Anningzhe Gao 38 1 0 20 Feb 2025
Evaluating Large Language Models for Public Health Classification and Extraction Tasks Joshua Harris Timothy Laurence Leo Loman Fan Grayson Toby Nonnenmacher ... Hamish Mohammed Thomas Finnie Luke Hounsome Michael Borowitz Steven Riley LM&MA AI4MH 81 5 0 20 Feb 2025
Varco Arena: A Tournament Approach to Reference-Free Benchmarking Large Language Models Seonil Son Ju-Min Oh Heegon Jin Cheolhun Jang Jeongbeom Jeong Kuntae Kim 44 0 0 20 Feb 2025
LUME: LLM Unlearning with Multitask Evaluations Anil Ramakrishna Yixin Wan Xiaomeng Jin Kai-Wei Chang Zhiqi Bu Bhanukiran Vinzamuri V. Cevher Mingyi Hong Rahul Gupta CLL MU 101 7 0 20 Feb 2025
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers Anton Razzhigaev Matvey Mikhalchuk Temurbek Rahmatullaev Elizaveta Goncharova Polina Druzhinina Ivan V. Oseledets Andrey Kuznetsov 61 2 0 20 Feb 2025
Benchmarking Post-Training Quantization in LLMs: Comprehensive Taxonomy, Unified Evaluation, and Comparative Analysis J. Zhao M. Wang Miao Zhang Yuzhang Shang Xuebo Liu Yaowei Wang Min Zhang Liqiang Nie MQ 58 1 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 X. Li Ninghao Liu MedIm 46 2 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 86 0 0 18 Feb 2025
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong C. Yu X. Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 76 2 0 18 Feb 2025
Exploring Translation Mechanism of Large Language Models Hongbin Zhang Kehai Chen Xuefeng Bai Xiucheng Li Yang Xiang Min Zhang 59 1 0 17 Feb 2025
Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? Xueru Wen Jie Lou Y. Lu Hongyu Lin Xing Yu Xinyu Lu Ben He Xianpei Han Debing Zhang Le Sun ALM 61 4 0 17 Feb 2025
Beyond the Singular: The Essential Role of Multiple Generations in Effective Benchmark Evaluation and Analysis Wenbo Zhang Hengrui Cai Wenyu Chen 77 0 0 17 Feb 2025
Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning Hwan Chang Hwanhee Lee MU 42 0 0 17 Feb 2025
A Unified Approach to Routing and Cascading for LLMs Jasper Dekoninck Maximilian Baader Martin Vechev 60 2 0 17 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 58 0 0 16 Feb 2025
Quantifying the Capability Boundary of DeepSeek Models: An Application-Driven Performance Analysis Kaikai Zhao Zhaoxiang Liu Xuejiao Lei Ning Wang Zhenhong Long ... Minjie Hua Kai Wang W. Liu Kai Wang Shiguo Lian ELM LRM 52 1 0 16 Feb 2025