Measuring Massive Multitask Language Understanding

7 September 2020

Papers citing "Measuring Massive Multitask Language Understanding"

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Title
Distributional Scaling Laws for Emergent Capabilities Rosie Zhao Tian Qin David Alvarez-Melis Sham Kakade Naomi Saphra LRM 39 1 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 68 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 44 1 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 53 0 0 24 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 94 3 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 74 0 0 24 Feb 2025
Large Language Models and Mathematical Reasoning Failures Johan Boye Birger Moell ELM LRM 48 2 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 40 3 0 23 Feb 2025
IPO: Your Language Model is Secretly a Preference Classifier Shivank Garg Ayush Singh Shweta Singh Paras Chopra 178 1 0 22 Feb 2025
Moving Beyond Medical Exam Questions: A Clinician-Annotated Dataset of Real-World Tasks and Ambiguity in Mental Healthcare Max Lamparth Declan Grabb Amy Franks Scott Gershan Kaitlyn N. Kunstman ... Monika Drummond Roots Manu Sharma Aryan Shrivastava N. Vasan Colleen Waickman 36 2 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 55 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 220 1 0 21 Feb 2025
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation Shuo Tang Xianghe Pang Zexi Liu Bohan Tang Guangyi Liu Xiaowen Dong Yanjie Wang Yanfeng Wang Tian Jin SyDa LLMAG 135 4 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 Bin Wang Xin Wu VLM 213 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 83 2 0 20 Feb 2025
Simplify RLHF as Reward-Weighted SFT: A Variational Method Yuhao Du Zehan Li Pengyu Cheng Zhihong Chen Yuejiao Xie Xiang Wan Anningzhe Gao 38 1 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 Oseledets Andrey Kuznetsov 69 2 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 57 3 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 83 5 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 45 4 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 63 1 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 46 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 109 7 0 20 Feb 2025
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings Weikai Lu Hao Peng Huiping Zhuang Cen Chen Ziqian Zeng 2 0 0 18 Feb 2025
Baichuan-M1: Pushing the Medical Capability of Large Language Models Binghui Wang Haizhou Zhao Huozhi Zhou Liang Song Mingyu Xu ... Yan Zhang Yifei Duan Yuyan Zhou Zhi-Ming Ma Zhikai Wu LM&MA ELM AI4MH 42 4 0 18 Feb 2025
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong Chao Yu X. Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 76 2 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 Xuzhao Li Ninghao Liu MedIm 50 2 0 18 Feb 2025
Language Models Can Predict Their Own Behavior Dhananjay Ashok Jonathan May ReLM AI4TS LRM 63 0 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 97 0 0 18 Feb 2025
Benchmarking Post-Training Quantization in LLMs: Comprehensive Taxonomy, Unified Evaluation, and Comparative Analysis Jun Zhao Ming Wang Miao Zhang Yuzhang Shang Xuebo Liu Yaowei Wang Min Zhang Liqiang Nie MQ 70 1 0 18 Feb 2025
PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models Jun Zhao Miao Zhang Ming Wang Yuzhang Shang Kaihao Zhang Weili Guan Yaowei Wang Min Zhang MQ 49 0 0 18 Feb 2025
Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? Xueru Wen Jie Lou Yaojie Lu Hongyu Lin Xing Yu Xinyu Lu Xianpei Han Xianpei Han Debing Zhang Le Sun ALM 61 5 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 82 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
Exploring Translation Mechanism of Large Language Models Hongbin Zhang Kehai Chen Xuefeng Bai Xiucheng Li Yang Xiang Min Zhang 67 1 0 17 Feb 2025
Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning Hwan Chang Hwanhee Lee MU 49 0 0 17 Feb 2025
Quantifying the Capability Boundary of DeepSeek Models: An Application-Driven Performance Analysis Kaikai Zhao Zhaoxiang Liu Xuejiao Lei Rongjia Du Zhenhong Long ... Minjie Hua Kai Wang Wei Liu Ning Wang Kai Wang ELM LRM 60 1 0 16 Feb 2025
Valuable Hallucinations: Realizable Non-realistic Propositions Qiucheng Chen Bo Wang LRM 59 0 0 16 Feb 2025
Leveraging Uncertainty Estimation for Efficient LLM Routing Tuo Zhang Asal Mehradfar Dimitrios Dimitriadis Salman Avestimehr 59 1 0 16 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 63 1 0 16 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation Hieu Nguyen Zihao He Shoumik Atul Gandre Ujjwal Pasupulety Sharanya Kumari Shivakumar Kristina Lerman HILM 59 1 0 16 Feb 2025
Large Language Diffusion Models Shen Nie Fengqi Zhu Zebin You Xiaolu Zhang Jingyang Ou Jun Hu Jun Zhou Yankai Lin Zhicheng Dou Chongxuan Li 112 17 0 14 Feb 2025
Mind the Gap! Choice Independence in Using Multilingual LLMs for Persuasive Co-Writing Tasks in Different Languages Shreyan Biswas Alexander Erlei U. Gadiraju 107 4 0 13 Feb 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding Zihan Wang Muneeza Azmart Ang Li R. Horesh Mikhail Yurochkin 118 1 0 11 Feb 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models Xu Huang Wenhao Zhu Hanxu Hu Zeang Sheng Lei Li Shujian Huang Fei Yuan ELM 59 3 0 11 Feb 2025
Unbiased Evaluation of Large Language Models from a Causal Perspective Meilin Chen Jian Tian Liang Ma Di Xie Weijie Chen Jiang Zhu ALM ELM 56 0 0 10 Feb 2025
EfficientLLM: Scalable Pruning-Aware Pretraining for Architecture-Agnostic Edge Language Models Xingrun Xing Zheng Liu Shitao Xiao Boyan Gao Yiming Liang Wanpeng Zhang Haokun Lin Guoqi Li Jiajun Zhang LRM 64 1 0 10 Feb 2025
The Curse of Depth in Large Language Models Wenfang Sun Xinyuan Song Pengxiang Li Lu Yin Yefeng Zheng Shiwei Liu 75 4 0 09 Feb 2025
Reinforced Lifelong Editing for Language Models Zherui Li Houcheng Jiang Hao Chen Baolong Bi Zhenhong Zhou Fei Sun Junfeng Fang Qing Guo KELM 59 5 0 09 Feb 2025
Evaluating Vision-Language Models for Emotion Recognition Sree Bhattacharyya James Z. Wang VLM 60 0 0 08 Feb 2025