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Measuring Massive Multitask Language Understanding

7 September 2020

Papers citing "Measuring Massive Multitask Language Understanding"

50 / 3,408 papers shown

Title
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models Yeming Wen Swarat Chaudhuri 89 0 0 11 Nov 2024
WDMoE: Wireless Distributed Mixture of Experts for Large Language Models Nan Xue Yaping Sun Zhiyong Chen Meixia Tao Xiaodong Xu Liang Qian Shuguang Cui Wenjun Zhang Ping Zhang MoE 39 1 0 11 Nov 2024
LLM-NEO: Parameter Efficient Knowledge Distillation for Large Language Models Runming Yang Taiqiang Wu Jiahao Wang Pengfei Hu Ngai Wong Yujiu Yang Yujiu Yang 448 1 0 11 Nov 2024
Benchmarking LLMs' Judgments with No Gold Standard Shengwei Xu Yuxuan Lu Grant Schoenebeck Yuqing Kong 86 4 0 11 Nov 2024
Epistemic Integrity in Large Language Models Bijean Ghafouri Shahrad Mohammadzadeh James Zhou Pratheeksha Nair Jacob-Junqi Tian ... Mayank Goel Sukanya Krishna Reihaneh Rabbany Jean-Francois Godbout Kellin Pelrine HILM 86 0 0 10 Nov 2024
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment Zhen Zhang Xinyu Wang Yong Jiang Zhuo Chen Feiteng Mu Mengting Hu Pengjun Xie Fei Huang KELM 102 3 0 09 Nov 2024
SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models Jinghan He Haiyun Guo Kuan Zhu Zihan Zhao Ming Tang Jinqiao Wang KELM 114 4 0 09 Nov 2024
The Dark Patterns of Personalized Persuasion in Large Language Models: Exposing Persuasive Linguistic Features for Big Five Personality Traits in LLMs Responses Wiktoria Mieleszczenko-Kowszewicz Dawid Płudowski Filip Kołodziejczyk Jakub Świstak Julian Sienkiewicz P. Biecek 109 3 0 08 Nov 2024
Quantifying artificial intelligence through algorithmic generalization Takuya Ito Murray Campbell L. Horesh Tim Klinger Parikshit Ram ELM 124 0 0 08 Nov 2024
Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards Varvara Arzt Allan Hanbury 62 2 0 07 Nov 2024
DELIFT: Data Efficient Language model Instruction Fine Tuning Ishika Agarwal Krishnateja Killamsetty Lucian Popa Marina Danilevksy ALM VLM 140 4 0 07 Nov 2024
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models Siming Huang Tianhao Cheng J.K. Liu Jiaran Hao L. Song ... Ge Zhang Zili Wang Yuan Qi Yinghui Xu Wei Chu ALM 216 31 0 07 Nov 2024
Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? Daniel P. Jeong Saurabh Garg Zachary Chase Lipton Michael Oberst LM&MA VLM ELM 75 14 0 06 Nov 2024
Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation Yuhang Liu Xueyu Hu Shengyu Zhang Jingyuan Chen Fan Wu Leilei Gan RALM 40 0 0 06 Nov 2024
Interactions Across Blocks in Post-Training Quantization of Large Language Models Khasmamad Shabanovi Lukas Wiest Vladimir Golkov Daniel Cremers Thomas Pfeil MQ 75 1 0 06 Nov 2024
Crystal: Illuminating LLM Abilities on Language and Code Tianhua Tao Junbo Li Bowen Tan Hongyi Wang William Marshall ... Joel Hestness Natalia Vassilieva Zhiqiang Shen Eric P. Xing Zhengzhong Liu 85 5 0 06 Nov 2024
A Bayesian Approach to Data Point Selection Xinnuo Xu Minyoung Kim Royson Lee Brais Martínez Timothy M. Hospedales 92 0 0 06 Nov 2024
Automating Exploratory Proteomics Research via Language Models Ning Ding Li Sheng Linhai Xie Yifei Li Ziqiang Liu ... Youbang Sun Yang Li Dong Li Fuchu He Bowen Zhou 129 4 0 06 Nov 2024
From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond Harsha Nori Naoto Usuyama Nicholas King S. McKinney Xavier Fernandes Sheng Zhang Eric Horvitz LRM LM&MA ELM VLM 107 13 0 06 Nov 2024
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering Laura Cabello Carmen Martin-Turrero Uchenna Akujuobi Anders Søgaard Carlos Bobed AI4MH 346 1 0 06 Nov 2024
Number Cookbook: Number Understanding of Language Models and How to Improve It Haotong Yang Yi Hu Shijia Kang Zhouchen Lin Muhan Zhang LRM 112 8 0 06 Nov 2024
Classification Done Right for Vision-Language Pre-Training Zilong Huang Qinghao Ye Bingyi Kang Jiashi Feng Haoqi Fan CLIP VLM 130 4 0 05 Nov 2024
The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare Souren Pashangpour Goldie Nejat LM&MA 93 9 0 05 Nov 2024
Photon: Federated LLM Pre-Training Lorenzo Sani Alex Iacob Zeyu Cao Royson Lee Bill Marino ... Dongqi Cai Zexi Li Wanru Zhao Xinchi Qiu Nicholas D. Lane AI4CE 88 9 0 05 Nov 2024
Stochastic Monkeys at Play: Random Augmentations Cheaply Break LLM Safety Alignment Jason Vega Junsheng Huang Gaokai Zhang Hangoo Kang Minjia Zhang Gagandeep Singh 76 1 0 05 Nov 2024
Pricing and Competition for Generative AI Rafid Mahmood 76 4 0 04 Nov 2024
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark Edward Vendrow Omiros Pantazis Alexander Shepard Gabriel J. Brostow Kate E. Jones Oisin Mac Aodha Sara Beery Grant Van Horn VLM 111 7 0 04 Nov 2024
TableGPT2: A Large Multimodal Model with Tabular Data Integration Aofeng Su Aowen Wang Chao Ye Chen Zhou G. Zhang ... Xijun Gu Xingwu Sun Xianrui Li Yue Yang Zhiqing Xiao PINN VLM LMTD 138 23 0 04 Nov 2024
Sparsing Law: Towards Large Language Models with Greater Activation Sparsity Yuqi Luo Chenyang Song Xu Han Yuxiao Chen Chaojun Xiao Zhiyuan Liu Maosong Sun Jiansheng Wei Zhiyuan Liu Maosong Sun 147 7 0 04 Nov 2024
Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages Hoang Nguyen Khyati Mahajan Vikas Yadav Philip S. Yu Philip S. Yu Masoud Hashemi Rishabh Maheshwary 149 0 0 04 Nov 2024
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs Haneul Yoo Cheonbok Park Sangdoo Yun Alice Oh Hwaran Lee 93 5 0 04 Nov 2024
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors Yuefeng Peng Junda Wang Hong-ye Yu Amir Houmansadr SILM 126 3 0 03 Nov 2024
FEET: A Framework for Evaluating Embedding Techniques Simon A. Lee John Lee Jeffrey N. Chiang 82 4 0 02 Nov 2024
Rule Based Rewards for Language Model Safety Tong Mu Alec Helyar Johannes Heidecke Joshua Achiam Andrea Vallone Ian Kivlichan Molly Lin Alex Beutel John Schulman Lilian Weng ALM 130 50 0 02 Nov 2024
What Features in Prompts Jailbreak LLMs? Investigating the Mechanisms Behind Attacks Nathalie Maria Kirch Constantin Weisser Severin Field Helen Yannakoudakis Stephen Casper 86 6 0 02 Nov 2024
TODO: Enhancing LLM Alignment with Ternary Preferences Yuxiang Guo Lu Yin Bo Jiang Jiaqi Zhang 131 3 0 02 Nov 2024
Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models Do Xuan Long Duong Ngoc Yen Anh Tuan Luu Kenji Kawaguchi Min-Yen Kan Nancy F. Chen KELM ELM LRM 117 7 0 01 Nov 2024
MoD: A Distribution-Based Approach for Merging Large Language Models Quy-Anh Dang Chris Ngo MoMe VLM 77 0 0 01 Nov 2024
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering Jiwoong Sohn Yein Park Chanwoong Yoon Sihyeon Park Hyeon Hwang Mujeen Sung Hyunjae Kim Jaewoo Kang RALM 135 10 0 01 Nov 2024
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models Kazi Ahmed Asif Fuad Lizhong Chen 128 0 0 01 Nov 2024
Language Models can Self-Lengthen to Generate Long Texts Shanghaoran Quan Tianyi Tang Bowen Yu An Yang Dayiheng Liu Bofei Gao Jianhong Tu Yichang Zhang Jingren Zhou Junyang Lin ALM SyDa 81 11 0 31 Oct 2024
Reasons and Solutions for the Decline in Model Performance after Editing Xiusheng Huang Jiaxiang Liu Yequan Wang Kang Liu KELM 103 7 0 31 Oct 2024
What is Wrong with Perplexity for Long-context Language Modeling? Lizhe Fang Yifei Wang Zhaoyang Liu Chenheng Zhang Stefanie Jegelka Jinyang Gao Bolin Ding Yisen Wang 157 13 0 31 Oct 2024
Constraint Back-translation Improves Complex Instruction Following of Large Language Models Yunjia Qi Hao Peng Xinyu Wang Bin Xu Lei Hou Juanzi Li 106 4 0 31 Oct 2024
Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists Michał Pietruszka Łukasz Borchmann Aleksander Jędrosz Paweł Morawiecki ELM 47 1 0 30 Oct 2024
Controlling Language and Diffusion Models by Transporting Activations P. Rodríguez Arno Blaas Michal Klein Luca Zappella N. Apostoloff Marco Cuturi Xavier Suau LLMSV 128 6 0 30 Oct 2024
From Babble to Words: Pre-Training Language Models on Continuous Streams of Phonemes Zébulon Goriely Richard Diehl Martinez Andrew Caines Lisa Beinborn P. Buttery CLL 106 5 0 30 Oct 2024
Focus On This, Not That! Steering LLMs with Adaptive Feature Specification Tom A. Lamb Adam Davies Alasdair Paren Philip Torr Francesco Pinto 127 0 0 30 Oct 2024
Danoliteracy of Generative Large Language Models Søren Vejlgaard Holm Lars Kai Hansen Martin Carsten Nielsen ELM 88 0 0 30 Oct 2024
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Gabrielle Kaili-May Liu Bowen Shi Avi Caciularu Idan Szpektor Arman Cohan 160 4 0 30 Oct 2024