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GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

20 April 2018

Amanpreet Singh

Papers citing "GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding"

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Mobile-MMLU: A Mobile Intelligence Language Understanding Benchmark Sondos Mahmoud Bsharat Mukul Ranjan Aidar Myrzakhan Jiacheng Liu Bowei Guo Shengkun Tang Zhuang Liu Yuanzhi Li Zhiqiang Shen ELM 118 1 0 26 Mar 2025
Cyborg Data: Merging Human with AI Generated Training Data Kai North Christopher Ormerod 68 0 0 26 Mar 2025
VectorFit : Adaptive Singular & Bias Vector Fine-Tuning of Pre-trained Foundation Models Suhas G Hegde S. K Aruna Tiwari 88 1 0 25 Mar 2025
Maximum Redundancy Pruning: A Principle-Driven Layerwise Sparsity Allocation for LLMs Chang Gao Kang Zhao Jianfei Chen Liping Jing 83 0 0 24 Mar 2025
LANGALIGN: Enhancing Non-English Language Models via Cross-Lingual Embedding Alignment Jong Myoung Kim Young-Jun Lee Ho-Jin Choi Sangkeun Jung 102 0 0 24 Mar 2025
ZeroLM: Data-Free Transformer Architecture Search for Language Models Zhen-Song Chen Hong-Wei Ding Xian-Jia Wang Witold Pedrycz 96 0 0 24 Mar 2025
PAD: Towards Efficient Data Generation for Transfer Learning Using Phrase Alignment Jong Myoung Kim Young-Jun_Lee Ho-Jin Choi Sangkeun Jung 100 0 0 24 Mar 2025
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning Pieyi Zhang Richong Zhang Zhijie Nie VLM 138 0 0 23 Mar 2025
DeLoRA: Decoupling Angles and Strength in Low-rank Adaptation Massimo Bini Leander Girrbach Zeynep Akata 215 1 0 23 Mar 2025
CausalRivers -- Scaling up benchmarking of causal discovery for real-world time-series Gideon Stein M. Shadaydeh Jan Blunk Niklas Penzel Joachim Denzler AI4TS 78 1 0 21 Mar 2025
Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models Suho Yoo Hyunjong Ok Jaeho Lee AuLLM RALM 103 0 0 21 Mar 2025
InhibiDistilbert: Knowledge Distillation for a ReLU and Addition-based Transformer Tony Zhang Rickard Brännvall 79 0 0 20 Mar 2025
Unified Enhancement of the Generalization and Robustness of Language Models via Bi-Stage Optimization Yizhou Sun Juan Yin Juan Zhao Fan Zhang Yongheng Liu Hongji Chen 62 0 0 19 Mar 2025
Measuring AI Ability to Complete Long Tasks Thomas Kwa Ben West Joel Becker Amy Deng Katharyn Garcia ... Lucas Jun Koba Sato H. Wijk Daniel M. Ziegler Elizabeth Barnes Lawrence Chan ELM 284 18 0 18 Mar 2025
Harnessing Test-time Adaptation for NLU tasks Involving Dialects of English Duke Nguyen Aditya Joshi Flora D. Salim 81 0 0 17 Mar 2025
Triad: Empowering LMM-based Anomaly Detection with Vision Expert-guided Visual Tokenizer and Manufacturing Process Yuanze Li Shihao Yuan Haolin Wang Qizhang Li Ming-Yu Liu Chen Xu Guangming Shi Wangmeng Zuo 83 2 0 17 Mar 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization Hao Mark Chen S. Hu Wayne Luk Timothy M. Hospedales Hongxiang Fan MoMe 119 1 0 16 Mar 2025
TLUE: A Tibetan Language Understanding Evaluation Benchmark Fan Gao Cheng Huang Nyima Tashi Xiangxiang Wang Thupten Tsering ... Gadeng Luosang Rinchen Dongrub Dorje Tashi Xiao Feng Yongbin Yu ELM 253 2 0 15 Mar 2025
A Survey on Federated Fine-tuning of Large Language Models Yebo Wu Chunlin Tian Jingguang Li He Sun Kahou Tam Zhanting Zhou Haicheng Liao Zhijiang Guo Li Li Chengzhong Xu FedML 154 5 0 15 Mar 2025
LAG-MMLU: Benchmarking Frontier LLM Understanding in Latvian and Giriama Naome A. Etori Kevin Lu Randu Karisa Arturs Kanepajs LRM ELM 479 0 0 14 Mar 2025
MoLEx: Mixture of Layer Experts for Finetuning with Sparse Upcycling R. Teo T. Nguyen MoE 149 2 0 14 Mar 2025
Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques Neusha Javidnia B. Rouhani F. Koushanfar 549 0 0 14 Mar 2025
reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs Zhaofeng Wu Michihiro Yasunaga Andrew Cohen Yoon Kim Asli Celikyilmaz Marjan Ghazvininejad 90 3 0 14 Mar 2025
Towards Extreme Pruning of LLMs with Plug-and-Play Mixed Sparsity Chi Xu Gefei Zhang Yantong Zhu Luca Benini Guosheng Hu Yawei Li Zhihong Zhang 58 1 0 14 Mar 2025
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation Weihao Xuan Rui Yang Heli Qi Qingcheng Zeng Yunze Xiao ... Edison Marrese-Taylor Shijian Lu Yusuke Iwasawa Yutaka Matsuo Irene Li ELM 213 7 0 13 Mar 2025
Do I look like a `cat.n.01` to you? A Taxonomy Image Generation Benchmark Viktor Moskvoretskii Alina Lobanova Ekaterina Neminova Chris Biemann Alexander Panchenko Irina Nikishina 82 0 0 13 Mar 2025
Efficient Federated Fine-Tuning of Large Language Models with Layer Dropout Shilong Wang Jianchun Liu Hongli Xu Jiaming Yan Xianjun Gao 147 1 0 13 Mar 2025
Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors Runxi Cheng Feng Xiong Yongxian Wei Wanyun Zhu Chun Yuan MoMe 133 1 0 11 Mar 2025
Multi-Cue Adaptive Visual Token Pruning for Large Vision-Language Models Bozhi Luan Wengang Zhou Hao Feng Zhe Wang Xiaosong Li Haoyang Li VLM 123 0 0 11 Mar 2025
Assessing the Macro and Micro Effects of Random Seeds on Fine-Tuning Large Language Models Hao Zhou Guergana Savova Lijing Wang 122 0 0 10 Mar 2025
Gender Encoding Patterns in Pretrained Language Model Representations Mahdi Zakizadeh Mohammad Taher Pilehvar 208 0 0 09 Mar 2025
Green Prompting Marta Adamska Daria Smirnova Hamid Nasiri Zhengxin Yu Peter Garraghan 527 1 0 09 Mar 2025
Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform Chenyu Huang Peng Ye Xinyu Wang Shenghe Zheng Biqing Qi Lei Bai Wanli Ouyang Tao Chen 59 2 0 09 Mar 2025
Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts Shwai He Weilin Cai Jiayi Huang Ang Li MoE 185 2 0 07 Mar 2025
Quantum-PEFT: Ultra parameter-efficient fine-tuning Toshiaki Koike-Akino F. Tonin Yongtao Wu Frank Zhengqing Wu Leyla Naz Candogan Volkan Cevher MQ 221 5 0 07 Mar 2025
Toward an Evaluation Science for Generative AI Systems Laura Weidinger Deb Raji Hanna M. Wallach Margaret Mitchell Angelina Wang Olawale Salaudeen Rishi Bommasani Sayash Kapoor Deep Ganguli Sanmi Koyejo EGVM ELM 110 10 0 07 Mar 2025
AutoTestForge: A Multidimensional Automated Testing Framework for Natural Language Processing Models Hengrui Xing Cong Tian Liang Zhao Zejun Ma WenSheng Wang N. Zhang Chao Huang Zhenhua Duan 74 0 0 07 Mar 2025
Shifting Perspectives: Steering Vector Ensembles for Robust Bias Mitigation in LLMs Zara Siddique Irtaza Khalid Liam D. Turner Luis Espinosa-Anke LLMSV 161 2 0 07 Mar 2025
Towards Data-Efficient Language Models: A Child-Inspired Approach to Language Learning Mohammad Amin Ghanizadeh Mohammad Javad Dousti 82 1 0 06 Mar 2025
Tgea: An error-annotated dataset and benchmark tasks for text generation from pretrained language models Jie He Bo Peng Yi-Lun Liao Qun Liu Deyi Xiong 109 8 0 06 Mar 2025
PriFFT: Privacy-preserving Federated Fine-tuning of Large Language Models via Hybrid Secret Sharing Zhichao You Xuewen Dong Ke Cheng Xutong Mu Jiaxuan Fu Shiyang Ma Qiang Qu Yulong Shen FedML 113 0 0 05 Mar 2025
Personalized Federated Fine-tuning for Heterogeneous Data: An Automatic Rank Learning Approach via Two-Level LoRA Jie Hao Yuman Wu Ali Payani Myungjin Lee Mingrui Liu 124 2 0 05 Mar 2025
Token-Level Privacy in Large Language Models Reém Harel Niv Gilboa Yuval Pinter 89 0 0 05 Mar 2025
Sarcasm Detection as a Catalyst: Improving Stance Detection with Cross-Target Capabilities Gibson Nkhata Shi Yin Hong Susan Gauch 91 0 0 05 Mar 2025
Privacy and Accuracy-Aware AI/ML Model Deduplication Hong Guan Lei Yu Lixi Zhou Li Xiong Kanchan Chowdhury Lulu Xie Xusheng Xiao Jia Zou 79 0 0 04 Mar 2025
MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality Shuaike Li Kai Zhang Qiang Liu Enhong Chen KELM 128 1 0 04 Mar 2025
Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace Jia-Chen Zhang Yu-Jie Xiong Chun-Ming Xia Dong-Hai Zhu Xi-He Qiu 105 4 0 03 Mar 2025
Analyzing the Safety of Japanese Large Language Models in Stereotype-Triggering Prompts Akito Nakanishi Yukie Sano Geng Liu Francesco Pierri 95 0 0 03 Mar 2025
Revisiting Large Language Model Pruning using Neuron Semantic Attribution Yizhuo Ding Xinwei Sun Yanwei Fu Guosheng Hu 73 2 0 03 Mar 2025
AutoAdvExBench: Benchmarking autonomous exploitation of adversarial example defenses Nicholas Carlini Javier Rando Edoardo Debenedetti Milad Nasr F. Tramèr AAML ELM 92 3 0 03 Mar 2025