v1v2v3 (latest)

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"

50 / 4,447 papers shown

Title
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection Yixian Shen Qi Bi Jia-Hong Huang Hongyi Zhu Andy D. Pimentel Anuj Pathania 17 0 0 29 May 2025
Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics Shiwei Li Xiandi Luo Xing Tang Haozhao Wang Hao Chen Weihong Luo Yuhua Li Xiuqiang He Ruixuan Li AI4CE 45 0 0 29 May 2025
Look Within or Look Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning Yongkang Liu Xingle Xu Ercong Nie Zijing Wang Shi Feng Daling Wang Qian Li Hinrich Schutze 21 0 0 28 May 2025
Budget-Adaptive Adapter Tuning in Orthogonal Subspaces for Continual Learning in LLMs Zhiyi Wan Wanrou Du Liang Li Miao Pan Xiaoqi Qin CLL 30 0 0 28 May 2025
Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Christopher Ormerod 15 0 0 28 May 2025
Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments Marc Feger Katarina Boland Stefan Dietze 28 0 0 28 May 2025
Improving Continual Pre-training Through Seamless Data Packing Ruicheng Yin Xuan Gao Changze Lv Xiaohua Wang Xiaoqing Zheng Xuanjing Huang 21 0 0 28 May 2025
ACE: Exploring Activation Cosine Similarity and Variance for Accurate and Calibration-Efficient LLM Pruning Zhendong Mi Zhenglun Kong Geng Yuan Shaoyi Huang 43 0 0 28 May 2025
MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning Dacao Zhang Kun Zhang Shimao Chu Le Wu Xin Li Si Wei MoE ALM OffRL 32 0 0 28 May 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Dongyue Li Ziniu Zhang Lu Wang Hongyang R. Zhang 28 1 0 28 May 2025
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors Filippo Rinaldi Giacomo Capitani Lorenzo Bonicelli Donato Crisostomi Federico Bolelli E. Ficarra Emanuele Rodolà Simone Calderara Angelo Porrello 12 0 0 28 May 2025
Revisiting Bayesian Model Averaging in the Era of Foundation Models Mijung Park UQCV MoMe 17 0 0 28 May 2025
Advancing Expert Specialization for Better MoE Hongcan Guo Haolang Lu Guoshun Nan Bolun Chu Jialin Zhuang Yuan Yang Wenhao Che Sicong Leng Qimei Cui Xudong Jiang MoE MoMe 84 0 0 28 May 2025
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging Haobo Zhang Jiayu Zhou MoMe 40 0 0 28 May 2025
How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian Andrea Pedrotti Giulia Rambelli Caterina Villani Marianna Bolognesi 19 0 0 27 May 2025
DLP: Dynamic Layerwise Pruning in Large Language Models Yuli Chen B. Cheng Jiale Han Yingying Zhang Yingting Li Shuhao Zhang 42 0 0 27 May 2025
Leaner Transformers: More Heads, Less Depth Hemanth Saratchandran Damien Teney Simon Lucey 22 0 0 27 May 2025
LLMs are Frequency Pattern Learners in Natural Language Inference Liang Cheng Zhaowei Wang Mark Steedman 36 0 0 27 May 2025
SHE-LoRA: Selective Homomorphic Encryption for Federated Tuning with Heterogeneous LoRA Jianmin Liu Li Yan Borui Li Lei Yu Chao Shen 21 0 0 27 May 2025
AutoSGD: Automatic Learning Rate Selection for Stochastic Gradient Descent Nikola Surjanovic Alexandre Bouchard-Côté Trevor Campbell 25 0 0 27 May 2025
Research Community Perspectives on "Intelligence" and Large Language Models Bertram Højer Terne Sasha Thorn Jakobsen Anna Rogers Stefan Heinrich 41 0 0 27 May 2025
Information-Theoretic Complementary Prompts for Improved Continual Text Classification Duzhen Zhang Yong Ren Chenxing Li Dong Yu Tielin Zhang CLL VLM 93 0 0 27 May 2025
LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions Hadi Askari Shivanshu Gupta Fei Wang Anshuman Chhabra Muhao Chen TDI 41 0 0 27 May 2025
We Need to Measure Data Diversity in NLP -- Better and Broader Dong Nguyen Esther Ploeger 43 0 0 26 May 2025
DFIR-Metric: A Benchmark Dataset for Evaluating Large Language Models in Digital Forensics and Incident Response Bilel Cherif Tamás Bisztray Richard A. Dubniczky Aaesha Aldahmani Saeed Alshehhi Norbert Tihanyi ELM 24 0 0 26 May 2025
Learning to Select In-Context Demonstration Preferred by Large Language Model Zheng Zhang Shaocheng Lan Lei Song Jiang Bian Yexin Li Kan Ren 24 0 0 26 May 2025
ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models Yachuan Liu Xiaochun Wei Lin Shi Xinnuo Li Bohan Zhang Paramveer S. Dhillon Qiaozhu Mei 55 0 0 26 May 2025
Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning Jaehun Jung Seungju Han Ximing Lu Skyler Hallinan David Acuna Shrimai Prabhumoye M. Patwary Mohammad Shoeybi Bryan Catanzaro Yejin Choi SyDa 11 1 0 26 May 2025
Parameter-Efficient Fine-Tuning with Column Space Projection Junseo Hwang Wonguk Cho Taesup Kim 48 0 0 26 May 2025
Rethinking the Understanding Ability across LLMs through Mutual Information Shaojie Wang Sirui Ding Na Zou 27 0 0 25 May 2025
Safety Alignment via Constrained Knowledge Unlearning Zesheng Shi Yucheng Zhou Jing Li MU KELM AAML 68 2 0 24 May 2025
RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models Yilang Zhang Bingcong Li G. Giannakis 236 1 0 24 May 2025
PLUMAGE: Probabilistic Low rank Unbiased Min Variance Gradient Estimator for Efficient Large Model Training Matan Haroush Daniel Soudry 181 0 0 23 May 2025
LCD: Advancing Extreme Low-Bit Clustering for Large Language Models via Knowledge Distillation Fangxin Liu Ning Yang Junping Zhao Tao Yang Haibing Guan Li Jiang MQ 31 0 0 23 May 2025
How Can I Publish My LLM Benchmark Without Giving the True Answers Away? Takashi Ishida Thanawat Lodkaew Ikko Yamane 206 0 0 23 May 2025
TRIM: Achieving Extreme Sparsity with Targeted Row-wise Iterative Metric-driven Pruning Florentin Beck William Rudman Carsten Eickhoff 59 0 0 22 May 2025
Bayesian Optimization for Enhanced Language Models: Optimizing Acquisition Functions Zishuo Bao Yibo Liu Changyutao Qiu 200 0 0 22 May 2025
Learning to Choose or Choosing to Learn: Best-of-N vs. Supervised Fine-Tuning for Bit String Generation Seamus Somerstep Vinod Raman Unique Subedi Yuekai Sun 76 0 0 22 May 2025
EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios Bin Xu Yu Bai Huashan Sun Yiguan Lin Siming Liu Xinyue Liang Yaolin Li Yang Gao Heyan Huang AI4Ed ELM 198 0 0 22 May 2025
Understanding Differential Transformer Unchains Pretrained Self-Attentions Chaerin Kong Jiho Jang Nojun Kwak 82 0 0 22 May 2025
SPaRC: A Spatial Pathfinding Reasoning Challenge Lars Benedikt Kaesberg Jan Philip Wahle Terry Ruas Bela Gipp LRM 57 0 0 22 May 2025
ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts Dongwon Noh Donghyeok Koh Junghun Yuk Gyuwan Kim Jaeyong Lee Kyungtae Lim Cheoneum Park ELM 71 0 0 22 May 2025
Transfer of Structural Knowledge from Synthetic Languages Mikhail Budnikov Ivan Yamshchikov 59 0 0 21 May 2025
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing Peng Wang Biyu Zhou Xuehai Tang Jizhong Han Songlin Hu KELM 118 0 0 21 May 2025
MaxPoolBERT: Enhancing BERT Classification via Layer- and Token-Wise Aggregation Maike Behrendt Stefan Sylvius Wagner Stefan Harmeling SSeg 168 0 0 21 May 2025
Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders Agam Goyal Vedant Rathi William Yeh Yian Wang Yuen Chen Hari Sundaram 100 0 0 20 May 2025
Enhancing LLMs via High-Knowledge Data Selection Feiyu Duan Xuemiao Zhang Sirui Wang Haoran Que Yuqi Liu Wenge Rong Xunliang Cai 227 0 0 20 May 2025
Low-Cost FlashAttention with Fused Exponential and Multiplication Hardware Operators K. Alexandridis Vasileios Titopoulos G. Dimitrakopoulos 63 0 0 20 May 2025
BeamClean: Language Aware Embedding Reconstruction Kaan Kale Kyle Mylonakis Jay Roberts Sidhartha Roy AAML 147 1 0 19 May 2025
Mamba-Adaptor: State Space Model Adaptor for Visual Recognition Fei Xie Jiahao Nie Yujin Tang W. Zhang Hongshen Zhao Mamba 142 0 0 19 May 2025