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CoLA

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Showing 1–25 of 78 papers

TitleStatusHype
Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
CoLA: Collaborative Low-Rank AdaptationCode0
CoLa -- Learning to Interactively Collaborate with Large LMs—0
Enhancing LLM Robustness to Perturbed Instructions: An Empirical StudyCode0
Catastrophic Forgetting in LLMs: A Comparative Analysis Across Language Tasks—0
Controlling Large Language Model with Latent ActionsCode0
CoCo-CoLa: Evaluating and Improving Language Adherence in Multilingual LLMs—0
CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank ActivationCode1
Optimizing Language Models for Grammatical Acceptability: A Comparative Study of Fine-Tuning Techniques—0
Predicting Emergent Capabilities by Finetuning—0
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned ModelsCode0
TReX- Reusing Vision Transformer's Attention for Efficient Xbar-based Computing—0
Improving Fast Adversarial Training Paradigm: An Example Taxonomy Perspective—0
Can VLMs be used on videos for action recognition? LLMs are Visual Reasoning Coordinators—0
Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training ApproachCode0
ADMM Based Semi-Structured Pattern Pruning Framework For Transformer—0
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object DetectionCode1
CoLa-DCE -- Concept-guided Latent Diffusion Counterfactual Explanations—0
An Information Theoretic Evaluation Metric For Strong Unlearning—0
Comparative Analysis of Different Efficient Fine Tuning Methods of Large Language Models (LLMs) in Low-Resource Setting—0
ColA: Collaborative Adaptation with Gradient LearningCode0
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach—0
COLA: Cross-city Mobility Transformer for Human Trajectory SimulationCode1
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning—0
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