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Showing 1–25 of 66 papers

TitleStatusHype
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
PL-FGSA: A Prompt Learning Framework for Fine-Grained Sentiment Analysis Based on MindSpore—0
Defending Deep Neural Networks against Backdoor Attacks via Module Switching—0
Enhancing LLM Robustness to Perturbed Instructions: An Empirical StudyCode0
Catastrophic Forgetting in LLMs: A Comparative Analysis Across Language Tasks—0
An End-to-End Homomorphically Encrypted Neural Network—0
Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT—0
Cut the Deadwood Out: Post-Training Model Purification with Selective Module Substitution—0
Contextual Feedback Loops: Amplifying Deep Reasoning with Iterative Top-Down FeedbackCode0
Robustness of Large Language Models Against Adversarial Attacks—0
Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed ModelsCode0
Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models—0
Efficient Automated Circuit Discovery in Transformers using Contextual Decomposition—0
SpikeZIP-TF: Conversion is All You Need for Transformer-based SNNCode1
LMO-DP: Optimizing the Randomization Mechanism for Differentially Private Fine-Tuning (Large) Language Models—0
Revisiting Character-level Adversarial Attacks for Language ModelsCode1
LLM2LLM: Boosting LLMs with Novel Iterative Data EnhancementCode2
The Impact of Quantization on the Robustness of Transformer-based Text Classifiers—0
When does word order matter and when doesn't it?Code0
Here's a Free Lunch: Sanitizing Backdoored Models with Model MergeCode0
OrderBkd: Textual backdoor attack through repositioningCode0
Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning—0
Sentiment Analysis through LLM Negotiations—0
Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models—0
Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT—0
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