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Showing 26–50 of 66 papers

TitleStatusHype
Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning—0
Catastrophic Forgetting in LLMs: A Comparative Analysis Across Language Tasks—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
Margin-Based Regularization and Selective Sampling in Deep Neural Networks—0
Efficient Automated Circuit Discovery in Transformers using Contextual Decomposition—0
Noisy Text Data: Achilles’ Heel of BERT—0
Objective-Based Hierarchical Clustering of Deep Embedding Vectors—0
On the Importance of Local Information in Transformer Based Models—0
PL-FGSA: A Prompt Learning Framework for Fine-Grained Sentiment Analysis Based on MindSpore—0
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT—0
A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis—0
Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT—0
Sentiment Analysis through LLM Negotiations—0
Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models—0
TangoBERT: Reducing Inference Cost by using Cascaded Architecture—0
Textual Data Augmentation for Efficient Active Learning on Tiny Datasets—0
The Impact of Quantization on the Robustness of Transformer-based Text Classifiers—0
Two-in-One: A Model Hijacking Attack Against Text Generation Models—0
Uncertainty Sentence Sampling by Virtual Adversarial Perturbation—0
Noisy Text Data: Achilles' Heel of BERT—0
Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding—0
Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models—0
LMO-DP: Optimizing the Randomization Mechanism for Differentially Private Fine-Tuning (Large) Language Models—0
From Shortcuts to Triggers: Backdoor Defense with Denoised PoECode0
Here's a Free Lunch: Sanitizing Backdoored Models with Model MergeCode0
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