DefenceLab

non-profit

AI & ML interests

Adversarial Attack and Defence

yangwang825

authored a paper 4 months ago

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks

Paper • 2501.02654 • Published Jan 5, 2025

yangwang825

authored 4 papers 5 months ago

Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth

Paper • 2509.03867 • Published Sep 4, 2025 • 211

Adversarial Defence without Adversarial Defence: Enhancing Language Model Robustness via Instance-level Principal Component Removal

Paper • 2507.21750 • Published Jul 29, 2025 • 1

Audio Contrastive based Fine-tuning

Paper • 2309.11895 • Published Sep 21, 2023 • 1

From Facts to Insights: A Study on the Generation and Evaluation of Analytical Reports for Deciphering Earnings Calls

Paper • 2410.01039 • Published Oct 1, 2024

yangwang825

updated 14 datasets over 1 year ago

defence-lab/cr

Viewer • Updated Oct 8, 2024 • 3.77k • 15

defence-lab/subj

Viewer • Updated Oct 8, 2024 • 10k • 15

defence-lab/sick

Viewer • Updated Oct 8, 2024 • 9.84k • 45

defence-lab/snli

Viewer • Updated Sep 19, 2024 • 569k • 12

defence-lab/emotions

Viewer • Updated Sep 19, 2024 • 20k • 15

defence-lab/bbc-news

Viewer • Updated Sep 19, 2024 • 2.23k • 23

defence-lab/paws

Viewer • Updated Sep 19, 2024 • 65.4k • 16

defence-lab/ag_news

Viewer • Updated Sep 19, 2024 • 128k • 12

defence-lab/imdb

Viewer • Updated Sep 19, 2024 • 50k • 11

defence-lab/mr

Viewer • Updated Sep 19, 2024 • 10.7k • 15

defence-lab/sst2

Viewer • Updated Sep 19, 2024 • 9.61k • 11

defence-lab/idioms-nli

Viewer • Updated Sep 19, 2024 • 23.7k • 11

defence-lab/scitail

Viewer • Updated Sep 19, 2024 • 26.5k • 12

defence-lab/mrpc

Viewer • Updated Sep 19, 2024 • 5.8k • 9