How Does Adversarial Fine-Tuning Benefit BERT?

How Does Adversarial Fine-Tuning Benefit BERT?

31 August 2021

Wei Zhang

Papers citing "How Does Adversarial Fine-Tuning Benefit BERT?"

8 / 8 papers shown

Title
Predicting Fine-Tuning Performance with Probing Zining Zhu Soroosh Shahtalebi Frank Rudzicz 30 9 0 13 Oct 2022
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics Vassilina Nikoulina Maxat Tezekbayev Nuradil Kozhakhmet Madina Babazhanova Matthias Gallé Z. Assylbekov 31 8 0 02 Mar 2021
BERT & Family Eat Word Salad: Experiments with Text Understanding Ashim Gupta Giorgi Kvernadze Vivek Srikumar 205 73 0 10 Jan 2021
UnNatural Language Inference Koustuv Sinha Prasanna Parthasarathi Joelle Pineau Adina Williams 216 80 0 30 Dec 2020
Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks? Thang M. Pham Trung Bui Long Mai Anh Totti Nguyen 214 122 0 30 Dec 2020
Posterior Differential Regularization with f-divergence for Improving Model Robustness Hao Cheng Xiaodong Liu L. Pereira Yaoliang Yu Jianfeng Gao 245 31 0 23 Oct 2020
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 223 437 0 25 Sep 2019
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 261 3,109 0 04 Nov 2016