Alert button
Picture for Bairu Hou

Bairu Hou

Alert button

A Survey on Data Selection for Language Models

Mar 08, 2024
Alon Albalak, Yanai Elazar, Sang Michael Xie, Shayne Longpre, Nathan Lambert, Xinyi Wang, Niklas Muennighoff, Bairu Hou, Liangming Pan, Haewon Jeong, Colin Raffel, Shiyu Chang, Tatsunori Hashimoto, William Yang Wang

Viaarxiv icon

Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing

Feb 28, 2024
Jiabao Ji, Bairu Hou, Alexander Robey, George J. Pappas, Hamed Hassani, Yang Zhang, Eric Wong, Shiyu Chang

Viaarxiv icon

Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling

Nov 15, 2023
Bairu Hou, Yujian Liu, Kaizhi Qian, Jacob Andreas, Shiyu Chang, Yang Zhang

Viaarxiv icon

Certified Robustness for Large Language Models with Self-Denoising

Jul 14, 2023
Zhen Zhang, Guanhua Zhang, Bairu Hou, Wenqi Fan, Qing Li, Sijia Liu, Yang Zhang, Shiyu Chang

Figure 1 for Certified Robustness for Large Language Models with Self-Denoising
Figure 2 for Certified Robustness for Large Language Models with Self-Denoising
Figure 3 for Certified Robustness for Large Language Models with Self-Denoising
Figure 4 for Certified Robustness for Large Language Models with Self-Denoising
Viaarxiv icon

Improving Diffusion Models for Scene Text Editing with Dual Encoders

Apr 12, 2023
Jiabao Ji, Guanhua Zhang, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian Price, Shiyu Chang

Figure 1 for Improving Diffusion Models for Scene Text Editing with Dual Encoders
Figure 2 for Improving Diffusion Models for Scene Text Editing with Dual Encoders
Figure 3 for Improving Diffusion Models for Scene Text Editing with Dual Encoders
Figure 4 for Improving Diffusion Models for Scene Text Editing with Dual Encoders
Viaarxiv icon

PromptBoosting: Black-Box Text Classification with Ten Forward Passes

Dec 19, 2022
Bairu Hou, Joe O'Connor, Jacob Andreas, Shiyu Chang, Yang Zhang

Figure 1 for PromptBoosting: Black-Box Text Classification with Ten Forward Passes
Figure 2 for PromptBoosting: Black-Box Text Classification with Ten Forward Passes
Figure 3 for PromptBoosting: Black-Box Text Classification with Ten Forward Passes
Figure 4 for PromptBoosting: Black-Box Text Classification with Ten Forward Passes
Viaarxiv icon

TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization

Dec 19, 2022
Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang

Figure 1 for TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization
Figure 2 for TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization
Figure 3 for TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization
Figure 4 for TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization
Viaarxiv icon

Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations

Sep 19, 2020
Yuan Zang, Bairu Hou, Fanchao Qi, Zhiyuan Liu, Xiaojun Meng, Maosong Sun

Figure 1 for Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations
Figure 2 for Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations
Figure 3 for Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations
Figure 4 for Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations
Viaarxiv icon