Alert button
Picture for Yongyi Mao

Yongyi Mao

Alert button

On f-Divergence Principled Domain Adaptation: An Improved Framework

Feb 02, 2024
Ziqiao Wang, Yongyi Mao

Viaarxiv icon

On robust overfitting: adversarial training induced distribution matters

Nov 28, 2023
Runzhi Tian, Yongyi Mao

Viaarxiv icon

Sample-Conditioned Hypothesis Stability Sharpens Information-Theoretic Generalization Bounds

Oct 31, 2023
Ziqiao Wang, Yongyi Mao

Viaarxiv icon

Anaphor Assisted Document-Level Relation Extraction

Oct 28, 2023
Chonggang Lu, Richong Zhang, Kai Sun, Jaein Kim, Cunwang Zhang, Yongyi Mao

Viaarxiv icon

Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model

Sep 12, 2023
Mingxin Li, Richong Zhang, Zhijie Nie, Yongyi Mao

Figure 1 for Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model
Figure 2 for Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model
Figure 3 for Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model
Figure 4 for Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model
Viaarxiv icon

Adversarial Defenses via Vector Quantization

May 23, 2023
Zhiyi Dong, Yongyi Mao

Figure 1 for Adversarial Defenses via Vector Quantization
Figure 2 for Adversarial Defenses via Vector Quantization
Figure 3 for Adversarial Defenses via Vector Quantization
Figure 4 for Adversarial Defenses via Vector Quantization
Viaarxiv icon

AdversarialWord Dilution as Text Data Augmentation in Low-Resource Regime

May 16, 2023
Junfan Chen, Richong Zhang, Zheyan Luo, Chunming Hu, Yongyi Mao

Figure 1 for AdversarialWord Dilution as Text Data Augmentation in Low-Resource Regime
Figure 2 for AdversarialWord Dilution as Text Data Augmentation in Low-Resource Regime
Figure 3 for AdversarialWord Dilution as Text Data Augmentation in Low-Resource Regime
Figure 4 for AdversarialWord Dilution as Text Data Augmentation in Low-Resource Regime
Viaarxiv icon

ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification

May 16, 2023
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu

Figure 1 for ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification
Figure 2 for ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification
Figure 3 for ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification
Figure 4 for ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification
Viaarxiv icon

Over-training with Mixup May Hurt Generalization

Mar 02, 2023
Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao

Figure 1 for Over-training with Mixup May Hurt Generalization
Figure 2 for Over-training with Mixup May Hurt Generalization
Figure 3 for Over-training with Mixup May Hurt Generalization
Figure 4 for Over-training with Mixup May Hurt Generalization
Viaarxiv icon

Self-training through Classifier Disagreement for Cross-Domain Opinion Target Extraction

Feb 28, 2023
Kai Sun, Richong Zhang, Samuel Mensah, Nikolaos Aletras, Yongyi Mao, Xudong Liu

Figure 1 for Self-training through Classifier Disagreement for Cross-Domain Opinion Target Extraction
Figure 2 for Self-training through Classifier Disagreement for Cross-Domain Opinion Target Extraction
Figure 3 for Self-training through Classifier Disagreement for Cross-Domain Opinion Target Extraction
Figure 4 for Self-training through Classifier Disagreement for Cross-Domain Opinion Target Extraction
Viaarxiv icon