Haode Zhang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Training Patterns

Classification Scheme

Avoid Overfitting

Top Venues

EMNLP (Findings)

Publications

Haode Zhang, Xiao-Ming Wu, Albert Y. S. Lam
Minimizing PLM-Based Few-Shot Intent Detectors. CoRR (2024)
Xiaolei Lu, Jianghong Ma, Haode Zhang
Asymmetric feature interaction for interpreting model predictions. ACL (Findings) (2023)
Haode Zhang, Haowen Liang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training. CoRR (2023)
Xiaolei Lu, Jianghong Ma, Haode Zhang
Asymmetric feature interaction for interpreting model predictions. CoRR (2023)
Haode Zhang, Haowen Liang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training. ACL (Findings) (2023)
Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization. CoRR (2022)
Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization. NAACL-HLT (2022)
Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam
New Intent Discovery with Pre-training and Contrastive Learning. ACL (1) (2022)
Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam
New Intent Discovery with Pre-training and Contrastive Learning. CoRR (2022)
Haode Zhang, Yuwei Zhang, Li-Ming Zhan, Jiaxin Chen, Guangyuan Shi, Xiao-Ming Wu, Albert Y. S. Lam
Effectiveness of Pre-training for Few-shot Intent Classification. EMNLP (Findings) (2021)
Haode Zhang, Yuwei Zhang, Li-Ming Zhan, Jiaxin Chen, Guangyuan Shi, Xiao-Ming Wu, Albert Y. S. Lam
Effectiveness of Pre-training for Few-shot Intent Classification. CoRR (2021)