Jiachi Liu

According to our database, Jiachi Liu authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations.

Jiachi Liu, Liwen Wang, Guanting Dong, Xiaoshuai Song, Zechen Wang, Zhengyang Wang, Shanglin Lei, Jinzheng Zhao, Keqing He, Bo Xiao, Weiran Xu

CoRR, 2023

Feature Space Manipulation and Fusion for Severe Imbalanced Data.

Tong Zhou, Fengming Liang, Jiachi Liu, Sishi Xiong, Bo Xiao, Qiao Chen, Jun Zhou, Xueqin Xie, Lizhi Jin

Proceedings of the 8th IEEE International Conference on Network Intelligence and Digital Content, 2023

SIAST: A Slot Imbalance-Aware Self-Training Scheme for Semi-Supervised Slot Filling.

Jiachi Liu, Sishi Xiong, Yuehuan He, Tong Zhou, Liwen Wang, Xuefeng Li, Bo Xiao

Proceedings of the IEEE International Conference on Acoustics, 2023

Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting.

Xuefeng Li, Liwen Wang, Guanting Dong, Keqing He, Jinzheng Zhao, Hao Lei, Jiachi Liu, Weiran Xu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System.

Tao Zhu, Zhe Zhao, Weijie Liu, Jiachi Liu, Yiren Chen, Weiquan Mao, Haoyan Liu, Kunbo Ding, Yudong Li, Xuefeng Yang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

A Robust Contrastive Alignment Method for Multi-Domain Text Classification.

Xuefeng Li, Hao Lei, Liwen Wang, Guanting Dong, Jinzheng Zhao, Jiachi Liu, Weiran Xu, Chunyun Zhang

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling.

Liwen Wang, Xuefeng Li, Jiachi Liu, Keqing He, Yuanmeng Yan, Weiran Xu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2018

Orthogonal Policy Gradient and Autonomous Driving Application.

Mincong Luo, Yin Tong, Jiachi Liu

CoRR, 2018