Jiachi Liu

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Learning Problems

Text Classification

Unsupervised Learning

Top Venues

NAACL-HLT (Industry Papers)

Publications

Xuefeng Li, Liwen Wang, Guanting Dong, Keqing He, Jinzheng Zhao, Hao Lei, Jiachi Liu, Weiran Xu
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting. CoRR (2023)
Jiachi Liu, Sishi Xiong, Yuehuan He, Tong Zhou, Liwen Wang, Xuefeng Li, Bo Xiao
SIAST: A Slot Imbalance-Aware Self-Training Scheme for Semi-Supervised Slot Filling. ICASSP (2023)
Xuefeng Li, Liwen Wang, Guanting Dong, Keqing He, Jinzheng Zhao, Hao Lei, Jiachi Liu, Weiran Xu
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting. ACL (Findings) (2023)
Tong Zhou, Fengming Liang, Jiachi Liu, Sishi Xiong, Bo Xiao, Qiao Chen, Jun Zhou, Xueqin Xie, Lizhi Jin
Feature Space Manipulation and Fusion for Severe Imbalanced Data. IC-NIDC (2023)
Jiachi Liu, Liwen Wang, Guanting Dong, Xiaoshuai Song, Zechen Wang, Zhengyang Wang, Shanglin Lei, Jinzheng Zhao, Keqing He, Bo Xiao, Weiran Xu
Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations. CoRR (2023)
Xuefeng Li, Hao Lei, Liwen Wang, Guanting Dong, Jinzheng Zhao, Jiachi Liu, Weiran Xu, Chunyun Zhang
A Robust Contrastive Alignment Method for Multi-Domain Text Classification. ICASSP (2022)
Tao Zhu, Zhe Zhao, Weijie Liu, Jiachi Liu, Yiren Chen, Weiquan Mao, Haoyan Liu, Kunbo Ding, Yudong Li, Xuefeng Yang
Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System. NAACL-HLT (Industry Papers) (2022)
Xuefeng Li, Hao Lei, Liwen Wang, Guanting Dong, Jinzheng Zhao, Jiachi Liu, Weiran Xu, Chunyun Zhang
A Robust Contrastive Alignment Method For Multi-Domain Text Classification. CoRR (2022)
Liwen Wang, Xuefeng Li, Jiachi Liu, Keqing He, Yuanmeng Yan, Weiran Xu
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling. EMNLP (1) (2021)
Liwen Wang, Xuefeng Li, Jiachi Liu, Keqing He, Yuanmeng Yan, Weiran Xu
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling. CoRR (2021)
Mincong Luo, Yin Tong, Jiachi Liu
Orthogonal Policy Gradient and Autonomous Driving Application. CoRR (2018)