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Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal

Jianheng Huang, Leyang Cui, Ante Wang, Chengyi Yang, Xinting Liao, Linfeng Song, Junfeng Yao, Jinsong Su

五月 2024 In Proc. of ACL 2024. (CCF-A类)

IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models

Xiaoyue Wang, Xin Liu, Wang Lijie, Yaoxiang Wang, Jinsong Su, Hua Wu

五月 2023 In Proc. of EMNLP 2023. (CCF-B类)

FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning

Zhibin Lan, Wei Li, Jinsong Su, Xinyan Xiao, Jiachen Liu, Wenhao Wu, Yajuan Lyu

五月 2023 Journal of Artificial Intelligence Research. (CCF-B类)

Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation

Xin Liu, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Min Zhang, Haiying Zhang, Jinsong Su

五月 2021 In Proc. of ACL 2021. (CCF-A类)