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LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning

Zhibin Lan, Liqiang Niu, Fandong Meng, Jie Zhou, Jinsong Su

八月 2025 In Proc. of EMNLP 2025 findings

EpiCoder: Encompassing Diversity and Complexity in Code Generation

Yaoxiang Wang, Haoling Li, Xin Zhang, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li

五月 2025 In Proc. of ICML 2025. (CCF-A类)

Boosting Visual Knowledge-Intensive Training for LVLMs through Causality-driven Visual Object Completion

Qingguo Hu, Ante Wang, Jia Song, Delai Qiu, Qingsong Liu, Jinsong Su

五月 2025 In Proc. of IJCAI 2025. (CCF-A类)

A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models

Zhihao Wang, Shiyu Liu, Jianheng Huang, Wang Zheng, YiXuan Liao, Xiaoxin Chen, Junfeng Yao, Jinsong Su

五月 2024 In Proc. of EMNLP 2024. (CCF-B类)

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)