Direction8

m³BERT: A Modern, Multi-lingual, Matryoshka Bidirectional Encoder

Yaoxiang Wang, Simiao Zuo, Qingguo Hu, Yucheng Ding, Yeyun Gong, Jian Jiao, Jinsong Su

五月 2026 In Proc. of KDD 2026 ADS Track. (CCF-A类)

HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment

Zhanyu Liu, Qingguo Hu, Ante Wang, Chenqing Liu, Zhishang Xiang, Hui Li, Delai Qiu, Jinsong Su

四月 2026 In Proc. of ACL 2026. (CCF-A类)

Orchestrating Tokens and Sequences: Dynamic Hybrid Policy Optimization for RLVR

Zijun Min, Bingshuai Liu, Ante Wang, Long Zhang, Anxiang Zeng, Haibo Zhang, Jinsong Su

四月 2026 In Proc. of ACL 2026 findings

GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models

Zhiwen Ruan, Yichao Du, Jianjie Zheng, Longyue Wang, Yun Chen, Peng Li, Jinsong Su, Yang Liu, Guanhua Chen

四月 2026 In Proc. of ACL 2026. (CCF-A类)

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)