An Enhanced ESIM Model for Sentence Pair Matching with Self-Attention. - Yongkang Liu 002; Xiaobo Liang; Feiliang Ren; Yan Li; Yining Hou; Yi Zhang; Lingfeng Pan (CCKS Tasks, 2018)

A Multiple Utterances based Neural Network Model for Joint Intent Detection and Slot Filling. - Lingfeng Pan; Yi Zhang; Feiliang Ren; Yining Hou; Yan Li; Xiaobo Liang; Yongkang Liu 002 (CCKS Tasks, 2018)

Neural Relation Classification with Text Descriptions. - Feiliang Ren; Di Zhou; Zhihui Liu; Yongcheng Li; Rongsheng Zhao; Yongkang Liu 002; Xiaobo Liang (COLING, 2018)

TechKG: A Large-Scale Chinese Technology-Oriented Knowledge Graph. - Feiliang Ren; Yining Hou; Yan Li; Lingfeng Pan; Yi Zhang; Xiaobo Liang; Yongkang Liu 002; Yu Guo; Rongsheng Zhao; Ruicheng Ming; Huiming Wu (CoRR, 2018)

Star Identification Algorithm Based on Image Normalization and Zernike Moments. - Xiaobo Liang; Wenli Ma; Jin Zhou; Sijie Kong (IEEE Access, 2020)

R-Drop: Regularized Dropout for Neural Networks. - Xiaobo Liang; Lijun Wu 003; Juntao Li; Yue Wang 039; Qi Meng; Tao Qin 001; Wei Chen 034; Min Zhang 005; Tie-Yan Liu (NeurIPS, 2021)

C2-Rec: An Effective Consistency Constraint for Sequential Recommendation. - Chong Liu; Xiaoyang Liu; Rongqin Zheng; Lixin Zhang; Xiaobo Liang; Juntao Li; Lijun Wu 003; Min Zhang 005; Leyu Lin (CoRR, 2021)

JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation. - Xiaobo Liang; Lijun Wu 003; Juntao Li; Min Zhang 005 (EMNLP, 2022)

Multi-Teacher Distillation With Single Model for Neural Machine Translation. - Xiaobo Liang; Lijun Wu 003; Juntao Li; Tao Qin 001; Min Zhang 005; Tie-Yan Liu (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Dynamic and Efficient Inference for Text Generation via BERT Family. - Xiaobo Liang; Juntao Li; Lijun Wu 003; Ziqiang Cao; Min Zhang 005 (ACL (1), 2023)

Open-ended Long Text Generation via Masked Language Modeling. - Xiaobo Liang; Zecheng Tang; Juntao Li; Min Zhang 005 (ACL (1), 2023)

A Visual Analysis of the Hotspots of the Nanjing Massacre Research in the Context of Big Data. - Yachun Ge; Xiaobo Liang (ICBAR, 2023)

CT4Rec: Simple yet Effective Consistency Training for Sequential Recommendation. - Chong Liu; Xiaoyang Liu; Rongqin Zheng; Lixin Zhang; Xiaobo Liang; Juntao Li; Lijun Wu 003; Min Zhang 005; Leyu Lin (KDD, 2023)

R2-DDI: relation-aware feature refinement for drug-drug interaction prediction. - Jiacheng Lin; Lijun Wu 003; Jinhua Zhu 001; Xiaobo Liang; Yingce Xia; Shufang Xie 003; Tao Qin 001; Tie-Yan Liu (Briefings Bioinform., 2023)

Are the BERT family zero-shot learners? A study on their potential and limitations. - Yue Wang 039; Lijun Wu 003; Juntao Li; Xiaobo Liang; Min Zhang 005 (Artif. Intell., 2023)

Fennec: Fine-grained Language Model Evaluation and Correction Extended through Branching and Bridging. - Xiaobo Liang; Haoke Zhang; Helan hu; Juntao Li; Jun Xu; Min Zhang (CoRR, 2024)

Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch. - Yuyang Ding; Xinyu Shi; Xiaobo Liang; Juntao Li; Qiaoming Zhu; Min Zhang 005 (CoRR, 2024)

Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations. - Xiaobo Liang; Runze Mao; Lijun Wu 003; Juntao Li; Min Zhang 005; Qing Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Randomness Regularization With Simple Consistency Training for Neural Networks. - Juntao Li; Xiaobo Liang; Lijun Wu 003; Yue Wang 039; Qi Meng; Tao Qin 001; Min Zhang 005; Tie-Yan Liu (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch. - Yuyang Ding; Xinyu Shi; Xiaobo Liang; Juntao Li; Zhaopeng Tu; Qiaoming Zhu; Min Zhang 005 (ACL (1), 2025)

Tool learning via Inference-time Scaling and Cycle Verifier. - Xiaobo Liang; Wenjin Xie; Juntao Li; Wanfu Wang; Yibin Chen; Kehai Chen; Min Zhang 005 (ACL (Findings), 2025)

Generative Reward Modeling via Synthetic Criteria Preference Learning. - Xiaobo Liang; Haoke Zhang; Juntao Li; Kehai Chen; Qiaoming Zhu; Min Zhang 005 (ACL (1), 2025)

From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning. - Wenjing Xie; Xiaobo Liang; Juntao Li; Wanfu Wang; Kehai Chen; Qiaoming Zhu; Min Zhang 005 (ACL (Findings), 2025)

Unlocking Recursive Thinking of LLMs: Alignment via Refinement. - Haoke Zhang; Xiaobo Liang; Cunxiang Wang; Juntao Li; Min Zhang (ACL (Findings), 2025)