StyleDGPT: Stylized Response Generation with Pre-trained Language Models. - Ze Yang 001; Wei Wu 014; Can Xu; Xinnian Liang; Jiaqi Bai 001; Liran Wang; Wei Wang 301; Zhoujun Li 001 (EMNLP (Findings), 2020)

Learning to Copy Coherent Knowledge for Response Generation. - Jiaqi Bai 001; Ze Yang 001; Xinnian Liang; Wei Wang 301; Zhoujun Li 001 (AAAI, 2021)

Jointly Learning to Repair Code and Generate Commit Message. - Jiaqi Bai 001; Long Zhou; Ambrosio Blanco; Shujie Liu 001; Furu Wei; Ming Zhou 001; Zhoujun Li 001 (EMNLP (1), 2021)

TransLog: A Unified Transformer-based Framework for Log Anomaly Detection. - Hongcheng Guo; Xingyu Lin; Jian Yang 030; Yi Zhuang; Jiaqi Bai 001; Tieqiao Zheng; Bo Zhang 096; Zhoujun Li 001 (CoRR, 2022)

Multilingual Entity and Relation Extraction from Unified to Language-specific Training. - Zixiang Wang; Jian Yang 030; Tongliang Li; Linzheng Chai; Jiaheng Liu; Ying Mo; Jiaqi Bai 001; Zhoujun Li 001 (CECCT, 2023)

GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking. - Jiaqi Bai 001; Hongcheng Guo; Jiaheng Liu; Jian Yang 030; Xinnian Liang; Zhao Yan; Zhoujun Li 001 (CIKM, 2023)

Modeling Intra-class and Inter-class Constraints for Out-of-Domain Detection. - Shun Zhang; Jiaqi Bai 001; Tongliang Li; Zhao Yan; Zhoujun Li 001 (DASFAA (4), 2023)

Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality. - Xinnian Liang; Shuangzhi Wu; Chenhao Cui; Jiaqi Bai 001; Chao Bian 006; Zhoujun Li 001 (EACL, 2023)

M2C: Towards Automatic Multimodal Manga Complement. - Hongcheng Guo; Boyang Wang; Jiaqi Bai 001; Jiaheng Liu; Jian Yang 030; Zhoujun Li 001 (EMNLP (Findings), 2023)

Label-Guided Contrastive Learning for Out-of-Domain Detection. - Shun Zhang; Tongliang Li; Jiaqi Bai 001; Zhoujun Li 001 (ICASSP, 2023)

KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation. - Jiaqi Bai 001; Zhao Yan; Ze Yang 001; Jian Yang 030; Xinnian Liang; Hongcheng Guo; Zhoujun Li 001 (ECML/PKDD (2), 2023)

Multilingual Entity and Relation Extraction from Unified to Language-specific Training. - Zixiang Wang; Jian Yang 030; Tongliang Li; Jiaheng Liu; Ying Mo; Jiaqi Bai 001; Longtao He; Zhoujun Li 001 (CoRR, 2023)

Retrieval-Augmented Classification with Decoupled Representation. - Xinnian Liang; Shuangzhi Wu; Hui Huang 021; Jiaqi Bai 001; Chao Bian 006; Zhoujun Li 001 (CoRR, 2023)

KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation. - Jiaqi Bai 001; Zhao Yan; Jian Yang 030; Xinnian Liang; Hongcheng Guo; Zhoujun Li 001 (CoRR, 2023)

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL. - Bing Wang; Changyu Ren; Jian Yang 030; Xinnian Liang; Jiaqi Bai 001; Qian-Wen Zhang; Zhao Yan; Zhoujun Li 001 (CoRR, 2023)

KINet: Incorporating Relevant Facts Into Knowledge-Grounded Dialog Generation. - Jiaqi Bai 001; Ze Yang 001; Jian Yang 030; Hongcheng Guo; Zhoujun Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection. - Hongcheng Guo; Jian Yang 030; Jiaheng Liu; Jiaqi Bai 001; Boyang Wang; Zhoujun Li 001; Tieqiao Zheng; Bo Zhang 096; Junran Peng; Qi Tian (AAAI, 2024)

Towards Real-world Scenario: Imbalanced New Intent Discovery. - Shun Zhang; Chaoran Yan; Jian Yang 030; Jiaheng Liu; Ying Mo; Jiaqi Bai 001; Tongliang Li; Zhoujun Li 001 (ACL (1), 2024)

m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt. - Jian Yang 030; Hongcheng Guo; Yuwei Yin; Jiaqi Bai 001; Bing Wang; Jiaheng Liu; Xinnian Liang; Linzheng Chai; Liqun Yang; Zhoujun Li 001 (LREC/COLING, 2024)

New Intent Discovery with Attracting and Dispersing Prototype. - Shun Zhang; Jian Yang 030; Jiaqi Bai 001; Chaoran Yan; Tongliang Li; Zhao Yan; Zhoujun Li 001 (LREC/COLING, 2024)

RoNID: New Intent Discovery with Generated-Reliable Labels and Cluster-friendly Representations. - Shun Zhang; Chaoran Yan; Jian Yang 030; Changyu Ren; Jiaqi Bai 001; Tongliang Li; Zhoujun Li 001 (DASFAA (5), 2024)

OWL: A Large Language Model for IT Operations. - Hongcheng Guo; Jian Yang 030; Jiaheng Liu; Liqun Yang; Linzheng Chai; Jiaqi Bai 001; Junran Peng; Xiaorong Hu; Chao Chen; Dongfeng Zhang; Xu Shi; Tieqiao Zheng; et al. (ICLR, 2024)

TiNID: A Transfer and Interpretable LLM-Enhanced Framework for New Intent Discovery. - Shun Zhang; Chaoran Yan; Jian Yang 030; Wei Zhang 031; Changyu Ren; Tongliang Li; Jiaqi Bai 001; Zhoujun Li 001 (ECML/PKDD (5), 2024)

mt4CrossOIE: Multi-stage tuning for cross-lingual open information extraction. - Tongliang Li; Zixiang Wang; Linzheng Chai; Jian Yang 030; Jiaqi Bai 001; Yuwei Yin; Jiaheng Liu; Hongcheng Guo; Liqun Yang; Hebboul Zine El Abidine; Zhoujun Li 001 (Expert Syst. Appl., 2024)

Infusing internalized knowledge of language models into hybrid prompts for knowledgeable dialogue generation. - Jiaqi Bai 001; Zhao Yan; Shun Zhang; Jian Yang 030; Hongcheng Guo; Zhoujun Li 001 (Knowl. Based Syst., 2024)

Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow. - Jiaqi Bai 001; Hongcheng Guo; Zhongyuan Peng; Jian Yang 030; Zhoujun Li 001; Mohan Li; Zhihong Tian (AAAI, 2025)

XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning. - Linzheng Chai; Jian Yang 030; Tao Sun 016; Hongcheng Guo; Jiaheng Liu; Bing Wang; Xinnian Liang; Jiaqi Bai 001; Tongliang Li; Qiyao Peng 001; Zhoujun Li 001 (AAAI, 2025)

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL. - Bing Wang; Changyu Ren; Jian Yang 030; Xinnian Liang; Jiaqi Bai 001; Linzheng Chai; Zhao Yan; Qian-Wen Zhang; Di Yin; Xing Sun; Zhoujun Li 001 (COLING, 2025)