Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training. - Feiteng Fang; Yuelin Bai; Shiwen Ni; Min Yang 007; Xiaojun Chen 006; Ruifeng Xu 001 (ACL (1), 2024)

DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model. - Nan Xie; Yuelin Bai; Hengyuan Gao; Ziqiang Xue; Feiteng Fang; Qixuan Zhao; Zhijian Li; Liang Zhu; Shiwen Ni; Min Yang 007 (CIKM, 2024)

MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property. - Shiwen Ni; Minghuan Tan; Yuelin Bai; Fuqiang Niu; Min Yang 007; Bowen Zhang 005; Ruifeng Xu 001; Xiaojun Chen 006; Chengming Li; Xiping Hu (LREC/COLING, 2024)

Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models. - Jiaming Li 004; Lei Zhang 201; Yunshui Li; Ziqiang Liu; Yuelin Bai; Run Luo; Longze Chen; Min Yang 007 (EMNLP (Findings), 2024)

DEFT: Distribution-guided Efficient Fine-Tuning for Human Alignment. - Liang Zhu; Feiteng Fang; Yuelin Bai; Longze Chen; Zhexiang Zhang; Minghuan Tan; Min Yang 007 (EMNLP (Findings), 2024)

II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models. - Ziqiang Liu; Feiteng Fang; Xi Feng; Xeron Du; Chenhao Zhang 005; Noah Wang; Yuelin Bai; Qixuan Zhao; Liyang Fan; Chengguang Gan; Hongquan Lin; Jiaming Li 004; et al. (NeurIPS, 2024)

MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property. - Shiwen Ni; Minghuan Tan; Yuelin Bai; Fuqiang Niu; Min Yang 007; Bowen Zhang 005; Ruifeng Xu 001; Xiaojun Chen 006; Chengming Li; Xiping Hu; Ye Li 002; Jianping Fan 002 (CoRR, 2024)

COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning. - Yuelin Bai; Xinrun Du; Yiming Liang; Yonggang Jin; Ziqiang Liu; Junting Zhou; Tianyu Zheng; Xincheng Zhang; Nuo Ma; Zekun Wang; Ruibin Yuan; Haihong Wu; et al. (CoRR, 2024)

MuPT: A Generative Symbolic Music Pretrained Transformer. - Xingwei Qu; Yuelin Bai; Yinghao Ma; Ziya Zhou; Ka Man Lo; Jiaheng Liu; Ruibin Yuan; Lejun Min; Xueling Liu; Tianyu Zhang; Xinrun Du; Shuyue Guo; et al. (CoRR, 2024)

MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series. - Ge Zhang 009; Scott Qu; Jiaheng Liu; Chenchen Zhang; Chenghua Lin; Chou Leuang Yu; Danny Pan; Esther Cheng; Jie Liu 047; Qunshu Lin; Raven Yuan; Tuney Zheng; et al. (CoRR, 2024)

II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models. - Ziqiang Liu; Feiteng Fang; Xi Feng; Xinrun Du; Chenhao Zhang 005; Zekun Wang; Yuelin Bai; Qixuan Zhao; Liyang Fan; Chengguang Gan; Hongquan Lin; Jiaming Li 004; et al. (CoRR, 2024)

Can MLLMs Understand the Deep Implication Behind Chinese Images? - Chenhao Zhang 005; Xi Feng; Yuelin Bai; Xinrun Du; Jinchang Hou; Kaixin Deng; Guangzeng Han; Qinrui Li; Bingli Wang; Jiaheng Liu; Xingwei Qu; Yifei Zhang; et al. (CoRR, 2024)

Teach Multimodal LLMs to Comprehend Electrocardiographic Images. - Ruoqi Liu; Yuelin Bai; Xiang Yue; Ping Zhang (CoRR, 2024)

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale. - Jarvis Guo; Tuney Zheng; Yuelin Bai; Bo Li; Yubo Wang; King Zhu; Yizhi Li; Graham Neubig; Wenhu Chen; Xiang Yue (CoRR, 2024)

Can MLLMs Understand the Deep Implication Behind Chinese Images? - Chenhao Zhang 005; Xi Feng; Yuelin Bai; Xeron Du; Jinchang Hou; Kaixin Deng; Guangzeng Han; Qinrui Li; Bingli Wang; Jiaheng Liu; Xingwei Qu; Yifei Zhang; et al. (ACL (1), 2025)

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale. - Jiawei Guo; Tianyu Zheng; Yizhi Li; Yuelin Bai; Bo Li; Yubo Wang; King Zhu; Graham Neubig; Wenhu Chen; Xiang Yue (ACL (1), 2025)

MuPT: A Generative Symbolic Music Pretrained Transformer. - Xingwei Qu; Yuelin Bai; Yinghao Ma; Ziya Zhou; Ka Man Lo; Jiaheng Liu; Ruibin Yuan; Lejun Min; Xueling Liu; Tianyu Zhang; Xeron Du; Shuyue Guo; et al. (ICLR, 2025)

COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning. - Yuelin Bai; Xeron Du; Yiming Liang; Leo Jin; Junting Zhou; Ziqiang Liu; Feiteng Fang; Mingshan Chang; Tianyu Zheng; Xincheng Zhang; Nuo Ma; Zekun Moore Wang; et al. (NAACL (Findings), 2025)

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines. - M.-A-P. Team; Xinrun Du; Yifan Yao; Kaijing Ma; Bingli Wang; Tianyu Zheng; Kang Zhu; Minghao Liu; Yiming Liang; Xiaolong Jin; Zhenlin Wei; Chujie Zheng; et al. (CoRR, 2025)

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values. - M.-A-P. Team; Siwei Wu; Jincheng Ren; Xinrun Du; Shuyue Guo; Xingwei Qu; Yiming Liang; Jie Liu 047; Yunwen Li; Tianyu Zheng; Boyu Feng; Huaqing Yuan; et al. (CoRR, 2025)