Document-Level Named Entity Recognition by Incorporating Global and Neighbor Features. - Anwen Hu; Zhicheng Dou; Ji-Rong Wen (CCIR, 2019)

Leveraging Multi-Token Entities in Document-Level Named Entity Recognition. - Anwen Hu; Zhicheng Dou; Jian-Yun Nie; Ji-Rong Wen (AAAI, 2020)

ICECAP: Information Concentrated Entity-aware Image Captioning. - Anwen Hu; Shizhe Chen; Qin Jin (ACM Multimedia, 2020)

Question-controlled Text-aware Image Captioning. - Anwen Hu; Shizhe Chen; Qin Jin (ACM Multimedia, 2021)

WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training. - Yuqi Huo; Manli Zhang; Guangzhen Liu; Haoyu Lu; Yizhao Gao 004; Guoxing Yang; Jingyuan Wen; Heng Zhang; Baogui Xu; Weihao Zheng; Zongzheng Xi; Yueqian Yang; et al. (CoRR, 2021)

MovieUN: A Dataset for Movie Understanding and Narrating. - Qi Zhang; Zihao Yue; Anwen Hu; Ziheng Wang; Qin Jin (EMNLP (Findings), 2022)

Multi-Lingual Acquisition on Multimodal Pre-training for Cross-modal Retrieval. - Liang Zhang; Anwen Hu; Qin Jin (NeurIPS, 2022)

Generalizing Multimodal Pre-training into Multilingual via Language Acquisition. - Liang Zhang; Anwen Hu; Qin Jin (CoRR, 2022)

Accommodating Audio Modality in CLIP for Multimodal Processing. - Ludan Ruan; Anwen Hu; Yuqing Song 003; Liang Zhang; Sipeng Zheng; Qin Jin (AAAI, 2023)

MPMQA: Multimodal Question Answering on Product Manuals. - Liang Zhang; Anwen Hu; Jing Zhang; Shuo Hu; Qin Jin (AAAI, 2023)

InfoMetIC: An Informative Metric for Reference-free Image Caption Evaluation. - Anwen Hu; Shizhe Chen; Liang Zhang; Qin Jin (ACL (1), 2023)

Movie101: A New Movie Understanding Benchmark. - Zihao Yue; Qi Zhang; Anwen Hu; Liang Zhang; Ziheng Wang; Qin Jin (ACL (1), 2023)

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model. - Jiabo Ye; Anwen Hu; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Guohai Xu; Chenliang Li; Junfeng Tian; Qi Qian 001; Ji Zhang 011; Qin Jin; Liang He 001; et al. (EMNLP (Findings), 2023)

Explore and Tell: Embodied Visual Captioning in 3D Environments. - Anwen Hu; Shizhe Chen; Liang Zhang; Qin Jin (ICCV, 2023)

Learning Semantics-Grounded Vocabulary Representation for Video-Text Retrieval. - Yaya Shi; Haowei Liu; Haiyang Xu 001; Zongyang Ma; Qinghao Ye; Anwen Hu; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Chunfeng Yuan; Bing Li 001; Weiming Hu; et al. (ACM Multimedia, 2023)

Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation. - Zihao Yue; Anwen Hu; Liang Zhang; Qin Jin (NeurIPS, 2023)

mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality. - Qinghao Ye; Haiyang Xu 001; Guohai Xu; Jiabo Ye; Ming Yan 008; Yiyang Zhou; Junyang Wang 001; Anwen Hu; Pengcheng Shi; Yaya Shi; Chenliang Li; Yuanhong Xu; et al. (CoRR, 2023)

Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks. - Haiyang Xu 001; Qinghao Ye; Xuan Wu; Ming Yan 008; Yuan Miao; Jiabo Ye; Guohai Xu; Anwen Hu; Yaya Shi; Guangwei Xu; Chenliang Li; Qi Qian 001; et al. (CoRR, 2023)

mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding. - Jiabo Ye; Anwen Hu; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Yuhao Dan; Chenlin Zhao; Guohai Xu; Chenliang Li; Junfeng Tian; Qian Qi 001; Ji Zhang 011; et al. (CoRR, 2023)

mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration. - Qinghao Ye; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Anwen Hu; Haowei Liu; Qi Qian 001; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001 (CoRR, 2023)

Multimodal Pretraining from Monolingual to Multilingual. - Liang Zhang; Ludan Ruan; Anwen Hu; Qin Jin (Mach. Intell. Res., 2023)

mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration. - Qinghao Ye; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Anwen Hu; Haowei Liu; Qi Qian 001; Ji Zhang 011; Fei Huang 002 (CVPR, 2024)

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding. - Anwen Hu; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Liang Zhang; Bo Zhang 071; Ji Zhang 011; Qin Jin; Fei Huang 002; Jingren Zhou 001 (EMNLP (Findings), 2024)

TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging. - Liang Zhang; Anwen Hu; Haiyang Xu 001; Ming Yan 008; Yichen Xu; Qin Jin; Ji Zhang 011; Fei Huang 002 (EMNLP, 2024)

VG-Annotator: Vision-Language Models as Query Annotators for Unsupervised Visual Grounding. - Jiabo Ye; Junfeng Tian; Xiaoshan Yang; Zhenru Zhang; Anwen Hu; Ming Yan 008; Ji Zhang 011; Liang He 001; Xin Lin 001 (ICME, 2024)

mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model. - Anwen Hu; Yaya Shi; Haiyang Xu 001; Jiabo Ye; Qinghao Ye; Ming Yan 008; Chenliang Li; Qi Qian 001; Ji Zhang 011; Fei Huang 002 (ACM Multimedia, 2024)

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding. - Anwen Hu; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Liang Zhang; Bo Zhang 071; Chen Li 001; Ji Zhang 011; Qin Jin; Fei Huang 002; Jingren Zhou 001 (CoRR, 2024)

Think-Program-reCtify: 3D Situated Reasoning with Large Language Models. - Qingrong He; Kejun Lin; Shizhe Chen; Anwen Hu; Qin Jin (CoRR, 2024)

TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning. - Liang Zhang; Anwen Hu; Haiyang Xu 001; Ming Yan 008; Yichen Xu; Qin Jin; Ji Zhang 011; Fei Huang 002 (CoRR, 2024)

mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding. - Anwen Hu; Haiyang Xu 001; Liang Zhang; Jiabo Ye; Ming Yan 008; Ji Zhang 011; Qin Jin; Fei Huang 002; Jingren Zhou 001 (ACL (1), 2025)

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models. - Jiabo Ye; Haiyang Xu 001; Haowei Liu; Anwen Hu; Ming Yan 008; Qi Qian 001; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001 (ICLR, 2025)