ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal Understanding. - Bingning Wang; Feiyang Lv; Ting Yao; Jin Ma 003; Yu Luo; Haijin Liang (CIKM, 2022)

Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset. - Haolin Deng; Yanan Zhang; Yangfan Zhang; Wangyang Ying; Changlong Yu; Jun Gao; Wei Wang 138; Xiaoling Bai; Nan Yang; Jin Ma 003; Xiang Chen; Tianhua Zhou (EMNLP, 2022)

Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation. - Kaiyu Huang; Peng Li 030; Jin Ma 003; Yang Liu 005 (EMNLP, 2022)

ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal Understanding. - Bingning Wang; Feiyang Lv; Ting Yao; Yiming Yuan; Jin Ma 003; Yu Luo; Haijin Liang (CoRR, 2022)

Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval. - Yizhen Chen; Jie Wang; Lijian Lin; Zhongang Qi; Jin Ma 003; Ying Shan (AAAI, 2023)

DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization. - Songyang Gao; Shihan Dou; Yan Liu 002; Xiao Wang 001; Qi Zhang 001; Zhongyu Wei; Jin Ma 003; Ying Shan (ACL (1), 2023)

On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection. - Songyang Gao; Shihan Dou; Qi Zhang 001; Xuanjing Huang 001; Jin Ma 003; Ying Shan (ACL (Findings), 2023)

Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation. - Kaiyu Huang; Peng Li 030; Jin Ma 003; Ting Yao; Yang Liu 005 (ACL (1), 2023)

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. - Limao Xiong; Jie Zhou 012; Qunxi Zhu; Xiao Wang 001; Yuanbin Wu; Qi Zhang 001; Tao Gui; Xuanjing Huang 001; Jin Ma 003; Ying Shan (ACL (Findings), 2023)

Event-Centric Query Expansion in Web Search. - Yanan Zhang; Weijie Cui; Yangfan Zhang; Xiaoling Bai; Zhe Zhang; Jin Ma 003; Xiang Chen; Tianhua Zhou (ACL (industry), 2023)

Characterizing the Impacts of Instances on Robustness. - Rui Zheng; Zhiheng Xi; Qin Liu 010; Wenbin Lai; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Jin Ma 003; Ying Shan; Weifeng Ge (ACL (Findings), 2023)

Improving Query Correction Using Pre-train Language Model In Search Engines. - Dezhi Ye; Bowen Tian; Jiabin Fan; Jie Liu 075; Tianhua Zhou; Xiang Chen; Mingming Li; Jin Ma 003 (CIKM, 2023)

VTLayout: A Multi-Modal Approach for Video Text Layout. - Yuxuan Zhao; Jin Ma 003; Zhongang Qi; Zehua Xie; Yu Luo; Qiusheng Kang; Ying Shan (ACM Multimedia, 2023)

T2Ranking: A Large-scale Chinese Benchmark for Passage Ranking. - Xiaohui Xie; Qian Dong; Bingning Wang; Feiyang Lv; Ting Yao; Weinan Gan; Zhijing Wu 001; Xiangsheng Li; Haitao Li 006; Yiqun Liu 001; Jin Ma 003 (SIGIR, 2023)

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. - Limao Xiong; Jie Zhou 015; Qunxi Zhu; Xiao Wang 001; Yuanbin Wu; Qi Zhang 001; Tao Gui; Xuanjing Huang 001; Jin Ma 003; Ying Shan (CoRR, 2023)

Event-driven Real-time Retrieval in Web Search. - Nan Yang; Shusen Zhang; Yannan Zhang; Xiaoling Bai; Hualong Deng; Tianhua Zhou; Jin Ma 003 (CoRR, 2023)

WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations. - Haolin Deng; Chang Wang; Xin Li; Dezhang Yuan; Junlang Zhan; Tianhua Zhou; Jin Ma 003; Jun Gao; Ruifeng Xu 001 (ACL (1), 2024)

Span Confusion is All You Need for Chinese Spelling Correction. - Dezhi Ye; Haomei Jia; Bowen Tian; Jie Liu 075; Haijin Liang; Jin Ma 003; Wenmin Wang 001 (CIKM, 2024)

Enhancing Asymmetric Web Search through Question-Answer Generation and Ranking. - Dezhi Ye; Jie Liu 075; Jiabin Fan; Bowen Tian; Tianhua Zhou; Xiang Chen; Jin Ma 003 (KDD, 2024)

CBVS: A Large-Scale Chinese Image-Text Benchmark for Real-World Short Video Search Scenarios. - Xiangshuo Qiao; Xianxin Li; Xiaozhe Qu; Jie Zhang; Yang Liu 005; Yu Luo; Cihang Jin; Jin Ma 003 (MMSR@CIKM, 2024)

mR2AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA. - Tao Zhang; Ziqi Zhang; Zongyang Ma; Yuxin Chen; Zhongang Qi; Chunfeng Yuan; Bing Li 001; Junfu Pu; Yuxuan Zhao; Zehua Xie; Jin Ma 003; Ying Shan; et al. (CoRR, 2024)

Best Practices for Distilling Large Language Models into BERT for Web Search Ranking. - Dezhi Ye; Junwei Hu; Jiabin Fan; Bowen Tian; Jie Liu 075; Haijin Liang; Jin Ma 003 (COLING (Industry), 2025)

QSpell 250K: A Large-Scale, Practical Dataset for Chinese Search Query Spell Correction. - Dezhi Ye; Haomei Jia; Junwei Hu; Bowen Tian; Jie Liu 075; Haijin Liang; Jin Ma 003; Wenmin Wang 001 (NAACL (Industry Track), 2025)

ARC-Hunyuan-Video-7B: Structured Video Comprehension of Real-World Shorts. - Yuying Ge; Yixiao Ge; Chen Li 046; Teng Wang; Junfu Pu; Yizhuo Li 001; Lu Qiu; Jin Ma 003; Lisheng Duan; Xinyu Zuo; Jinwen Luo; Weibo Gu; et al. (CoRR, 2025)