开放多模态环境下动态知识图谱补全与更新关键技术研究
62072323
2020
F0212.数据科学与大数据计算
李直旭
面上项目
研究员
中国人民大学
58万元
大数据知识计算;知识补全;知识更新;大数据知识图谱;大数据知识获取
2021-01-01到2024-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-Supervised Relation Extraction. | 会议论文 | Yu Hong;Jiahang Li;Jianchuan Feng;Chenghua Huang;Zhixu Li;Jianfeng Qu;Yanghua Xiao;Wei Wang |
| 2 | AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities | 会议论文 | Jingdan Zhang;Jiaan Wang;Xiaodan Wang;Zhixu Li;Yanghua Xiao |
| 3 | XMQAs: Constructing Complex-Modified Question-Answering Dataset for Robust Question Understanding | 期刊论文 | Yuyan Chen;Yanghua Xiao;Zhixu Li;Bang Liu |
| 4 | PromptMNER: Prompt-Based Entity-Related Visual Clue Extraction and Integration for Multimodal Named Entity Recognition | 会议论文 | Xuwu Wang;Junfeng Tian;Min Gui;Zhixu Li;Jiabo Ye;Ming Yan;Yanghua Xiao |
| 5 | A Joint Link-Retrieve Framework for Open Table-and-Text Question Answering. | 会议论文 | Jian Zou;Jiaan Wang;Ying He;Jianfeng Qu;Zhixu Li;Pengpeng Zhao;An Liu;Lei Zhao |
| 6 | A Hierarchy-aware Entity Alignment Method for Educational Knowledge Graphs | 会议论文 | Anting Li;Shisong Chen;Zhixu Li;Jianfeng Qu;Zhiang Yue;Jingping Liu |
| 7 | GANTEE: Generative Adversarial Network for Taxonomy Entering Evaluation | 会议论文 | Zhouhong Gu;Sihang Jiang;Jingping Liu;Yanghua Xiao;Hongwei Feng;Zhixu Li;Jiaqing Liang;Jian Zhong |
| 8 | 具有图像子图数量适应性的模因图配文生成方法及装置 | 专利 | 陈昱妍;肖仰华;李直旭;郭放 |
| 9 | A Survey on Cross-lingual Summarization | 期刊论文 | Jiaan Wang;Fandong Meng;Duo Zheng;Yunlong Liang;Zhixu Li;Jianfeng Qu;Jie Zhou |
| 10 | Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI | 期刊论文 | Yaoxian Song;Penglei Sun;Haoyu Liu;Zhixu Li;Wei Song;Yanghua Xiao;Xiaofang Zhou |
| 11 | Tackling Zero Pronoun Resolution and Non-Zero Coreference Resolution Jointly | 会议论文 | Shisong Chen;Binbin Gu;Jianfeng Qu;Zhixu Li;An Liu;Lei Zhao;Zhigang Chen |
| 12 | SPORTSSUM2.0: Generating High-Quality Sports News from Live Text Commentary | 会议论文 | Wang Jiaan;Li Zhixu;Yang Qiang;Qu Jianfeng;Chen Zhigang;Liu Qingsheng;Hu Guoping |
| 13 | Multi-Modal Knowledge Graph Construction and Application: A Survey. | 期刊论文 | Xiangru Zhu;Zhixu Li;Xiaodan Wang;Xueyao Jiang;Penglei Sun;Xuwu Wang;Yanghua Xiao;Nicholas Jing Yuan |
| 14 | Evidence Reasoning and Curriculum Learning for Document-Level Relation Extraction | 期刊论文 | Xu Tianyu;Qu Jianfeng;Hua Wen;Li Zhixu;Xu Jiajie;Liu An;Zhao Lei;Zhou Xiaofang |
| 15 | 面向多标签文本分类的知识增强型文档-标签注意力方法 | 专利 | 陈昱妍;肖仰华;李直旭 |
| 16 | Visualizable or Non-visualizable? Exploring the Visualizability of Concepts in Multi-modal Knowledge Graph | 会议论文 | Jiang Xueyao;Li Ailisi;Liang Jiaqing;Liu Bang;Xie Rui;Wu Wei;Li Zhixu;Xiao Yanghua |
| 17 | 机器高阶认知的预训练语言模型幽默回复能力增强方法 | 专利 | 陈昱妍;李直旭;梁家卿;肖仰华;郭放 |
| 18 | 大规模语言模型自适应提示增强方法 | 专利 | 陈昱妍;李直旭;梁家卿;肖仰华;郭放 |
| 19 | HOTVCOM: Generating Buzzworthy Comments for Videos | 会议论文 | Yuyan Chen;Songzhou Yan;Qingpei Guo;Jiyuan Jia;Zhixu Li;Yanghua Xiao |
| 20 | Can Pre-trained Language Models Interpret Similes as Smart as Human? | 会议论文 | Qianyu He;Sijie Cheng;Zhixu Li;Rui Xie;Yanghua Xiao |
| 21 | Document-Level Relation Extraction with Entity Enhancement and Context Refinement | 会议论文 | Zou Meng;Yang Qiang;Qu Jianfeng;Li Zhixu;Liu An;Zhao Lei;Chen Zhigang |
| 22 | Open-world knowledge graph completion with multiple interaction attention | 期刊论文 | Zhixu Li;Kai Zheng;Chenpeng Fu;Qingsheng Liu;Qiang Yang;Lei Niu;Zhigang Chen |
| 23 | Aligning Internal Regularity and External Influence of Multi-granularity for Temporal Knowledge Graph Embedding | 会议论文 | Tingyi Zhang;Zhixu Li;Jiaan Wang;Jianfeng Qu;Lin Yuan;An Liu;Lei Zhao;Zhigang Chen |
| 24 | Can We Have Both Fish and Bear's Paw? Improving Performance, Reliability, and both of them for Relation Extraction under Label Shift | 会议论文 | Yu Hong;Zhixu Li;Jianfeng Qu;Jiaqing Liang;Yi Luo;Miyu Zhang;Yanghua Xiao;Wei Wang |
| 25 | 面向预训练语言模型微调的参数高效型适配器微调方法 | 专利 | 陈昱妍;李直旭;肖仰华;樊哿 |
| 26 | A Novel Cascade Instruction Tuning Method for Biomedical NER | 会议论文 | Jin Zhao;Chao Liu;Jiaqing Liang;Zhixu Li;Yanghua Xiao |
| 27 | AGREE: Aligning Cross-Modal Entities for Image-Text Retrieval Upon Vision-Language Pre-trained Models | 会议论文 | Xiaodan Wang;Lei Li;Zhixu Li;Xuwu Wang;Xiangru Zhu;Chengyu Wang;Jun Huang;Yanghua Xiao |
| 28 | XMeCap: Meme Caption Generation with Sub-Image Adaptability | 会议论文 | Yuyan Chen;Songzhou Yan;Zhihong Zhu;Zhixu Li;Yanghua Xiao |
| 29 | Incorporating Commonsense Knowledge into Story Ending Generation via Heterogeneous Graph Networks | 会议论文 | Jiaan Wang;Beiqi Zou;Zhixu Li;Jianfeng Qu;Pengpeng Zhao;An Liu;Lei Zhao |
| 30 | Towards Unifying Multi-Lingual and Cross-Lingual Summarization | 会议论文 | Jiaan Wang;Fandong Meng;Duo Zheng;Yunlong Liang;Zhixu Li;Jianfeng Qu;Jie Zhou |
| 31 | 基于内部资源和外部资源的教材智能解析系统 | 专利 | 肖仰华;陈石松;李直旭;冯红伟 |
| 32 | Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models | 会议论文 | Yuyan Chen;Qiang Fu;Ge Fan;Lun Du;Jian-Guang Lou;Shi Han;Dongmei Zhang;Zhixu Li;Yanghua Xiao |
| 33 | 大规模语言模型生成答案可靠性检测方法 | 专利 | 陈昱妍;李直旭;梁家卿;肖仰华;郭放 |
| 34 | ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization | 会议论文 | Jiaan Wang;Fandong Meng;Ziyao Lu;Duo Zheng;Zhixu Li;Jianfeng Qu;Jie Zhou |
| 35 | 面向视频的细粒度多模态实体链接 | 期刊论文 | 赵海全;王续武;李金亮;李直旭;肖仰华 |
| 36 | Towards Coarse-grained Visual Language Navigation Task Planning Enhanced by Event Knowledge Graph | 会议论文 | Kaichen Zhao;Yaoxian Song;Haiquan Zhao;Haoyu Liu;Tiefeng Li;Zhixu Li |
| 37 | Adaptive Ordered Information Extraction with Deep Reinforcement Learning. | 会议论文 | Wenhao Huang;Jiaqing Liang;Zhixu Li;Yanghua Xiao;chuanjun ji |
| 38 | RT-KGD: Relation Transition Aware Knowledge-Grounded Dialogue Generation | 会议论文 | Kexin Wang;Zhixu Li;Jiaan Wang;Jianfeng Qu;Ying He;An Liu;Lei Zhao |
| 39 | Multi-modal Chorus Recognition for Improving Song Search | 会议论文 | Wang Jiaan;Li Zhixu;Gu Binbin;Zhang Tingyi;Liu Qingsheng;Chen Zhigang |
| 40 | HyperJOIE: Two-View Hyperbolic Knowledge Graph Embedding with Entities and Concepts Jointly | 会议论文 | Dong Jing;Gu Binbin;Qu Jianfeng;Liu An;Zhao Lei;Chen Zhigang;Li Zhixu |
| 41 | HTMapper: Bidirectional Head-Tail Mapping for Nested Named Entity Recognition | 会议论文 | Jin Zhao;Zhixu Li;Yanghua Xiao;Jiaqing Liang;Jingping Liu |
| 42 | A Coarse-to-Fine Framework for Entity-Relation Joint Extraction | 会议论文 | Mingchen Zhang;Jiaan Wang;Jianfeng Qu;Zhixu Li;An Liu;Lei Zhao;Zhigang Chen;Xiaofang Zhou |
| 43 | 大语言模型高语境共情增强回复生成方法及装置 | 专利 | 陈昱妍;肖仰华;李直旭 |
| 44 | MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning | 会议论文 | Tingyi Zhang;Jiaan Wang;Zhixu Li;Jianfeng Qu;An Liu;Zhigang Chen;Hongping Zhi |
| 45 | M2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base | 会议论文 | Zhiwei Zha;Jiaan Wang;Zhixu Li;Xiangru Zhu;Wei Song;Yanghua Xiao |
| 46 | Flickr30K-CFQ: A Compact and Fragmented Query Dataset for Text-image Retrieval | 会议论文 | Haoyu Liu;Yaoxian Song;Xuwu Wang;Xiangru Zhu;Zhixu Li;Wei Song;Tiefeng Li |
| 47 | Evidence-aware Document-level Relation Extraction | 会议论文 | Tianyu Xu;Wen Hua;Jianfeng Qu;Zhixu Li;Jiajie Xu;An Liu;Lei Zhao |
| 48 | Utilizing Expert Knowledge and Contextual Information for Sample-Limited Causal Graph Construction | 会议论文 | Xuwu Wang;Xueyao Jiang;Sihang Jiang;Zhixu Li;Yanghua Xiao |
| 49 | Tuning N-ary relation extraction as Machine Reading Comprehension | 期刊论文 | Pengrui Ren;Tianyu Xu;Jianfeng Qu;Yu Sang;Zhixu Li;Junhua Fang;Pengpeng Zhao;Guilin Ma |
| 50 | 非线性推理任务的解决方案生成方法及装置 | 专利 | 陈昱妍;肖仰华;李直旭 |
| 51 | 面向医疗领域的跨表数据生成方法 | 专利 | 陈昱妍;肖仰华;李直旭 |
| 52 | GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization | 会议论文 | Chenghua Huang;Shisong Chen;Zhixu Li;Jianfeng Qu;Yanghua Xiao;Jiaxin Liu;Zhigang Chen |
| 53 | Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models | 会议论文 | Yuyan Chen;Qiang Fu;Yichen Yuan;Zhihao Wen;Ge Fan;Dayiheng Liu;Zhixu Li;Yanghua Xiao;Dongmei Zhang |
| 54 | TRHyTE: Temporal Knowledge Graph Embedding Based on Temporal-Relational Hyperplanes | 会议论文 | Lin Yuan;Zhixu Li;Jianfeng Qu;Tingyi Zhang;An Liu;Lei Zhao;Zhigang Chen |
| 55 | Talk Funny! A Large-scale Humor Response Dataset with Chain-of-Humor Interpretation | 会议论文 | Yuyan Chen;Yichen Yuan;Panjun Liu;Xinyu Wang;Ge Fan;Zhixu Li;Bang Liu;Yanghua Xiao |
| 56 | Long-Document Cross-Lingual Summarization | 会议论文 | Shaohui Zheng;Zhixu Li;Jiaan Wang;Jianfeng Qu;An Liu;Lei Zhao;Zhigang Chen |
| 57 | 人设常识知识图谱、人设对话数据集以及人设一致方法 | 专利 | 陈昱妍;李直旭;肖仰华;郭放 |
| 58 | WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types | 会议论文 | Xuwu Wang;Junfeng Tian;Min Gui;Zhixu Li;Rui Wang;Ming Yan;Lihan Chen;Yanghua Xiao |
| 59 | Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning | 会议论文 | Jiaan Wang;Jianfeng Qu;Kexin Wang;Zhixu Li;Wen Hua;Ximing Li;An Liu |
| 60 | Attention-Based Multimodal Entity Linking with High-Quality Images | 会议论文 | Zhang Li;Li Zhixu;Yang Qiang |
| 61 | Can Pre-trained Language Models Understand Chinese Humor? | 会议论文 | Yuyan Chen;Zhixu Li;Jiaqing Liang;Yanghua Xiao;Bang Liu;Yunwen Chen |
| 62 | TemporalMed: Advancing Medical Dialogues with Time-Aware Responses in Large Language Models | 会议论文 | Yuyan Chen;Jin Zhao;Zhihao Wen;Zhixu Li;Yanghua Xiao |
| 63 | Enhancing both Local and Global Entity Linking Models with Attention | 会议论文 | Li Jinliang;Liu Haoyu;Zhang Yulong;Zhang Li;Yang Qiang;Qu Jianfeng;Li Zhixu |
| 64 | Multimodal Named Entity Recognition with Image Attributes and Image Knowledge | 会议论文 | Chen Dawei;Li Zhixu;Gu Binbin;Chen Zhigang |
| 65 | FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph | 会议论文 | Xiaodan Wang;Chengyu Wang;Lei Li;Zhixu Li;Ben Chen;Linbo Jin;jun huang;Yanghua Xiao;Ming Gao |
| 66 | CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models | 会议论文 | Zhiwei Zha;Xiangru Zhu;Yuanyi Xu;Chenghua Huang;Jingping Liu;Zhixu Li;Xuwu Wang;Yanghua Xiao;Bei Yang;Xiaoxiao Xu |
| 67 | 面向医疗对话的时间感知增强回复生成方法及装置 | 专利 | 陈昱妍;肖仰华;石庭豪;李直旭 |
| 68 | Knowledge Enhanced Sports Game Summarization | 会议论文 | Jiaan Wang;Zhixu Li;Tingyi Zhang;Duo Zheng;Jianfeng Qu;An Liu;Lei Zhao;Zhigang Chen |
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