面向商务大数据的知识图谱引擎构建方法与关键技术研究
91846204
2018
F0607.知识表示与处理
陈华钧
重大研究计划
教授
浙江大学
240万元
商务大数据;知识图谱;知识图谱融合;语义推理;语义分析
2019-01-01到2022-12-31
- 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 | LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting | 会议论文 | Xiang Chen;Lei Li;Shumin Deng;Chuanqi Tan;Changliang Xu;Fei Huang;Luo Si;Huajun Chen;Ningyu Zhang |
| 2 | NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs | 会议论文 | Wen Zhang;Xiangnan Chen;Zhen Yao;Mingyang Chen;Yushan Zhu;Hongtao Yu;Yufeng Huang;Zezhong Xu;Yajing Xu;Ningyu Zhang;Zonggang Yuan;Feiyu Xiong;Huajun Chen |
| 3 | LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection | 会议论文 | Zhuo Chen;Yufeng Huang;Jiaoyan Chen;Yuxia Geng;Yin Fang;Jeff Pan;Ningyu Zhang;Wen Zhang |
| 4 | Disentangled Ontology Embedding for Zero-shot Learning | 会议论文 | Yuxia Geng;Jiaoyan Chen;Wen Zhang;Yajing Xu;Zhuo Chen;Jeff Z. Pan;Yufeng Huang;Feiyu Xiong;Huajun Chen |
| 5 | Human-centric Transfer Learning Explanation via Knowledge Graph | 会议论文 | Yuxia Geng;Jiaoyan Chen;Ernesto Jimenez-Ruiz;Huajun Chen |
| 6 | ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning | 会议论文 | Xin Xie;Xiangnan Chen;Xiang Chen;Yong Wang;Ningyu Zhang;Shumin Deng;Huajun Chen |
| 7 | OpenUE: An Open Toolkit of Universal Extraction from Text (低资源知识抽取) | 会议论文 | Ningyu Zhang;Shumin Deng;Fei Huang;Zhen Bi;Haiyang Yu;Jiacheng Yang;Mosha Chen;Wei Zhang;Huajun Chen |
| 8 | Learning Rule Embeddings over Knowledge Graphs: A Case Study from E-Commerce Entity Alignment (符号规则知识的表示学习) | 会议论文 | Jiaojian Kang;Wen Zhang;Wei Zhang;Hao Kong;Huajun Chen |
| 9 | Neural Symbolic Reasoning with Knowledge Graphs: Knowledge Extraction, Relational Reasoning and Inconsistency Checking (知识图谱的神经符号集成推理) | 期刊论文 | Huajun Chen;Shumin Deng;Wen Zhang;Juan Li |
| 10 | Contrastive Information Extraction with Generative Transformer. (低资源知识图谱抽取) | 期刊论文 | Ningyu Zhang;Hongbin Ye;Shumin Deng;Huajun Chen |
| 11 | Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion | 会议论文 | Xiang Chen;Ningyu Zhang;Lei Li;Shumin Deng;Chuanqi Tan;Changliang Xu;Fei Huang;Luo Si;Huajun Chen |
| 12 | Improving Conversational Recommender System by Pretraining Billion-scale Knowledge Graph (大规模知识图谱预训练) | 会议论文 | Chi-Man Wong;Fan Feng;Wen Zhang;Kun Zhao;Huajun Chen |
| 13 | Relation Adversarial Network for Low Resource Knowledge Graph Completion(长尾知识学习与推理) | 会议论文 | Ningyu Zhang;Shumin Deng;Wei Zhang;Zhanlin Sun;Jiaoyan Chen;Huajun Chen |
| 14 | 基于知识协同微调的低资源知识图谱补全方法. | 期刊论文 | 张宁豫;谢辛;陈想;陈华钧 |
| 15 | Billion-scale Pre-trained E-commerce Knowledge Graph Model(大规模知识图谱预训练) | 会议论文 | Wen Zhang;Ganqiang Ye;Bo Wen;Wei Zhang;Huajun Chen |
| 16 | Contrastive Demonstration Tuning for Pre-trained Language Models | 会议论文 | Xiaozhuan Liang;Ningyu Zhang;Siyuan Cheng;Zhenru Zhang;Chuanqi Tan;Huajun Chen |
| 17 | Generative Knowledge Graph Construction: A Review | 会议论文 | Hongbin Ye;Ningyu Zhang;Hui Chen;Huajun Chen |
| 18 | Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks (少样本知识获取相关论文) | 会议论文 | Ningyu Zhang;Shumin Deng;Wei Zhang;Zhanlin Sun;Guanying Wang;Xi Chen;Huajun Chen |
| 19 | Ontology-enhanced Prompt-tuning for Few-shot Learning (知识图谱增强深度模型) | 会议论文 | Hongbin Ye;Ningyu Zhang;Shumin Deng;Xiang Chen;Hui Chen;Feiyu Xiong;Xi Chen;Huajun Chen |
| 20 | 基于关系优先的三元组知识抽取 | 会议论文 | 庄传志;张宁豫;邓淑敏;余海阳;叶宏斌;陈华钧;靳小龙 |
| 21 | Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules | 会议论文 | Wei Zhang;Shumin Deng;Mingyang Chen;Liang Wang;Qiang Chen;Feiyu Xiong;Xiangwen Liu;Huajun Chen |
| 22 | DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning | 会议论文 | Zhuo Chen;Yufeng Huang;Jiaoyan Chen;Yuxia Geng;Wen Zhang;Yin Fang;Jeff Z. Pan;Huajun Chen |
| 23 | Learning to Ask for Data-Efficient Event Argument Extraction (低资源知识图谱构建) | 会议论文 | Hongbin Ye;Ningyu Zhang;Zhen Bi;Shumin Deng;Fei Huang;Huajun Chen |
| 24 | Drop Redundant Shrink Irrelevant: Selective Knowledge Injection for Language Model Pretrain.(知识图谱增强预训练模型) | 会议论文 | Ningyu Zhang;Shumin Deng;Luoqiu Li;Huajun Chen |
| 25 | Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning (符号规则与表示学习融合的知识图谱推理) | 会议论文 | Wen Zhang;Bibek Paudel;Liang Wang;Jiaoyan Chen;Hai Zhu;Wei Zhang;Abraham Bernstein;Huajun Chen |
| 26 | Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding | 会议论文 | Mingyang Chen;Wen Zhang;Zhen Yao;Yushan Zhu;Yang Gao;Jeff Z. Pan;Huajun Chen |
| 27 | Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning | 会议论文 | Xiang Chen;Lei Li;Ningyu Zhang;Xiaozhuan Liang;Shumin Deng;Chuanqi Tan;Fei Huang;Luo Si;Huajun Chen |
| 28 | Contrastive Triple Extraction with Generative Transformer(低资源知识图谱构建) | 会议论文 | Hongbin Ye;Ningyu Zhang;Shumin Deng;Mosha Chen;Chuanqi Tan;Fei Huang;Huajun Chen |
| 29 | Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection | 会议论文 | Shumin Deng;Ningyu Zhang;Jiaojian Kang;Yichi Zhang;Wei Zhang;Huajun Chen |
| 30 | Ruleformer: Context-aware Rule Mining over Knowledge Graph | 会议论文 | Zezhong Xu;Peng Ye;Hui Chen;Meng Zhao;Huajun Chen;Wen Zhang |
| 31 | Zero-shot Visual Question Answering using Knowledge Graph. | 会议论文 | Zhuo Chen;Jiaoyan Chen;Yuxia Geng;Jeff Z. Pan;Huajun Chen |
| 32 | When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification (低资源的知识学习) | 会议论文 | Shumin Deng;Ningyu Zhang;Zhanlin Sun;Jiaoyan Chen;Huajun Chen |
| 33 | Explainable Zero-shot Learning via Attentive Graph Convolutional Network and Knowledge Graph (知识图谱增强的机器学习可解释性) | 期刊论文 | Yuxia Geng;Jiaoyan Chen;Zhiquan Ye;Wei Zhang;Zonggang Yuan;Huajun Chen |
| 34 | Knowledge Graph Embeddings for Dealing with Concept Drift in Machine Learning (符号知识图谱增强的深度学习) | 期刊论文 | Jiaoyan Chen;Freddy Lecue;Jeff Z. Pan;Huajun Chen |
| 35 | MLBiNet: A Cross-Sentence Collective Event Detection Network. ACL2021 main conference. (低资源知识图谱构建) | 会议论文 | Dongfang Lou;Zhilin Liao;Ningyu Zhang;Huajun Chen |
| 36 | AliCG: Fine-grained and Evolable Conceptual Graph Construction for Semantic Search at Alibaba. | 会议论文 | Ningyu Zhang;Qianghuai Jia;Shumin Deng;Xiang Chen;Hongbin Ye;Hui Chen;Huaixiao Tou;Gang Huang;Zhao Wang;Nengwei Hua;Huajun Chen |
| 37 | Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network | 会议论文 | Shumin Deng;Ningyu Zhang;Wen Zhang;Jiaoyan Chen;Jeff Z.Pan;Huajun Chen |
| 38 | Relational Message Passing for Fully Inductive Knowledge Graph Completion | 会议论文 | Yuxia Geng;Jiaoyan Chen;Jeff Z. Pan;Mingyang Chen;Song Jiang;Wen Zhang;Huajun Chen |
| 39 | Deep Reinforcement Learning for Entity Alignment | 会议论文 | Lingbing Guo;Yuqiang Han;Qiang Zhang;Huajun Chen |
| 40 | Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training | 会议论文 | Ye Ganqiang;Zhang Wen;Bi Zhen;Wong Chi Man;Hui Chen;Chen Huajun |
| 41 | Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction(低资源少样本知识抽取) | 会议论文 | Haiyang Yu;Ningyu Zhang;Shumin Deng;Hongbin Ye;Wei Zhang;Huajun Chen |
| 42 | OntoZSL: Ontology-enhanced Zero-shot Learning (知识驱动的零样本学习) | 会议论文 | Yuxia Geng;Jiaoyan Chen;Zhuo Chen;Jeff Z. Pan;Zhiquan Ye;Zonggang Yuan;Yantao Jia;Huajun Chen |
| 43 | From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer | 会议论文 | Xin Xie;Ningyu Zhang;Zhoubo Li;Shumin Deng;Hui Chen;Feiyu Xiong;Mosha Chen;Huajun Chen |
| 44 | Knowledge Perceived Multi-modal Pretraining in E-commerce . | 会议论文 | Yushan Zhu;Huaixiao Zhao;Wen Zhang;Huajun Chen |
| 45 | Understanding and Improving Knowledge Graph Embedding for Entity Alignment | 会议论文 | Lingbing Guo;Qiang Zhang;Zequn Sun;Mingyang Chen;Wei Hu;Huajun Chen |
| 46 | Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting | 会议论文 | Chen Mingyang;Zhang Wen;Yao Zhen;Chen Xiangnan;Ding Mengxiao;Huang Fei;Chen Huajun |
| 47 | Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification (逻辑增强的零样本知识抽取) | 会议论文 | Juan Li;Ningyu Zhang;Wen Zhang;Ruoxu Wang;Fan Yang;Huajun Chen |
| 48 | XTransE: Explainable Knowledge Graph Embedding for Link Prediction with Lifestyles in e-Commerce | 会议论文 | Wen Zhang;Shumin Deng;Han Wang;Qiang Chen;Huajun Chen |
| 49 | OntoProtein: Protein Pretraining With Gene Ontology Embedding. (知识图谱增强预训练模型) | 会议论文 | Ningyu Zhang;Zhen Bi;Xiaozhuan Liang;Siyuan Chen;Haosen Hong;Shumin Deng;Qiang Zhang;Jiazhang Lian;Huajun Chen |
| 50 | Robust Triple Extraction with Cascade Bidirectional Capsule Network.(低资源知识图谱构建) | 期刊论文 | Ningyu Zhang;Shumin Deng;Wei Zhang;Huajun Chen |
| 51 | OntoED: Low-resource Event Detection with Ontology Embedding (低资源知识图谱构建) | 会议论文 | Shumin Deng;Ningyu Zhang;Luoqiu Li;Chen Hui;Tou HuaiXiao;Mosha Chen;Fei Huang;Huajun Chen |
| 52 | Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study | 会议论文 | Xin Xu;Xiang Chen;Ningyu Zhang;Xin Xie;Xi Chen;Huajun Chen |
| 53 | Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs (基于元学习的小样本推理) | 会议论文 | Mingyang Chen;Wen Zhang;Wei Zhang;Qiang Chen;Huajun Chen |
| 54 | Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning | 会议论文 | Xiang Chen;Lei Li;Ningyu Zhang;Chuanqi Tan;Fei Huang;Luo Si;Huajun Chen |
| 55 | Molecular Contrastive Learning with Chemical Element Knowledge Graph (知识图谱增强深度模型) | 会议论文 | Yin Fang;Qiang Zhang;Haihong Yang;Xiang Zhuang;Shumin Deng;Wen Zhang;Ming Qin;Zhuo Chen;Xiaohui Fan;Huajun Chen |
| 56 | Zero-shot Text Classification via Reinforced Self-training (零样本知识学习) | 会议论文 | Zhiyuan Ye;Yuxia Geng;Jiaoyan Chen;Jingmin Chen;Xiaoxiao Xu;Suhang Zheng;Feng Wang;Fei Huang;Huajun Chen |
| 57 | Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention (图神经网络应用) | 会议论文 | Ningyu Zhang;Shumin Deng;Juan Li;Xi Chen;Wei Zhang;Huajun Chen |
| 58 | FedE: Embedding Knowledge Graphs in Federated Setting | 会议论文 | Mingyang Chen;Wen Zhang;Zonggang Yuan;Yantao Jia;Huajun Chen |
| 59 | Knowledge-Enhanced Collaborative Meta Learner for Long-Tail Recommendation | 会议论文 | Bo Wen;Shumin Deng;Huajun Chen |
| 60 | scDeepSort: a Pre-trained Cell-type Annotation Method for Single-cell Transcriptomics using Deep Learning with a Weighted Graph Neural Network. | 期刊论文 | Xin Shao;Haihong Yang;Xiang Zhuang;Jie Liao;Huajun Chen;Xiaohui Fan |
| 61 | Document-level Relation Extraction as Semantic Segmentation. (低资源知识图谱构建) | 会议论文 | Xiang Chen;Ningyu Zhang;Xin Xie;Shumin Deng;Chuanqi Tan;Mosha Chen;Fei Huang;Luo Si;Huajun Chen |
| 62 | DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning. (知识图谱蒸馏) | 会议论文 | Yushan Zhu;Wen Zhang;Huajun Chen |
| 63 | Augmenting Transfer Learning with Semantic Reasoning (符号推理增强深度学习模型) | 会议论文 | Jiaoyan Chen;Freddy Lécué;Jeff Z. Pan;Huajun Chen |
| 64 | Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding | 会议论文 | Mingyang Chen;Mingyang Chen;Wen Zhang;Yushan Zhu;Hongting Zhou;Zonggang Yuan;Changliang Xu;Huajun Chen |
| 65 | Neural-Symbolic Entangled Framework for Complex Query Answering | 会议论文 | Zezhong Xu;Wen Zhang;Peng Ye;Hui Chen;Huajun Chen |
| 66 | Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners (可微提示学习) | 会议论文 | Ningyu Zhang;Luoqiu Li;Xiang Chen;Shumin Deng;Zhen Bi;Chuanqi Tan;Fei Huang;Huajun Chen |
| 67 | KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction (知识提示学习) | 会议论文 | Xiang Chen;Ningyu Zhang;Xin Xie;Shumin Deng;Yunzhi Yao;Chuanqi Tan;Fei Huang;Luo Si;Huajun Chen |
| 68 | DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population | 会议论文 | Ningyu Zhang;Xin Xu;Liankuan Tao;Haiyang Yu;Hongbin Ye;Shuofei Qiao;Xin Xie;Xiang Chen;Zhoubo Li;Lei Li;Xiaozhuan Liang;Yunzhi Yao;Shumin Deng;Peng Wang;Wen Zhang;Zhenru Zhang;Chuanqi Tan;Qiang Chen;Feiyu Xiong;Fei Huang;Guozhou Zheng;Huajun Chen |
| 69 | Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction | 会议论文 | Xiang Chen;Ningyu Zhang;Lei Li;Yunzhi Yao;Shumin Deng;Chuanqi Tan;Fei Huang;Luo Si;Huajun Chen |
| 70 | Analogical Inference Enhanced Knowledge Graph Embedding | 会议论文 | Zhen Yao;Wen Zhang;Mingyang Chen;Yufeng Huang;Yi Yang;Huajun Chen |
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