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Have We Designed Generalizable Structural Knowledge Promptings?
Systematic Evaluation and Rethinking
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2024
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Yichi Zhang
Zhuo Chen
Lingbing Guo
Yajing Xu
S S Chen
Mengshu Sun
Binbin Hu
Zhiqiang Zhang
Lei Liang
Wen Zhang
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OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction
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2024
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Luo Yu-jie
Xiangyuan Ru
Kangwei Liu
Lin Yuan
Mengshu Sun
Ningyu Zhang
Lei Liang
Zhiqiang Zhang
Jun Zhou
Wei Lei
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UniHR: Hierarchical Representation Learning for Unified Knowledge Graph
Link Prediction
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2024
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Zhi-Qiang Liu
Mingyang Chen
Hua Yin
Zhuo Chen
Ziqi Liu
Lei Liang
Huajun Chen
Wen Zhang
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Exploring Model Kinship for Merging Large Language Models
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2024
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Yuxi Hu
Yunzhi Yao
Ningyu Zhang
Shumin Deng
Huajun Chen
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MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
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2024
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Chenxi Wang
Xiang Chen
Ningyu Zhang
Bozhong Tian
Haoming Xu
Shumin Deng
Huajun Chen
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Benchmarking Agentic Workflow Generation
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2024
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Shuofei Qiao
Runnan Fang
Zhisong Qiu
Xiaobin Wang
Ningyu Zhang
Yong Jiang
Pengjun Xie
Fei Huang
Huajun Chen
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SciSafeEval: A Comprehensive Benchmark for Safety Alignment of Large
Language Models in Scientific Tasks
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2024
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Tianhao Li
Jingyu Lu
Chuangxin Chu
Tianyu Zeng
Yujia Zheng
Mei Li
Haotian Huang
Bin Wu
Zhiqing Liu
Kai Ma
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Benchmarking Chinese Knowledge Rectification in Large Language Models
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2024
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Tianhe Lu
J. Fang
Yunzhi Yao
Xin Xu
Ningyu Zhang
Huajun Chen
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OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
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2024
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Ningyu Zhang
Zekun Xi
Yujie Luo
Peng Wang
Bozhong Tian
Yunzhi Yao
Jintian Zhang
Shumin Deng
Mengshu Sun
Lei Liang
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RuleAlign: Making Large Language Models Better Physicians with
Diagnostic Rule Alignment
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2024
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Xiaohan Wang
Xiaoyan Yang
Yuqi Zhu
Yue Shen
Jian Wang
Wei Peng
Lei Liang
Jinjie Gu
Huajun Chen
Ningyu Zhang
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Knowledge Mechanisms in Large Language Models: A Survey and Perspective
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2024
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Mengru Wang
Yunzhi Yao
Ziwen Xu
Shuofei Qiao
Shumin Deng
Peng Wang
Xiang Chen
Jia-Chen Gu
Yong Jiang
Pengjun Xie
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NativE: Multi-modal Knowledge Graph Completion in the Wild
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2024
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Yichi Zhang
Zhuo Chen
Lingbing Guo
Yajing Xu
Binbin Hu
Ziqi Liu
Wen Zhang
Huajun Chen
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SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph
Neural Network
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2024
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Yushan Zhu
Wen Zhang
Yajing Xu
Zhen Yao
Mingyang Chen
Huajun Chen
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Croppable Knowledge Graph Embedding
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2024
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Yushan Zhu
Wen Zhang
Zhi-Qiang Liu
Mingyang Chen
Lei Liang
Huajun Chen
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To Forget or Not? Towards Practical Knowledge Unlearning for Large
Language Models
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2024
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Bozhong Tian
Xiaozhuan Liang
Siyuan Cheng
Qingbin Liu
Mengru Wang
Dianbo Sui
Xi Chen
Huajun Chen
Ningyu Zhang
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Symbolic Learning Enables Self-Evolving Agents
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2024
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Wangchunshu Zhou
Yixin Ou
Shengwei Ding
Li Long
Jialong Wu
Tiannan Wang
Jiamin Chen
Shuai Wang
Xiaohua Xu
Ningyu Zhang
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InstructRL4Pix: Training Diffusion for Image Editing by Reinforcement
Learning
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2024
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Tiancheng Li
Jinxiu Liu
Huajun Chen
Qi Liu
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Knowledge Circuits in Pretrained Transformers
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2024
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Yunzhi Yao
Ningyu Zhang
Zekun Xi
Mengru Wang
Ziwen Xu
Shumin Deng
Huajun Chen
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Agent Planning with World Knowledge Model
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2024
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Shuofei Qiao
Runnan Fang
Ningyu Zhang
Yuqi Zhu
Xiang Chen
Shumin Deng
Yong Jiang
Pengjun Xie
Fei Huang
Huajun Chen
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RaFe: Ranking Feedback Improves Query Rewriting for RAG
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2024
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Shengyu Mao
Yong Jiang
Boli Chen
Xiao Li
Peng Wang
Xinyu Wang
Pengjun Xie
Fei Huang
Huajun Chen
Ningyu Zhang
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WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of
Large Language Models
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2024
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Peng Wang
Zexi Li
Ningyu Zhang
Ziwen Xu
Yunzhi Yao
Yong Jiang
Pengjun Xie
Fei Huang
Huajun Chen
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Start From Zero: Triple Set Prediction for Automatic Knowledge Graph Completion
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2024
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Wen Zhang
Yajing Xu
Peng Ye
Zhiwei Huang
Zezhong Xu
Jiaoyan Chen
Jeff Z. Pan
Huajun Chen
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NativE: Multi-modal Knowledge Graph Completion in the Wild
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2024
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Yichi Zhang
Zhuo Chen
Lingbing Guo
Yajing Xu
Binbin Hu
Ziqi Liu
Wen Zhang
Huajun Chen
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PDF
Chat
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Editing Language Model-Based Knowledge Graph Embeddings
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2024
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Siyuan Cheng
Ningyu Zhang
Bozhong Tian
Xi Chen
Qingbin Liu
Huajun Chen
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Detoxifying Large Language Models via Knowledge Editing
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2024
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Mengru Wang
Ningyu Zhang
Ziwen Xu
Zekun Xi
Shumin Deng
Yunzhi Yao
Qishen Zhang
Linyi Yang
Jindong Wang
Huajun Chen
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InBox: Recommendation with Knowledge Graph using Interest Box Embedding
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2024
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Zezhong Xu
Yincen Qu
Wen Zhang
Lei Liang
Huajun Chen
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Prompt-fused framework for Inductive Logical Query Answering
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2024
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Zezhong Xu
Peng Ye
Lei Liang
Huajun Chen
Wen Zhang
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The Power of Noise: Toward a Unified Multi-modal Knowledge Graph
Representation Framework
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2024
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Zhuo Chen
Fang Yin
Yichi Zhang
Lingbing Guo
Jiaoyan Chen
Huajun Chen
Wen Zhang
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Editing Conceptual Knowledge for Large Language Models
|
2024
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Xiaohan Wang
Shengyu Mao
Ningyu Zhang
Shumin Deng
Yunzhi Yao
Yue Shen
Lei Liang
Jinjie Gu
Huajun Chen
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KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
|
2024
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Yuqi Zhu
Shuofei Qiao
Yixin Ou
Shumin Deng
Ningyu Zhang
Shiwei Lyu
Yue Shen
Lei Liang
Jinjie Gu
Huajun Chen
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Distributed representations of entities in open-world knowledge graphs
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2024
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Lingbing Guo
Zhuo Chen
Jiaoyan Chen
Yichi Zhang
Zequn Sun
Zhongpu Bo
Fang Yin
Xiaoze Liu
Huajun Chen
Wen Zhang
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InstructEdit: Instruction-based Knowledge Editing for Large Language
Models
|
2024
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Bozhong Tian
Siyuan Cheng
Xiaozhuan Liang
Ningyu Zhang
Yi Hu
Kouying Xue
Yanjie Gou
Xi Chen
Huajun Chen
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IEPile: Unearthing Large-Scale Schema-Based Information Extraction
Corpus
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2024
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Honghao Gui
Hongbin Ye
Lin Yuan
Ningyu Zhang
Mengshu Sun
Lei Liang
Huajun Chen
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CodeKGC: Code Language Model for Generative Knowledge Graph Construction
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2024
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Zhen Bi
Jing Chen
Yinuo Jiang
Feiyu Xiong
Wei Guo
Huajun Chen
Ningyu Zhang
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Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
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2024
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Zhuo Chen
Yichi Zhang
Yin Fang
Yuxia Geng
Lingbing Guo
Xiang Chen
Qian Li
Wen Zhang
Jiaoyan Chen
Yushan Zhu
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PDF
Chat
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Unified Hallucination Detection for Multimodal Large Language Models
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2024
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Xiang Chen
Chenxi Wang
Yida Xue
Ningyu Zhang
Xiaoyan Yang
Qiang Li
Yue Shen
Jinjie Gu
Huajun Chen
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EasyInstruct: An Easy-to-use Instruction Processing Framework for Large
Language Models
|
2024
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Yixin Ou
Ningyu Zhang
Honghao Gui
Ziwen Xu
Shuofei Qiao
Yida Xue
Runnan Fang
Kangwei Liu
Lei Li
Zhen Bi
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AUTOACT: Automatic Agent Learning from Scratch via Self-Planning
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2024
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Shuofei Qiao
Ningyu Zhang
Runnan Fang
Yujie Luo
Wangchunshu Zhou
Yuchen Eleanor Jiang
Chengfei Lv
Huajun Chen
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Making Language Models Better Tool Learners with Execution Feedback
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2024
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Shuofei Qiao
Honghao Gui
Chengfei Lv
Qianghuai Jia
Huajun Chen
Ningyu Zhang
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MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
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2023
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Zhuo Chen
Jiaoyan Chen
Wen Zhang
Lingbing Guo
Fang Yin
Yufeng Huang
Yichi Zhang
Yuxia Geng
Jeff Z. Pan
Wenting Song
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Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs
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2023
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Mingyang Chen
Wen Zhang
Yuxia Geng
Zezhong Xu
Jeff Z. Pan
Huajun Chen
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One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER
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2023
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Xiang Chen
Lei Li
Shuofei Qiao
Ningyu Zhang
Chuanqi Tan
Yong Jiang
Fei Huang
Huajun Chen
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Graph Sampling-based Meta-Learning for Molecular Property Prediction
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2023
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Xiang Zhuang
Qiang Zhang
Bin Wu
Keyan Ding
Yin Fang
Huajun Chen
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Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction
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2023
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Yunzhi Yao
Shengyu Mao
Ningyu Zhang
Xiang Chen
Shumin Deng
Xi Chen
Huajun Chen
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NeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation Learning
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2023
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Wen Zhang
Zhen Qiang Yao
Mingyang Chen
Zhiwei Huang
Huajun Chen
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Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding
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2023
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Mingyang Chen
Wen Zhang
Zhen Yao
Yushan Zhu
Yang Gao
Jeff Z. Pan
Huajun Chen
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DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning
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2023
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Zhuo Chen
YuâFeng Huang
Jiaoyan Chen
Yuxia Geng
Wen Zhang
Yin Fang
Jeff Z. Pan
Huajun Chen
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Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey
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2023
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Jiaoyan Chen
Yuxia Geng
Zhuo Chen
Jeff Z. Pan
Yuan He
Wen Zhang
Ian Horrocks
Huajun Chen
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Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer
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2023
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Wen Zhang
Yushan Zhu
Mingyang Chen
Yuxia Geng
Yufeng Huang
Yajing Xu
Wenting Song
Huajun Chen
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Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph
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2023
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Shumin Deng
Chengming Wang
Zhoubo Li
Ningyu Zhang
Zelin Dai
Hehong Chen
Feiyu Xiong
Ming Yan
Qiang Chen
Mosha Chen
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Relational Message Passing for Fully Inductive Knowledge Graph Completion
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2023
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Yuxia Geng
Jiaoyan Chen
Jeff Z. Pan
Mingyang Chen
Song Jiang
Wen Zhang
Huajun Chen
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Chat
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Tele-Knowledge Pre-training for Fault Analysis
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2023
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Zhuo Chen
Zhang Wen
YuâFeng Huang
Mingyang Chen
Yuxia Geng
Hongtao Yu
Zhen Bi
Yichi Zhang
Zhen Yao
Wenting Song
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One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER
|
2023
|
Xiang Chen
Lei Li
Qiaoshuo Fei
Ningyu Zhang
Chuanqi Tan
Yong Jiang
Fei Huang
Huajun Chen
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Editing Language Model-based Knowledge Graph Embeddings
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2023
|
Siyuan Cheng
Ningyu Zhang
Bozhong Tian
Zelin Dai
Feiyu Xiong
Wei Guo
Huajun Chen
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Domain-Agnostic Molecular Generation with Self-feedback
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2023
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Yin Fang
Ningyu Zhang
Zhuo Chen
Xiaohui Fan
Huajun Chen
|
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Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding
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2023
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Mingyang Chen
Wen Zhang
Zhen Yao
Yushan Zhu
Yang Gao
Jeff Z. Pan
Huajun Chen
|
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Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs
|
2023
|
Mingyang Chen
Wen Zhang
Yuxia Geng
Zezhong Xu
Jeff Z. Pan
Huajun Chen
|
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CodeKGC: Code Language Model for Generative Knowledge Graph Construction
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2023
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Zhen Bi
Jing Chen
Yinuo Jiang
Feiyu Xiong
Wei Guo
Huajun Chen
Ningyu Zhang
|
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PDF
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LOGEN: Few-Shot Logical Knowledge-Conditioned Text Generation With Self-Training
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2023
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Shumin Deng
Jiacheng Yang
Hongbin Ye
Chuanqi Tan
Mosha Chen
Songfang Huang
Fei Huang
Huajun Chen
Ningyu Zhang
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Continual Multimodal Knowledge Graph Construction
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2023
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Xiang Chen
Jintian Zhang
Xiaohan Wang
Tongtong Wu
Shumin Deng
Yongheng Wang
Luo Si
Huajun Chen
Ningyu Zhang
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Schema-adaptable Knowledge Graph Construction
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2023
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Hongbin Ye
Honghao Gui
Xin Xu
Huajun Chen
Ningyu Zhang
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Knowledge Rumination for Pre-trained Language Models
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2023
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Yunzhi Yao
Peng Wang
Shengyu Mao
Chuanqi Tan
Fei Huang
Huajun Chen
Ningyu Zhang
|
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Making Language Models Better Tool Learners with Execution Feedback
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2023
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Shuofei Qiao
Honghao Gui
Huajun Chen
Ningyu Zhang
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LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
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2023
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Yuqi Zhu
Xiaohan Wang
Jing Chen
Shuofei Qiao
Yixin Ou
Yunzhi Yao
Shumin Deng
Huajun Chen
Ningyu Zhang
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Editing Large Language Models: Problems, Methods, and Opportunities
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2023
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Yunzhi Yao
Peng Wang
Bozhong Tian
Siyuan Cheng
Zhoubo Li
Shumin Deng
Huajun Chen
Ningyu Zhang
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Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems
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2023
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Lingbing Guo
Weiqing Wang
Zhuo Chen
Ningyu Zhang
Zequn Sun
Yixuan Lai
Qiang Zhang
Huajun Chen
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Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
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2023
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Lingbing Guo
Zhuo Chen
Jiaoyan Chen
Huajun Chen
|
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Chat
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Relphormer: Relational Graph Transformer for Knowledge Graph Representations
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2023
|
Zhen Bi
Siyuan Cheng
Jing Chen
Xiaozhuan Liang
Feiyu Xiong
Wei Guo
Huajun Chen
Ningyu Zhang
|
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Reasoning with Language Model Prompting: A Survey
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2023
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Shuofei Qiao
Yixin Ou
Ningyu Zhang
Xiang Chen
Yunzhi Yao
Shumin Deng
Chuanqi Tan
Fei Huang
Huajun Chen
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EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
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2023
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Peng Wang
Ningyu Zhang
Xin Xie
Yunzhi Yao
Bozhong Tian
Mengru Wang
Zekun Xi
Siyuan Cheng
Kangwei Liu
Guozhou Zheng
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A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning
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2023
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Long Jin
Zhen Yao
Mingyang Chen
Huajun Chen
Wen Zhang
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When Do Program-of-Thoughts Work for Reasoning?
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2023
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Zhen Bi
Ningyu Zhang
Yinuo Jiang
Shumin Deng
Guozhou Zheng
Huajun Chen
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Agents: An Open-source Framework for Autonomous Language Agents
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2023
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Wangchunshu Zhou
Yuchen Eleanor Jiang
Li Long
Jialong Wu
Tiannan Wang
Shi Qiu
Jintian Zhang
Jing Chen
Ruipu Wu
Shuai Wang
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Unveiling the Pitfalls of Knowledge Editing for Large Language Models
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2023
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Zhoubo Li
Ningyu Zhang
Yunzhi Yao
Mengru Wang
Xi Chen
Huajun Chen
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Editing Personality for LLMs
|
2023
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Shengyu Mao
Ningyu Zhang
Xiaohan Wang
Mengru Wang
Yunzhi Yao
Yong Jiang
Pengjun Xie
Fei Huang
Huajun Chen
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OceanGPT: A Large Language Model for Ocean Science Tasks
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2023
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Zhen Bi
Ningyu Zhang
Yida Xue
Yixin Ou
Daxiong Ji
Guozhou Zheng
Huajun Chen
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Can We Edit Multimodal Large Language Models?
|
2023
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Siyuan Cheng
Bozhong Tian
Qingbin Liu
Xi Chen
Yongheng Wang
Huajun Chen
Ningyu Zhang
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Unveiling the Siren's Song: Towards Reliable Fact-Conflicting Hallucination Detection
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2023
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Xiang Chen
Duanzheng Song
Honghao Gui
Chengxi Wang
Ningyu Zhang
Fei Huang
Chengfei Lv
Dan Zhang
Huajun Chen
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Learning Invariant Molecular Representation in Latent Discrete Space
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2023
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Xiang Zhuang
Qiang Zhang
Keyan Ding
Yatao Bian
Xinghuan Wang
Jingsong Lv
Hongyang Chen
Huajun Chen
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Large Knowledge Model: Perspectives and Challenges
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2023
|
Huajun Chen
|
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Schema-adaptable Knowledge Graph Construction
|
2023
|
Hongbin Ye
Honghao Gui
Xin Xu
Xi Chen
Huajun Chen
Ningyu Zhang
|
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PDF
Chat
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Editing Large Language Models: Problems, Methods, and Opportunities
|
2023
|
Yunzhi Yao
Peng Wang
Bozhong Tian
Siyuan Cheng
Zhoubo Li
Shumin Deng
Huajun Chen
Ningyu Zhang
|
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+
PDF
Chat
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Knowledge Rumination for Pre-trained Language Models
|
2023
|
Yunzhi Yao
Peng Wang
Shengyu Mao
Chuanqi Tan
Fei Huang
Huajun Chen
Ningyu Zhang
|
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+
PDF
Chat
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Can We Edit Multimodal Large Language Models?
|
2023
|
Siyuan Cheng
Bozhong Tian
Qingbin Liu
Xi Chen
Yongheng Wang
Huajun Chen
Ningyu Zhang
|
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PDF
Chat
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Benchmarking knowledge-driven zero-shot learning
|
2022
|
Yuxia Geng
Jiaoyan Chen
Xiang Zhuang
Zhuo Chen
Jeff Z. Pan
Juan Li
Zonggang Yuan
Huajun Chen
|
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PDF
Chat
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NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs
|
2022
|
Wen Zhang
Xiangnan Chen
Zhen Yao
Mingyang Chen
Yushan Zhu
Hongtao Yu
YuâFeng Huang
Yajing Xu
Ningyu Zhang
Zezhong Xu
|
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PDF
Chat
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Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion
|
2022
|
Xiang Chen
Ningyu Zhang
Lei Li
Shumin Deng
Chuanqi Tan
Changliang Xu
Fei Huang
Luo Si
Huajun Chen
|
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PDF
Chat
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Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding
|
2022
|
Mingyang Chen
Wen Zhang
Yushan Zhu
Hongting Zhou
Zonggang Yuan
Changliang Xu
Huajun Chen
|
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Chat
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Molecular Contrastive Learning with Chemical Element Knowledge Graph
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2022
|
Fang Yin
Qiang Zhang
Haihong Yang
Xiang Zhuang
Shumin Deng
Wen Zhang
Ming Qin
Zhuo Chen
Xiaohui Fan
Huajun Chen
|
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+
PDF
Chat
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Relphormer: Relational Graph Transformer for Knowledge Graph
Representation
|
2022
|
Zhen Bi
Siyuan Cheng
Ningyu Zhang
Xiaozhuan Liang
Feiyu Xiong
Huajun Chen
|
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PDF
Chat
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KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction
|
2022
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Xiang Chen
Ningyu Zhang
Xin Xie
Shumin Deng
Yunzhi Yao
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
|
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Chat
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From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer
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2022
|
Xin Xie
Ningyu Zhang
Zhoubo Li
Shumin Deng
Hui Chen
Feiyu Xiong
Mosha Chen
Huajun Chen
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Ontology-enhanced Prompt-tuning for Few-shot Learning
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2022
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Hongbin Ye
Ningyu Zhang
Shumin Deng
Xiang Chen
Hui Chen
Feiyu Xiong
Xi Chen
Huajun Chen
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DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population
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2022
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Ningyu Zhang
Xin Xu
Liankuan Tao
Haiyang Yu
Hongbin Ye
Xin Xie
Xiang Chen
Zhoubo Li
Lei Li
Xiaozhuan Liang
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Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective
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2022
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Wen Zhang
Jiaoyan Chen
Juan Li
Zezhong Xu
Jeff Z. Pan
Huajun Chen
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PKGM: A Pre-trained Knowledge Graph Model for E-commerce Application
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2022
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Wen Zhang
Chi-Man Wong
Ganqinag Ye
Bo Wen
Hongting Zhou
Wei Zhang
Huajun Chen
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Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings
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2022
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Ningyu Zhang
Xin Xie
Xiang Chen
Shumin Deng
Chuanqi Tan
Fei Huang
Xu Cheng
Huajun Chen
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Contrastive Demonstration Tuning for Pre-trained Language Models
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2022
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Xiaozhuan Liang
Ningyu Zhang
Siyuan Cheng
Zhen Bi
Zhenru Zhang
Chuanqi Tan
Songfang Huang
Fei Huang
Huajun Chen
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Kformer: Knowledge Injection in Transformer Feed-Forward Layers
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2022
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Yunzhi Yao
Shaohan Huang
Ningyu Zhang
Dong Li
Furu Wei
Huajun Chen
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Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction
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2022
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Xiang Chen
Ningyu Zhang
Lei Li
Yunzhi Yao
Shumin Deng
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
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Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce
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2022
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Yincen Qu
Ningyu Zhang
Hui Chen
Zelin Dai
Zezhong Xu
Chengming Wang
Xiaoyu Wang
Qiang Chen
Huajun Chen
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Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
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2022
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Xiang Chen
Lei Li
Ningyu Zhang
Xiaozhuan Liang
Shumin Deng
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
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NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs
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2022
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Wen Zhang
Xiangnan Chen
Zhen Yao
Mingyang Chen
Yushan Zhu
Hongtao Yu
YuâFeng Huang
Zezhong Xu
Yajing Xu
Ningyu Zhang
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Kformer: Knowledge Injection in Transformer Feed-Forward Layers
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2022
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Yunzhi Yao
Shaohan Huang
Dong Li
Furu Wei
Huajun Chen
Ningyu Zhang
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Ruleformer: Context-aware Differentiable Rule Mining over Knowledge Graph
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2022
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Zezhong Xu
Peng Ye
Hui Chen
Meng Zhao
Huajun Chen
Wen Zhang
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Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph
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2022
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Shumin Deng
Hui Chen
Zhoubo Li
Feiyu Xiong
Qiang Chen
Mosha Chen
Xiangwen Liu
Jiaoyan Chen
Jeff Z. Pan
Huajun Chen
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LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings
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2022
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Xin Xie
Zhoubo Li
Xiaohan Wang
Shumin Deng
Feiyu Xiong
Huajun Chen
Ningyu Zhang
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Multimodal Analogical Reasoning over Knowledge Graphs
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2022
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Ningyu Zhang
Lei Li
Xiang Chen
Xiaozhuan Liang
Shumin Deng
Huajun Chen
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Relational Message Passing for Fully Inductive Knowledge Graph Completion
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2022
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Yuxia Geng
Jiaoyan Chen
Wen Zhang
Jeff Z. Pan
Mingyang Chen
Huajun Chen
Song Jiang
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Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction
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2022
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Yunzhi Yao
Shengyu Mao
Xiang Chen
Ningyu Zhang
Shumin Deng
Huajun Chen
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Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting
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2022
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Mingyang Chen
Wen Zhang
Zhen Yao
Xiangnan Chen
Mengxiao Ding
Fei Huang
Huajun Chen
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Generative Knowledge Graph Construction: A Review
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2022
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Hongbin Ye
Ningyu Zhang
Hui Chen
Huajun Chen
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On Analyzing the Role of Image for Visual-enhanced Relation Extraction
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2022
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Lei Li
Xiang Chen
Shuofei Qiao
Feiyu Xiong
Huajun Chen
Ningyu Zhang
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Disentangled Ontology Embedding for Zero-shot Learning
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2022
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Yuxia Geng
Jiaoyan Chen
Wen Zhang
Yajing Xu
Zhuo Chen
Jeff Z. Pan
YuâFeng Huang
Feiyu Xiong
Huajun Chen
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Reasoning with Language Model Prompting: A Survey
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2022
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Shuofei Qiao
Yixin Ou
Ningyu Zhang
Xiang Chen
Yunzhi Yao
Shumin Deng
Chuanqi Tan
Huang Fei
Huajun Chen
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Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study
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2022
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Xin Xu
Xiang Chen
Ningyu Zhang
Xin Xie
Xi Chen
Huajun Chen
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Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce
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2022
|
Yincen Qu
Ningyu Zhang
Hui Chen
Zelin Dai
Chengming Wang
Xiaoyu Wang
Qiang Chen
Huajun Chen
|
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PDF
Chat
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Generative Knowledge Graph Construction: A Review
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2022
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Hongbin Ye
Ningyu Zhang
Hui Chen
Huajun Chen
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Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study
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2022
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Xin Xu
Xiang Chen
Ningyu Zhang
Xin Xie
Xi Chen
Huajun Chen
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PDF
Chat
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Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction
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2021
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Luoqiu Li
Xiang Chen
Zhen Bi
Xin Xie
Shumin Deng
Ningyu Zhang
Chuanqi Tan
Mosha Chen
Huajun Chen
|
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+
PDF
Chat
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Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules
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2021
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Wen Zhang
Shumin Deng
Mingyang Chen
Liang Wang
Qiang Chen
Feiyu Xiong
Xiangwen Liu
Huajun Chen
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PDF
Chat
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FedE: Embedding Knowledge Graphs in Federated Setting
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2021
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Mingyang Chen
Wen Zhang
Zonggang Yuan
Yantao Jia
Huajun Chen
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PDF
Chat
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Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training
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2021
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Ganqiang Ye
Wen Zhang
Zhen Bi
Chi Man Wong
Hui Chen
Huajun Chen
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Standing on the Shoulders of Predecessors: Meta-Knowledge Transfer for Knowledge Graphs.
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2021
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Mingyang Chen
Wen Zhang
Yushan Zhu
Hongting Zhou
Zonggang Yuan
Changliang Xu
Huajun Chen
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Knowledge Perceived Multi-modal Pretraining in E-commerce
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2021
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Yushan Zhu
Huaixiao Zhao
Wei Zhang
Ganqiang Ye
Hui Chen
Ningyu Zhang
Huajun Chen
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LightNER: A Lightweight Generative Framework with Prompt-guided Attention for Low-resource NER
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2021
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Xiang Chen
Ningyu Zhang
Lei Li
Xin Xie
Shumin Deng
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
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PDF
Chat
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AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba
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2021
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Ningyu Zhang
Qianghuai Jia
Shumin Deng
Xiang Chen
Hongbin Ye
Hui Chen
Huaixiao Tou
Gang Huang
Zhao Wang
Nengwei Hua
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Document-level Relation Extraction as Semantic Segmentation
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2021
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Ningyu Zhang
Xiang Chen
Xin Xie
Shumin Deng
Chuanqi Tan
Mosha Chen
Fei Huang
Luo Si
Huajun Chen
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Knowledge-aware Zero-Shot Learning: Survey and Perspective
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2021
|
Jiaoyan Chen
Yuxia Geng
Zhuo Chen
Ian Horrocks
Jeff Z. Pan
Huajun Chen
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K-ZSL: Resources for Knowledge-driven Zero-shot Learning.
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2021
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Yuxia Geng
Jiaoyan Chen
Zhuo Chen
Jeff Z. Pan
Zonggang Yuan
Huajun Chen
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PDF
Chat
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Contrastive Triple Extraction with Generative Transformer
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2021
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Hongbin Ye
Ningyu Zhang
Shumin Deng
Mosha Chen
Chuanqi Tan
Fei Huang
Huajun Chen
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PDF
Chat
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OntoZSL: Ontology-enhanced Zero-shot Learning
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2021
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Yuxia Geng
Jiaoyan Chen
Zhuo Chen
Jeff Z. Pan
Zhiquan Ye
Zonggang Yuan
Yantao Jia
Huajun Chen
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AdaPrompt: Adaptive Prompt-based Finetuning for Relation Extraction
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2021
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Xiang Chen
Xin Xie
Ningyu Zhang
Jiahuan Yan
Shumin Deng
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
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Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction
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2021
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Xiang Chen
Ningyu Zhang
Xin Xie
Shumin Deng
Yunzhi Yao
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
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PDF
Chat
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Billion-scale Pre-trained E-commerce Product Knowledge Graph Model
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2021
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Wen Zhang
Chi-Man Wong
Ganqiang Ye
Bo Wen
Wei Zhang
Huajun Chen
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OntoZSL: Ontology-enhanced Zero-shot Learning
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2021
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Yuxia Geng
Jiaoyan Chen
Zhuo Chen
Jeff Z. Pan
Zhiquan Ye
Zonggang Yuan
Yantao Jia
Huajun Chen
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ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning
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2021
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Xin Xie
Xiangnan Chen
Xiang Chen
Wang Yong
Ningyu Zhang
Shumin Deng
Huajun Chen
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Knowledge-aware Zero-Shot Learning: Survey and Perspective
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2021
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Jiaoyan Chen
Yuxia Geng
Zhuo Chen
Ian Horrocks
Jeff Z. Pan
Huajun Chen
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Knowledge-aware Contrastive Molecular Graph Learning
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2021
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Yin Fang
Haihong Yang
Xiang Zhuang
Xin Shao
Xiaohui Fan
Huajun Chen
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Disentangled Contrastive Learning for Learning Robust Textual Representations
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2021
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Xiang Chen
Xin Xie
Zhen Bi
Hongbin Ye
Shumin Deng
Ningyu Zhang
Huajun Chen
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Billion-scale Pre-trained E-commerce Product Knowledge Graph Model
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2021
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Wen Zhang
Chi-Man Wong
Ganqiang Ye
Bo Wen
Wei Zhang
Huajun Chen
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Interventional Aspect-Based Sentiment Analysis
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2021
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Zhen Bi
Ningyu Zhang
Ganqiang Ye
Haiyang Yu
Xi Chen
Huajun Chen
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MLBiNet: A Cross-Sentence Collective Event Detection Network
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2021
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Dongfang Lou
Zhilin Liao
Shumin Deng
Ningyu Zhang
Huajun Chen
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OntoED: Low-resource Event Detection with Ontology Embedding
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2021
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Shumin Deng
Ningyu Zhang
Luoqiu Li
Hui Chen
Tou Huaixiao
Mosha Chen
Fei Huang
Huajun Chen
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AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba
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2021
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Ningyu Zhang
Qianghuai Jia
Shumin Deng
Xiang Chen
Hongbin Ye
Hui Chen
Huaixiao Tou
Gang Huang
Zhao Wang
Nengwei Hua
|
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Document-level Relation Extraction as Semantic Segmentation
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2021
|
Ningyu Zhang
Xiang Chen
Xin Xie
Shumin Deng
Chuanqi Tan
Mosha Chen
Fei Huang
Luo Si
Huajun Chen
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MLBiNet: A Cross-Sentence Collective Event Detection Network
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2021
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Dongfang Lou
Zhilin Liao
Shumin Deng
Ningyu Zhang
Huajun Chen
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OntoED: Low-resource Event Detection with Ontology Embedding
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2021
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Shumin Deng
Ningyu Zhang
Luoqiu Li
Hui Chen
Tou Huaixiao
Mosha Chen
Fei Huang
Huajun Chen
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Zero-shot Visual Question Answering using Knowledge Graph
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2021
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Zhuo Chen
Jiaoyan Chen
Yuxia Geng
Jeff Z. Pan
Zonggang Yuan
Huajun Chen
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PDF
Chat
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ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning
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2021
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Xin Xie
Xiangnan Chen
Xiang Chen
Yong Wang
Ningyu Zhang
Shumin Deng
Huajun Chen
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Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
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2021
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Ningyu Zhang
Luoqiu Li
Xiang Chen
Shumin Deng
Zhen Bi
Chuanqi Tan
Fei Huang
Huajun Chen
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PDF
Chat
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Zero-Shot Visual Question Answering Using Knowledge Graph
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2021
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Zhuo Chen
Jiaoyan Chen
Yuxia Geng
Jeff Z. Pan
Zonggang Yuan
Huajun Chen
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Learning to Ask for Data-Efficient Event Argument Extraction
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2021
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Hongbin Ye
Ningyu Zhang
Zhen Bi
Shumin Deng
Chuanqi Tan
Hui Chen
Fei Huang
Huajun Chen
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Principled Representation Learning for Entity Alignment
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2021
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Lingbing Guo
Zequn Sun
Mingyang Chen
Wei Hu
Qiang Zhang
Huajun Chen
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PDF
Chat
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On Robustness and Bias Analysis of BERT-Based Relation Extraction
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2021
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Luoqiu Li
Xiang Chen
Hongbin Ye
Zhen Bi
Shumin Deng
Ningyu Zhang
Huajun Chen
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LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training
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2021
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Ningyu Zhang
Hongbin Ye
Jiacheng Yang
Shumin Deng
Chuanqi Tan
Mosha Chen
Songfang Huang
Fei Huang
Huajun Chen
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Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training
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2021
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Ganqiang Ye
Wen Zhang
Zhen Bi
Chi Man Wong
Hui Chen
Huajun Chen
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Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
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2021
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Jiaoyan Chen
Yuxia Geng
Zhuo Chen
Jeff Z. Pan
Yuan He
Wen Zhang
Ian Horrocks
Huajun Chen
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PDF
Chat
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Disentangled Contrastive Learning for Learning Robust Textual Representations
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2021
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Xiang Chen
Xin Xie
Zhen Bi
Hongbin Ye
Shumin Deng
Ningyu Zhang
Huajun Chen
|
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LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting
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2021
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Xiang Chen
Lei Li
Shumin Deng
Chuanqi Tan
Changliang Xu
Fei Huang
Luo Si
Huajun Chen
Ningyu Zhang
|
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Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules
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2021
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Wen Zhang
Shumin Deng
Mingyang Chen
Liang Wang
Qiang Chen
Feiyu Xiong
Xiangwen Liu
Huajun Chen
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Benchmarking Knowledge-driven Zero-shot Learning
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2021
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Yuxia Geng
Jiaoyan Chen
Xiang Zhuang
Zhuo Chen
Jeff Z. Pan
Juan Li
Zonggang Yuan
Huajun Chen
|
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+
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Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction
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2021
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Luoqiu Li
Xiang Chen
Zhen Bi
Xin Xie
Shumin Deng
Ningyu Zhang
Chuanqi Tan
Mosha Chen
Huajun Chen
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Neural Entity Summarization with Joint Encoding and Weak Supervision
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2020
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Junyou Li
Gong Cheng
Qingxia Liu
Wen Zhang
Evgeny Kharlamov
Kalpa Gunaratna
Huajun Chen
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Ontology-guided Semantic Composition for Zero-shot Learning
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2020
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Jiaoyan Chen
Freddy Lécué
Yuxia Geng
Jeff Z. Pan
Huajun Chen
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PDF
Chat
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Relation Adversarial Network for Low Resource Knowledge Graph Completion
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2020
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Ningyu Zhang
Shumin Deng
Zhanlin Sun
Jiaoyan Chen
Wei Zhang
Huajun Chen
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PDF
Chat
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Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection
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2020
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Shumin Deng
Ningyu Zhang
Jiaojian Kang
Yichi Zhang
Wei Zhang
Huajun Chen
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Generative Adversarial Zero-shot Learning via Knowledge Graphs
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2020
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Yuxia Geng
Jiaoyan Chen
Zhuo Chen
Zhiquan Ye
Zonggang Yuan
Yantao Jia
Huajun Chen
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Neural Entity Summarization with Joint Encoding and Weak Supervision
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2020
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Junyou Li
Gong Cheng
Qingxia Liu
Wen Zhang
Evgeny Kharlamov
Kalpa Gunaratna
Huajun Chen
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Ontology-guided Semantic Composition for Zero-Shot Learning
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2020
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Jiaoyan Chen
Freddy Lécué
Yuxia Geng
Jeff Z. Pan
Huajun Chen
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FedE: Embedding Knowledge Graphs in Federated Setting
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2020
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Mingyang Chen
Wen Zhang
Zonggang Yuan
Yantao Jia
Huajun Chen
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Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification
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2020
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Juan Li
Ruoxu Wang
Ningyu Zhang
Wei Zhang
Fan Yang
Huajun Chen
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Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction
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2020
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Haiyang Yu
Ningyu Zhang
Shumin Deng
Hongbin Ye
Wei Zhang
Huajun Chen
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PDF
Chat
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Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification
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2020
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Juan Li
Ruoxu Wang
Ningyu Zhang
Wen Zhang
Fan Yang
Huajun Chen
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On Robustness and Bias Analysis of BERT-based Relation Extraction
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2020
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Luoqiu Li
Xiang Chen
Hongbin Ye
Zhen Bi
Shumin Deng
Ningyu Zhang
Huajun Chen
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Decentralized Knowledge Graph Representation Learning
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2020
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Lingbing Guo
Zhuo Chen
Jiaoyan Chen
Yichi Zhang
Zequn Sun
Zhongpo Bo
Fang Yin
Xiaoze Liu
Huajun Chen
Wen Zhang
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Relation-Gated Domain Adaptation for Relation Extraction
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2019
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Ningyu Zhang
Shumin Deng
Zhanlin Sun
Jiaoayan Chen
Wei Zhang
Huajun Chen
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Improving Few-shot Text Classification via Pretrained Language Representations.
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2019
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Ningyu Zhang
Zhanlin Sun
Shumin Deng
Jiaoyan Chen
Huajun Chen
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Augmenting Transfer Learning with Semantic Reasoning
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2019
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Freddy Lécué
Jiaoyan Chen
Jeff Z. Pan
Huajun Chen
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PDF
Chat
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Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning
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2019
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Wen Zhang
Bibek Paudel
Liang Wang
Jiaoyan Chen
Hai Zhu
Wei Zhang
Abraham Bernstein
Huajun Chen
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Chat
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Interaction Embeddings for Prediction and Explanation in Knowledge Graphs
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2019
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Wen Zhang
Bibek Paudel
Wei Zhang
Abraham Bernstein
Huajun Chen
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Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning
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2019
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Wen Zhang
Bibek Paudel
Liang Wang
Jiaoyan Chen
Hai Zhu
Wei Zhang
Abraham Bernstein
Huajun Chen
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Human-centric Transfer Learning Explanation via Knowledge Graph [Extended Abstract]
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2019
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Yuxia Geng
Jiaoyan Chen
Ernesto JimĂšnez-Ruiz
Huajun Chen
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PDF
Chat
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Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks
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2019
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Ningyu Zhang
Shumin Deng
Zhanlin Sun
Guanying Wang
Xi Chen
Wei Zhang
Huajun Chen
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Augmenting Transfer Learning with Semantic Reasoning
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2019
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Freddy Lécué
Jiaoyan Chen
Jeff Z. Pan
Huajun Chen
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Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks
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2019
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Ningyu Zhang
Shumin Deng
Zhanlin Sun
Guanying Wang
Xi Chen
Wei Zhang
Huajun Chen
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Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning
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2019
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Ningyu Zhang
Shumin Deng
Zhanlin Sun
Jiaoyan Chen
Wei Zhang
Huajun Chen
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Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs
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2019
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Mingyang Chen
Wen Zhang
Wei Zhang
Qiang Chen
Huajun Chen
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Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs
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2019
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Mingyang Chen
Wen Zhang
Wei Zhang
Qiang Chen
Huajun Chen
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Relation Adversarial Network for Low Resource Knowledge Graph Completion
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2019
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Ningyu Zhang
Shumin Deng
Zhanlin Sun
Jiaoayan Chen
Wei Zhang
Huajun Chen
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When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification
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2019
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Shumin Deng
Ningyu Zhang
Zhanlin Sun
Jiaoyan Chen
Huajun Chen
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Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction
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2018
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Ningyu Zhang
Shumin Deng
Zhanling Sun
Xi Chen
Wei Zhang
Huajun Chen
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Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction
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2018
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Ningyu Zhang
Shumin Deng
Zhanlin Sun
Xi Chen
Wei Zhang
Huajun Chen
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Learning from Ontology Streams with Semantic Concept Drift
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2017
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Jiaoyan Chen
Freddy Lécué
Jeff Z. Pan
Huajun Chen
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Learning from Ontology Streams with Semantic Concept Drift
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2017
|
Freddy Lécué
Jiaoyan Chen
Jeff Z. Pan
Huajun Chen
|