Knowledge_Graph

2023-01-30 Protein Representation Learning via Knowledge Enhanced Primary Structure Modeling Hong-Yu Zhou, Yunxiang Fu, Zhicheng Zhang, Cheng Bian, Yizhou Yu arXiv_CL arXiv_CL Represenation_Learning Knowledge Knowledge_Graph Pose Relation Attention Language_Model PDF
2023-01-30 Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport Jianheng Tang, Weiqi Zhang, Jiajin Li, Kangfei Zhao, Fugee Tsung, Jia Li arXiv_AI arXiv_AI Embedding Unsupervised Optimization Knowledge Knowledge_Graph Pose PDF
2023-01-30 KG-BERTScore: Incorporating Knowledge Graph into BERTScore for Reference-Free Machine Translation Evaluation Zhanglin Wu, Min Zhang, Ming Zhu, Yinglu Li, Ting Zhu, Hao Yang, Song Peng, Ying Qin arXiv_AI arXiv_AI Bert Knowledge Knowledge_Graph Pose Relation Matching PDF
2023-01-29 Adapting Neural Link Predictors for Complex Query Answering Erik Arakelyan, Pasquale Minervini, Isabelle Augenstein arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Prediction PDF
2023-01-28 Semantic Parsing for Conversational Question Answering over Knowledge Graphs Laura Perez-Beltrachini, Parag Jain, Emilio Monti, Mirella Lapata arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation PDF
2023-01-26 Understanding Finetuning for Factual Knowledge Extraction from Language Models Mehran Kazemi, Sid Mittal, Deepak Ramachandran arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Action Language_Model Prediction PDF
2023-01-26 Box$^2$EL: Concept and Role Box Embeddings for the Description Logic EL++ Mathias Jackermeier, Jiaoyan Chen, Ian Horrocks arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Ontology Prediction PDF
2023-01-26 Towards Knowledge-Centric Process Mining Asjad Khan, Arsal Huda, Aditya Ghose, Hoa Khanh Dam arXiv_AI arXiv_AI Knowledge Knowledge_Graph Face PDF
2023-01-25 Editing Language Model-based Knowledge Graph Embeddings Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Zelin Dai, Feiyu Xiong, Wei Guo, Huajun Chen arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Language_Model PDF
2023-01-24 The Semantic Scholar Open Data Platform Rodney Kinney, Chloe Anastasiades, Russell Authur, Iz Beltagy, Jonathan Bragg, Alexandra Buraczynski, Isabel Cachola, Stefan Candra, Yoganand Chandrasekhar, Arman Cohan, Miles Crawford, Doug Downey, Jason Dunkelberger, Oren Etzioni, Rob Evans, Sergey Feldman, Joseph Gorney, David Graham, Fangzhou Hu, Regan Huff, Daniel King, Sebastian Kohlmeier, Bailey Kuehl, Michael Langan, Daniel Lin, Haokun Liu, Kyle Lo, Jaron Lochner, Kelsey MacMillan, Tyler Murray, Chris Newell, Smita Rao, Shaurya Rohatgi, Paul Sayre, Zejiang Shen, Amanpreet Singh, Luca Soldaini, Shivashankar Subramanian, Amber Tanaka, Alex D. Wade, Linda Wagner, Lucy Lu Wang, Chris Wilhelm, Caroline Wu, Jiangjiang Yang, Angele Zamarron, Madeleine Van Zuylen, Daniel S. Weld arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Action PDF
2023-01-24 Story Shaping: Teaching Agents Human-like Behavior with Stories Xiangyu Peng, Christopher Cui, Wei Zhou, Renee Jia, Mark Riedl arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Knowledge_Graph Pose Action PDF
2023-01-24 Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Panče Panov, Tome Eftimov, Carola Doerr arXiv_AI arXiv_AI Embedding Optimization Knowledge Knowledge_Graph Pose Ontology Classification GAN Prediction PDF
2023-01-21 Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning Siyuan Wang, Zhongyu Wei, Jiarong Xu, Zhihao Fan arXiv_CL arXiv_CL Transformer Embedding Sparse Knowledge Knowledge_Graph Pose Language_Model PDF
2023-01-20 causalgraph: A Python Package for Modeling, Persisting and Visualizing Causal Graphs Embedded in Knowledge Graphs Sven Pieper, Carl Willy Mehling, Dominik Hirsch, Tobias Lüke, Steffen Ihlenfeldt arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Ontology Face Inference PDF
2023-01-17 Knowledge Acquisition and Completion for Long-Term Human-Robot Interactions using Knowledge Graph Embedding E. Bartoli, F. Argenziano, V. Suriani, D. Nardi arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Action Relation PDF
2023-01-14 Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation Giacomo Balloccu, Ludovico Boratto, Christian Cancedda, Gianni Fenu, Mirko Marras arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation Recommendation PDF
2023-01-13 Sem@$K$: Is my knowledge graph embedding model semantic-aware? Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Prediction PDF
2023-01-12 Modeling the evolution of temporal knowledge graphs with uncertainty Soeren Nolting, Zhen Han, Volker Tresp arXiv_AI arXiv_AI Knowledge Knowledge_Graph Prediction PDF
2023-01-11 Diving Deep into Modes of Fact Hallucinations in Dialogue Systems Souvik Das, Sougata Saha, Rohini K. Srihari arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Detection QA PDF
2023-01-10 There is No Big Brother or Small Brother: Knowledge Infusion in Language Models for Link Prediction and Question Answering Ankush Agarwal, Sakharam Gawade, Sachin Channabasavarajendra, Pushpak Bhattacharyya arXiv_AI arXiv_AI Knowledge Knowledge_Graph Deep_Learning Language_Model Prediction QA PDF
2023-01-10 Language Models sounds the Death Knell of Knowledge Graphs Kunal Suri, Atul Singh, Prakhar Mishra, Swapna Sourav Rout, Rajesh Sabapathy arXiv_AI arXiv_AI Recognition Bert Knowledge Knowledge_Graph Self-Supervised Ontology Action Deep_Learning Relation Medical Language_Model PDF
2023-01-09 SCENE: Reasoning about Traffic Scenes using Heterogeneous Graph Neural Networks Thomas Monninger, Julian Schmidt, Jan Rupprecht, David Raba, Julian Jordan, Daniel Frank, Steffen Staab, Klaus Dietmayer arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Ontology Classification Relation PDF
2023-01-07 Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules Yinyu Lan, Shizhu He, Kang Liu, Jun Zhao arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose PDF
2023-01-06 IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence Modeling Yilin Wen, Biao Luo, Yuqian Zhao arXiv_AI arXiv_AI Recognition Reinforcement_Learning OCR Optimization Sparse Optical_Character Knowledge Knowledge_Graph Pose Inference Prediction PDF
2023-01-04 Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer Zhixiang Su, Di Wang, Chunyan Miao, Lizhen Cui arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Pose Relation Few-Shot Language_Model Prediction PDF
2023-01-03 StarGraph: Knowledge Representation Learning based on Incomplete Two-hop Subgraph Hongzhu Li, Xiangrui Gao, Linhui Feng, Yafeng Deng, Yuhui Yin arXiv_CL arXiv_CL Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Attention PDF
2023-01-03 A Survey On Few-shot Knowledge Graph Completion with Structural and Commonsense Knowledge Haodi Ma, Daisy Zhe Wang arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Pose Survey Relation Few-Shot Prediction PDF
2023-01-03 Analogical Inference Enhanced Knowledge Graph Embedding Yao Zhen, Zhang Wen, Chen Mingyang, Huang Yufeng, Yang Yi, Chen Huajun arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Self-Supervised Pose Relation Inference Prediction PDF
2023-01-02 IRT2: Inductive Linking and Ranking in Knowledge Graphs of Varying Scale Felix Hamann, Adrian Ulges, Maurice Falk arXiv_AI arXiv_AI Sparse Knowledge Knowledge_Graph Prediction PDF
2023-01-02 A Concept Knowledge Graph for User Next Intent Prediction at Alipay Yacheng He, Qianghuai Jia, Lin Yuan, Ruopeng Li, Yixin Ou, Ningyu Zhang arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-12-29 MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen arXiv_AI arXiv_AI Transformer Unsupervised Knowledge Knowledge_Graph Pose Relation PDF
2022-12-28 Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation Xiong Liu, Iya Khalil, Murthy Devarakonda arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Prediction Recommendation PDF
2022-12-26 Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning Jiwei Wei, Yang Yang, Zeyu Ma, Jingjing Li, Xing Xu, Heng Tao Shen arXiv_CV arXiv_CV Zero-Shot Knowledge Knowledge_Graph Pose Action Relation CNN PDF
2022-12-22 Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation Xiaoyu Zhang, Xin Xin, Dongdong Li, Wenxuan Liu, Pengjie Ren, Zhumin Chen, Jun Ma, Zhaochun Ren arXiv_AI arXiv_AI Sparse Knowledge Knowledge_Graph Pose Relation Recommendation PDF
2022-12-21 Knowledge-driven Scene Priors for Semantic Audio-Visual Embodied Navigation Gyan Tatiya, Jonathan Francis, Luca Bondi, Ingrid Navarro, Eric Nyberg, Jivko Sinapov, Jean Oh arXiv_AI arXiv_AI Transformer Reinforcement_Learning 3D Knowledge Knowledge_Graph Pose Relation PDF
2022-12-21 Automatic Semantic Modeling for Structural Data Source with the Prior Knowledge from Knowledge Base Jiakang Xu, Wolfgang Mayer, HongYu Zhang, Keqing He, Zaiwen Feng arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Ontology Relation Matching PDF
2022-12-21 Predicting the Score of Atomic Candidate OWL Class Axioms Ali Ballout (UCA, Laboratoire I3S - SPARKS, WIMMICS), Andrea G B Tettamanzi (Laboratoire I3S - SPARKS, UCA, WIMMICS), Célia da Costa Pereira (UCA, Laboratoire I3S - SPARKS) arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Ontology PDF
2022-12-21 The URW-KG: a Resource for Tackling the Underrepresentation of non-Western Writers Marco Antonio Stranisci, Giuseppe Spillo, Cataldo Musto, Viviana Patti, Rossana Damiano arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose PDF
2022-12-21 Integrating Heterogeneous Domain Information into Relation Extraction: A Case Study on Drug-Drug Interaction Extraction Masaki Asada arXiv_CL arXiv_CL Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Attention Medical Prediction PDF
2022-12-20 SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization Hyunwoo Kim, Jack Hessel, Liwei Jiang, Ximing Lu, Youngjae Yu, Pei Zhou, Ronan Le Bras, Malihe Alikhani, Gunhee Kim, Maarten Sap, Yejin Choi arXiv_CL arXiv_CL Knowledge Knowledge_Graph Language_Model PDF
2022-12-19 A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja, Boshi Wang, Hugo Latapie, Jayanth Srinivasa, Yu Su arXiv_AI arXiv_AI Transformer Salient Knowledge Knowledge_Graph Pose Attention Inference Prediction PDF
2022-12-19 Answering Complex Logical Queries on Knowledge Graphs via Query Tree Optimization Yushi Bai, Xin Lv, Juanzi Li, Lei Hou arXiv_AI arXiv_AI Embedding Optimization Knowledge Knowledge_Graph Pose PDF
2022-12-15 Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking Mingyu Lee, Jun-Hyung Park, Junho Kim, Kang-Min Kim, SangKeun Lee arXiv_CL arXiv_CL Transformer Bert Knowledge Knowledge_Graph Pose Language_Model PDF
2022-12-14 Towards Linguistically Informed Multi-Objective Pre-Training for Natural Language Inference Maren Pielka, Svetlana Schmidt, Lisa Pucknat, Rafet Sifa arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Inference Prediction PDF
2022-12-12 BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge Graph Jingjing Xu, Maria Biryukov, Martin Theobald, Vinu Ellampallil Venugopal arXiv_AI arXiv_AI Knowledge Knowledge_Graph Relation GAN QA PDF
2022-12-12 Reasoning over Different Types of Knowledge Graphs: Static, Temporal and Multi-Modal Ke Liang, Lingyuan Meng, Meng Liu, Yue Liu, Wenxuan Tu, Siwei Wang, Sihang Zhou, Xinwang Liu, Fuchun Sun arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Survey Recommendation PDF
2022-12-11 MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles Mohamad Yaser Jaradeh, Markus Stocker, Sören Auer arXiv_CL arXiv_CL Recognition Knowledge Knowledge_Graph Action Summarization PDF
2022-12-10 A Unified Knowledge Graph Service for Developing Domain Language Models in AI Software Ruiqing Ding, Xiao Han, Leye Wang arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Language_Model PDF
2022-12-10 REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory Ziniu Hu, Ahmet Iscen, Chen Sun, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi arXiv_AI arXiv_AI Image_Caption Transformer Knowledge Knowledge_Graph Pose VQA Caption Language_Model PDF
2022-12-10 Expanding Knowledge Graphs with Humans in the Loop Emaad Manzoor, Jordan Tong, Sriniketh Vijayaraghavan, Rui Li arXiv_AI arXiv_AI Segmentation Knowledge Knowledge_Graph Pose Prediction Recommendation PDF
2022-12-09 CKG: Dynamic Representation Based on Context and Knowledge Graph Xunzhu Tang, Tiezhu Sun, Rujie Zhu, Shi Wang arXiv_CL arXiv_CL Bert Knowledge Knowledge_Graph Pose PDF
2022-12-07 Analysis of Drug repurposing Knowledge graphs for Covid-19 Ajay Kumar Gogineni arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Attention Medical Prediction Recommendation PDF
2022-12-06 KATSum: Knowledge-aware Abstractive Text Summarization Guan Wang, Weihua Li, Edmund Lai, Jianhua Jiang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation Summarization PDF
2022-12-06 ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen arXiv_CL arXiv_CL Zero-Shot Knowledge Knowledge_Graph Relation PDF
2022-12-06 Towards a more efficient computation of individual attribute and policy contribution for post-hoc explanation of cooperative multi-agent systems using Myerson values Giorgio Angelotti, Natalia Díaz-Rodríguez arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Knowledge_Graph Pose Quantitative Relation PDF
2022-12-05 Entity Set Co-Expansion in StackOverflow Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Language_Model PDF
2022-12-05 A Machine with Short-Term, Episodic, and Semantic Memory Systems Taewoon Kim, Michael Cochez, Vincent François-Lavet, Mark Neerincx, Piek Vossen arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Knowledge_Graph PDF
2022-12-05 Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation Yangbin Chen, Chunfeng Liang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Emotion Action PDF
2022-12-04 Query-Driven Knowledge Base Completion using Multimodal Path Fusion over Multimodal Knowledge Graph Yang Peng, Daisy Zhe Wang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Inference PDF
2022-12-04 Utilizing Background Knowledge for Robust Reasoning over Traffic Situations Jiarui Zhang, Filip Ilievski, Aravinda Kollaa, Jonathan Francis, Kaixin Ma, Alessandro Oltramari arXiv_AI arXiv_AI Zero-Shot Knowledge Knowledge_Graph Action Inference Language_Model QA PDF
2022-12-04 KPT: Keyword-guided Pre-training for Grounded Dialog Generation Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Self-Supervised Pose Few-Shot Language_Model QA PDF
2022-12-03 RHO : Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji, Zihan Liu, Nayeon Lee, Tiezheng Yu, Bryan Wilie, Min Zeng, Pascale Fung arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation Attention Language_Model QA PDF
2022-12-02 Knowledge Graph Quality Evaluation under Incomplete Information Xiaodong Li, Chenxin Zou, Yi Cai, Yuelong Zhu arXiv_AI arXiv_AI Knowledge Adversarial Knowledge_Graph Pose PDF
2022-12-02 Relation-aware Language-Graph Transformer for Question Answering Jinyoung Park, Hyeong Kyu Choi, Juyeon Ko, Hyeonjin Park, Ji-Hoon Kim, Jisu Jeong, Kyungmin Kim, Hyunwoo J. Kim arXiv_AI arXiv_AI Transformer Embedding Knowledge Knowledge_Graph Pose Action Relation Attention Medical Language_Model QA PDF
2022-12-02 UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Pose Relation Language_Model QA Matching PDF
2022-11-30 A Deep Learning Approach to the Prediction of Drug Side-Effects on Molecular Graphs Pietro Bongini, Elisa Messori, Niccolò Pancino, Monica Bianchini arXiv_AI arXiv_AI Knowledge Knowledge_Graph Classification Deep_Learning Prediction PDF
2022-11-30 Logic and Commonsense-Guided Temporal Knowledge Graph Completion Guanglin Niu, Bo Li arXiv_AI arXiv_AI Embedding Regularization Knowledge Knowledge_Graph Pose Inference PDF
2022-11-30 A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods Shantanu Jaiswal, Liu Yan, Dongkyu Choi, Kenneth Kwok arXiv_CL arXiv_CL Salient Knowledge Knowledge_Graph Ontology Relation GAN Inference PDF
2022-11-29 Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Pose Language_Model PDF
2022-11-29 Dependency-aware Self-training for Entity Alignment Bing Liu, Tiancheng Lan, Wen Hua, Guido Zuccon arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose PDF
2022-11-29 Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu arXiv_AI arXiv_AI Embedding Regularization Knowledge Knowledge_Graph Pose Relation PDF
2022-11-29 Guiding Neural Entity Alignment with Compatibility Bing Liu, Harrisen Scells, Wen Hua, Guido Zuccon, Genghong Zhao, Xia Zhang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Prediction PDF
2022-11-28 Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Tagging Li Yuan, Yi Cai, Jin Wang, Qing Li arXiv_AI arXiv_AI Recognition Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-11-26 Mitigating Relational Bias on Knowledge Graphs Yu-Neng Chuang, Kwei-Herng Lai, Ruixiang Tang, Mengnan Du, Chia-Yuan Chang, Na Zou, Xia Hu arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Pose Relation PDF
2022-11-24 NQE: N-ary Query Embedding for Complex Query Answering over Hyper-relational Knowledge Graphs Haoran Luo, Haihong E, Yuhao Yang, Gengxian Zhou, Yikai Guo, Tianyu Yao, Zichen Tang, Xueyuan Lin, Kaiyang Wan arXiv_AI arXiv_AI Transformer Embedding Knowledge Knowledge_Graph Pose Relation Attention Prediction QA PDF
2022-11-23 GraphWOZ: Dialogue Management with Conversational Knowledge Graphs Nicholas Thomas Walker, Stefan Ultes, Pierre Lison arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action Relation PDF
2022-11-22 BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph Completion Alberto Cattaneo, Daniel Justus, Harry Mellor, Douglas Orr, Jerome Maloberti, Zhenying Liu, Thorin Farnsworth, Andrew Fitzgibbon, Blazej Banaszewski, Carlo Luschi arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Inference Prediction PDF
2022-11-22 Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction Jianfeng Wu, Sijie Mai, Haifeng Hu arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Contrastive_Learning Relation Attention Prediction PDF
2022-11-21 RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge Graphs Genet Asefa Gesese, Harald Sack, Mehwish Alam arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation Language_Model Prediction PDF
2022-11-20 Temporal Knowledge Graph Reasoning with Historical Contrastive Learning Yi Xu, Junjie Ou, Hui Xu, Luoyi Fu arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Contrastive_Learning Action Relation Inference PDF
2022-11-19 Relational Symmetry based Knowledge Graph Contrastive Learning Ke Liang, Yue Liu, Sihang Zhou, Xinwang Liu, Wenxuan Tu arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Self-Supervised Pose Contrastive_Learning Relation Recommendation PDF
2022-11-19 A survey on knowledge-enhanced multimodal learning Maria Lymperaiou, Giorgos Stamou arXiv_AI arXiv_AI Transformer Represenation_Learning Knowledge Knowledge_Graph Survey PDF
2022-11-19 Entity-Assisted Language Models for Identifying Check-worthy Sentences Ting Su, Craig Macdonald, Iadh Ounis arXiv_CL arXiv_CL Embedding Bert Text_Classification RNN Knowledge Knowledge_Graph Speech Pose Classification Language_Model PDF
2022-11-19 A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset Jiaxin Deng, Dong Shen, Haojie Pan, Xiangyu Wu, Ximan Liu, Gaofeng Meng, Fan Yang, Size Li, Ruiji Fu, Zhongyuan Wang arXiv_CV arXiv_CV Embedding Video_Caption Knowledge Knowledge_Graph Pose Classification Relation Inference Recommendation Video_Retrieval PDF
2022-11-18 Knowledge Graph Generation From Text Igor Melnyk, Pierre Dognin, Payel Das arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Language_Model Matching PDF
2022-11-18 Knowledge Graph Refinement based on Triplet BERT-Networks Armita Khajeh Nassiri (1), Nathalie Pernelle (2), Fatiha Sais (1), Gianluca Quercini (1) ((1) LISN, CNRS UMR 9015, University of Paris Saclay (2) LIPN, CNRS UMR 7030, University of Sorbonne Paris Nord) arXiv_AI arXiv_AI Transformer Embedding Bert Knowledge Knowledge_Graph Pose Classification Relation Few-Shot Language_Model Prediction PDF
2022-11-18 Contrastive Knowledge Graph Error Detection Qinggang Zhang, Junnan Dong, Keyu Duan, Xiao Huang, Yezi Liu, Linchuan Xu arXiv_AI arXiv_AI Embedding Unsupervised Knowledge Knowledge_Graph Pose Contrastive_Learning Detection Relation Object_Detection PDF
2022-11-18 A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach Yew Ken Chia, Lidong Bing, Sharifah Mahani Aljunied, Luo Si, Soujanya Poria arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-11-18 Structural Quality Metrics to Evaluate Knowledge Graphs Sumin Seo, Heeseon Cheon, Hyunho Kim, Dongseok Hyun arXiv_AI arXiv_AI Knowledge Knowledge_Graph Ontology PDF
2022-11-15 Empowering Language Models with Knowledge Graph Reasoning for Question Answering Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun arXiv_CL arXiv_CL Transformer Enhancement Bert Knowledge Knowledge_Graph Pose Action Relation Language_Model PDF
2022-11-15 FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Language_Model Recommendation PDF
2022-11-15 Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information Zifeng Ding, Jingpei Wu, Bailan He, Yunpu Ma, Zhen Han, Volker Tresp arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Few-Shot Prediction PDF
2022-11-14 On Analyzing the Role of Image for Visual-enhanced Relation Extraction Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-11-14 ALBERT with Knowledge Graph Encoder Utilizing Semantic Similarity for Commonsense Question Answering Byeongmin Choi, YongHyun Lee, Yeunwoong Kyung, Eunchan Kim arXiv_AI arXiv_AI Transformer Bert Knowledge Knowledge_Graph Pose Action Relation Language_Model QA PDF
2022-11-11 GeoAI for Knowledge Graph Construction: Identifying Causality Between Cascading Events to Support Environmental Resilience Research Yuanyuan Tian, Wenwen Li arXiv_AI arXiv_AI Knowledge Knowledge_Graph Action Relation PDF
2022-11-11 A Survey of Knowledge-Enhanced Pre-trained Language Models Linmei Hu, Zeyi Liu, Ziwang Zhao, Lei Hou, Liqiang Nie, Juanzi Li arXiv_CL arXiv_CL Knowledge Review Knowledge_Graph Self-Supervised Survey Language_Model PDF
2022-11-10 Biomedical Multi-hop Question Answering Using Knowledge Graph Embeddings and Language Models Dattaraj J. Rao, Shraddha S. Mane, Mukta A. Paliwal arXiv_AI arXiv_AI Embedding Bert Knowledge Knowledge_Graph Face Relation Medical Language_Model QA PDF
2022-11-09 Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language Denys Amore Bondarenko, Roger Ferrod, Luigi Di Caro arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Contrastive_Learning Medical PDF
2022-11-09 DeepE: a deep neural network for knowledge graph embedding Zhu Danhao, Shen Si, Huang Shujian, Yin Chang, Ding Ziqi arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Relation PDF
2022-11-08 Query-Specific Knowledge Graphs for Complex Finance Topics Iain Mackie, Jeffrey Dalton arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action PDF
2022-11-08 Hyperbolic Graph Representation Learning: A Tutorial Min Zhou, Menglin Yang, Lujia Pan, Irwin King arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose GAN Recommendation PDF
2022-11-08 Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang arXiv_AI arXiv_AI Zero-Shot Sparse Knowledge Knowledge_Graph Pose Contrastive_Learning Relation Few-Shot PDF
2022-11-07 Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform Huiru Xiao, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Attention PDF
2022-11-07 BigCilin: An Automatic Chinese Open-domain Knowledge Graph with Fine-grained Hypernym-Hyponym Relations Ming Liu, Yaojia LV, Jingrun Zhang, Ruiji Fu, Bing Qin arXiv_AI arXiv_AI Knowledge Knowledge_Graph Face Relation PDF
2022-11-07 Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao, Jinyuan Fang, Zaiqiao Meng, Shangsong Liang arXiv_CL arXiv_CL Embedding Knowledge Review Knowledge_Graph Survey Classification Relation Prediction PDF
2022-11-06 KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles Dominik Filipiak, Anna Fensel, Agata Filipowska arXiv_CV arXiv_CV Embedding Knowledge Knowledge_Graph Pose Classification Few-Shot Image_Classification PDF
2022-11-05 BEKG: A Built Environment Knowledge Graph Xiaojun Yang, Haoyu Zhong, Penglin Du, Keyi Zhou, Xingjin Lai, Zhengdong Wang, Yik Lun Lau, Yangqiu Song, Liyaning Tang arXiv_CL arXiv_CL Recognition Bert Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-11-05 Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training Homgmin Cai, Wenxiong Liao, Zhengliang Liu, Xiaoke Huang, Yiyang Zhang, Siqi Ding, Sheng Li, Quanzheng Li, Tianming Liu, Xiang Li arXiv_AI arXiv_AI Recognition Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Medical PDF
2022-11-05 Aligning Recommendation and Conversation via Dual Imitation Jinfeng Zhou, Bo Wang, Minlie Huang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Recommendation PDF
2022-11-05 EventEA: Benchmarking Entity Alignment for Event-centric Knowledge Graphs Xiaobin Tian, Zequn Sun, Guangyao Li, Wei Hu arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Relation Attention PDF
2022-11-04 KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction Jason Youn, Ilias Tagkopoulos arXiv_CL arXiv_CL Transformer Embedding Knowledge Knowledge_Graph Pose Detection Relation Language_Model Prediction Recommendation PDF
2022-11-04 The Path to Autonomous Learners Hanna Abi Akl arXiv_AI arXiv_AI Knowledge Knowledge_Graph Ontology Autonomous PDF
2022-11-02 Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation Xinliang Frederick Zhang, Nick Beauchamp, Lu Wang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Detection Sentiment PDF
2022-11-02 Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction Qin Dai, Benjamin Heinzerling, Kentaro Inui arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Relation Relation_Extraction Attention PDF
2022-11-02 Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence Shanqing Yu, Yijun Wu, Ran Gan, Jiajun Zhou, Ziwan Zheng, Qi Xuan arXiv_AI arXiv_AI Sparse Knowledge Knowledge_Graph Pose Relation PDF
2022-11-02 A survey on the development status and application prospects of knowledge graph in smart grids Jian Wang, Xi Wang, Chaoqun Ma, Lei Kou arXiv_AI arXiv_AI Knowledge Knowledge_Graph Face Survey Relation Attention Inference PDF
2022-11-02 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, Xiaoling Bai, Nan Yang, Jin Ma, Xiang Chen, Tianhua Zhou arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Attention PDF
2022-11-01 Envisioning a Human-AI collaborative system to transform policies into decision models Vanessa Lopez, Gabriele Picco, Inge Vejsbjerg, Thanh Lam Hoang, Yufang Hou, Marco Luca Sbodio, John Segrave-Daly, Denisa Moga, Sean Swords, Miao Wei, Eoin Carroll arXiv_AI arXiv_AI Knowledge Knowledge_Graph PDF
2022-10-30 Search to Pass Messages for Temporal Knowledge Graph Completion Zhen Wang, Haotong Du, Quanming Yao, Xuelong Li arXiv_AI arXiv_AI NAS Knowledge Knowledge_Graph Pose PDF
2022-10-28 Understanding Adverse Biological Effect Predictions Using Knowledge Graphs Erik Bryhn Myklebust, Ernesto Jimenez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Quantitative Prediction PDF
2022-10-27 GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs Dong Yang, Peijun Qing, Yang Li, Haonan Lu, Xiaodong Lin arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose PDF
2022-10-27 Leveraging Wikidata's edit history in knowledge graph refinement tasks Alejandro Gonzalez-Hevia, Daniel Gayo-Avello arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Prediction PDF
2022-10-27 Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation Jason Hoelscher-Obermaier, Edward Stevinson, Valentin Stauber, Ivaylo Zhelev, Victor Botev, Ronin Wu, Jeremy Minton arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Medical PDF
2022-10-27 Unsupervised Knowledge Graph Construction and Event-centric Knowledge Infusion for Scientific NLI Chenglin Wang, Yucheng Zhou, Guodong Long, Xiaodong Wang, Xiaowei Xu arXiv_CL arXiv_CL Unsupervised Knowledge Knowledge_Graph Pose Inference PDF
2022-10-27 3D Shape Knowledge Graph for Cross-domain and Cross-modal 3D Shape Retrieval Weizhi Nie, Rihao Chang, Tong Hao, Anan Liu arXiv_CV arXiv_CV Embedding 3D Knowledge Knowledge_Graph Pose PDF
2022-10-26 ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources Gabriel Amaral, Odinaldo Rodrigues, Elena Simperl arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Classification PDF
2022-10-26 Scaling Knowledge Graphs for Automating AI of Digital Twins Joern Ploennigs, Konstantinos Semertzidis, Fabio Lorenzi, Nandana Mihindukulasooriya arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose PDF
2022-10-26 Bi-Link: Bridging Inductive Link Predictions from Text via Contrastive Learning of Transformers and Prompts Bohua Peng, Shihao Liang, Mobarakol Islam arXiv_CL arXiv_CL Transformer Bert Knowledge Knowledge_Graph Pose Contrastive_Learning Relation Language_Model Prediction PDF
2022-10-25 RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering Victor Zhong, Weijia Shi, Wen-tau Yih, Luke Zettlemoyer arXiv_CL arXiv_CL Zero-Shot Knowledge Knowledge_Graph Few-Shot Language_Model QA PDF
2022-10-25 KnowGL: Knowledge Generation and Linking from Text Gaetano Rossiello, Faisal Chowdhury, Nandana Mihindukulasooriya, Owen Cornec, Alfio Gliozzo arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation Language_Model PDF
2022-10-25 PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song arXiv_AI arXiv_AI Transfer_Learning Knowledge Knowledge_Graph Language_Model PDF
2022-10-24 ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs Costas Mavromatis, George Karypis arXiv_CL arXiv_CL Knowledge Knowledge_Graph QA PDF
2022-10-24 Adapters for Enhanced Modeling of Multilingual Knowledge and Text Yifan Hou, Wenxiang Jiao, Meizhen Liu, Zhaopeng Tu, Carl Allen, Mrinmaya Sachan arXiv_AI arXiv_AI Enhancement Knowledge Knowledge_Graph Pose Language_Model PDF
2022-10-24 RulE: Neural-Symbolic Knowledge Graph Reasoning with Rule Embedding Xiaojuan Tang, Song-Chun Zhu, Yitao Liang, Muhan Zhang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Inference Prediction PDF
2022-10-23 Generative Knowledge Graph Construction: A Review Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen arXiv_AI arXiv_AI Knowledge Review Knowledge_Graph Pose PDF
2022-10-23 ComFact: A Benchmark for Linking Contextual Commonsense Knowledge Silin Gao, Jena D. Hwang, Saya Kanno, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose PDF
2022-10-21 EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph Bowen Zhao, Jiuding Sun, Bin Xu, Xingyu Lu, Yuchen Li, Jifan Yu, Minghui Liu, Tingjian Zhang, Qiuyang Chen, Hanming Li, Lei Hou, Juanzi Li arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Ontology Attention PDF
2022-10-21 BioLORD: Learning Ontological Representations from Definitions François Remy, Kris Demuynck, Thomas Demeester arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Contrastive_Learning Relation Medical PDF
2022-10-21 Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding Sirui Li, Kok Wai Wong, Dengya Zhu, Chun Che Fung arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation Attention CNN PDF
2022-10-20 Context-driven Visual Object Recognition based on Knowledge Graphs Sebastian Monka, Lavdim Halilaj, Achim Rettinger arXiv_AI arXiv_AI Image_Caption Transfer_Learning Recognition Knowledge Knowledge_Graph Pose Deep_Learning Prediction PDF
2022-10-20 Transformer-based Entity Typing in Knowledge Graphs Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Pose Inference PDF
2022-10-18 Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs Phillip Howard, Arden Ma, Vasudev Lal, Ana Paula Simoes, Daniel Korat, Oren Pereg, Moshe Wasserblat, Gadi Singer arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Pose Action Sentiment Attention PDF
2022-10-18 HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning Zixuan Li, Zhongni Hou, Saiping Guan, Xiaolong Jin, Weihua Peng, Long Bai, Yajuan Lyu, Wei Li, Jiafeng Guo, Xueqi Cheng arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation Matching PDF
2022-10-17 Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D Manning, Percy Liang, Jure Leskovec arXiv_AI arXiv_AI Knowledge Knowledge_Graph Self-Supervised Pose Medical Language_Model Prediction QA PDF
2022-10-17 Joint Multilingual Knowledge Graph Completion and Alignment Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Mathias Niepert arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation PDF
2022-10-17 Contrastive Language-Image Pre-Training with Knowledge Graphs Xuran Pan, Tianzhu Ye, Dongchen Han, Shiji Song, Gao Huang arXiv_CV arXiv_CV Transformer Knowledge Knowledge_Graph Pose PDF
2022-10-17 MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang arXiv_CL arXiv_CL Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation Inference Prediction PDF
2022-10-16 Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs Ruijie Wang, Zheng Li, Dachun Sun, Shengzhong Liu, Jinning Li, Bing Yin, Tarek Abdelzaher arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Few-Shot PDF
2022-10-16 TransAlign: Fully Automatic and Effective Entity Alignment for Knowledge Graphs Rui Zhang, Xiaoyan Zhao, Bayu Distiawan Trisedya, Min Yang, Hong Cheng, Jianzhong Qi arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Attention PDF
2022-10-15 Revisiting the Roles of 'Text' in Text Games Yi Gu, Shunyu Yao, Chuang Gan, Joshua B. Tenenbaum, Mo Yu arXiv_CL arXiv_CL Reinforcement_Learning RNN Knowledge Knowledge_Graph Pose Face Action PDF
2022-10-14 Shadfa 0.1: The Iranian Movie Knowledge Graph and Graph-Embedding-Based Recommender System Rayhane Pouyan, Hadi Kalamati, Hannane Ebrahimian, Mohammad Karrabi, Mohammad-R. Akbarzadeh-T arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Recommendation PDF
2022-10-14 Dense-ATOMIC: Construction of Densely-connected and Multi-hop Commonsense Knowledge Graph upon ATOMIC Xiangqing Shen, Siwei Wu, Rui Xia arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-10-14 MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang arXiv_CL arXiv_CL Zero-Shot Represenation_Learning Knowledge Knowledge_Graph Pose Contrastive_Learning Action Relation PDF
2022-10-13 Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models Zdeněk Kasner, Ioannis Konstas, Ondřej Dušek arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation Language_Model PDF
2022-10-13 Few-shot Relational Reasoning via Connection Subgraph Pretraining Qian Huang, Hongyu Ren, Jure Leskovec arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Self-Supervised Pose Relation Few-Shot Prediction PDF
2022-10-13 Inductive Logical Query Answering in Knowledge Graphs Mikhail Galkin, Zhaocheng Zhu, Hongyu Ren, Jian Tang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Face Relation Inference Prediction PDF
2022-10-12 TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs Aditya Sharma, Apoorv Saxena, Chitrank Gupta, Seyed Mehran Kazemi, Partha Talukdar, Soumen Chakrabarti arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation CNN Prediction QA PDF
2022-10-12 Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph Embedding Sang-Hyun Je arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Prediction PDF
2022-10-12 Question Answering Over Biological Knowledge Graph via Amazon Alexa Md. Rezaul Karim, Hussain Ali, Prinon Das, Mohamed Abdelwaheb, Stefan Decker arXiv_AI arXiv_AI Knowledge Knowledge_Graph Face QA PDF
2022-10-12 Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension Xin Lv, Yankai Lin, Zijun Yao, Kaisheng Zeng, Jiajie Zhang, Lei Hou, Juanzi Li arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Face Relation Inference PDF
2022-10-11 Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training Taolin Zhang, Junwei DOng, Jianing Wang, Chengyu Wang, Ang Wang, Yinghui Liu, Jun Huang, Yong Li, Xiaofeng He arXiv_CL arXiv_CL Transformer Bert Knowledge Knowledge_Graph Relation Language_Model PDF
2022-10-10 SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction Miao Peng, Ben Liu, Qianqian Xie, Wenjie Xu, Hua Wang, Min Peng arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Contrastive_Learning Relation Attention Prediction PDF
2022-10-10 Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs Weantao Ding, Hao Chen, Huayu Li, Yuzhong Qu arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Attention QA PDF
2022-10-09 Measuring Network Resilience via Geospatial Knowledge Graph: a Case Study of the US Multi-Commodity Flow Network Jinmeng Rao, Song Gao, Michelle Miller, Alfonso Morales arXiv_AI arXiv_AI Knowledge Knowledge_Graph Ontology PDF
2022-10-09 Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann arXiv_CL arXiv_CL Reinforcement_Learning Represenation_Learning Knowledge Knowledge_Graph Pose VQA QA PDF
2022-10-08 KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Shangbin Feng, Zhaoxuan Tan, Wenqian Zhang, Zhenyu Lei, Yulia Tsvetkov arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Language_Model PDF
2022-10-08 Relational Message Passing for Fully Inductive Knowledge Graph Completion Yuxia Geng, Jiaoyan Chen, Wen Zhang, Jeff Z. Pan, Mingyang Chen, Huajun Chen, Song Jiang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Attention PDF
2022-10-08 KG-MTT-BERT: Knowledge Graph Enhanced BERT for Multi-Type Medical Text Classification Yong He, Cheng Wang, Shun Zhang, Nan Li, Zhaorong Li, Zhenyu Zeng arXiv_AI arXiv_AI Bert Text_Classification Knowledge Knowledge_Graph Pose Classification Deep_Learning Medical PDF
2022-10-07 The Lifecycle of 'Facts': A Survey of Social Bias in Knowledge Graphs Angelie Kraft, Ricardo Usbeck arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Survey PDF
2022-10-06 Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering Mingxuan Ju, Wenhao Yu, Tong Zhao, Chuxu Zhang, Yanfang Ye arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation QA PDF
2022-10-05 Clustering Semantic Predicates in the Open Research Knowledge Graph Omar Arab Oghli, Jennifer D'Souza, Sören Auer arXiv_AI arXiv_AI Knowledge Knowledge_Graph PDF
2022-10-03 Understanding Substructures in Commonsense Relations in ConceptNet Ke Shen, Mayank Kejriwal arXiv_CL arXiv_CL Unsupervised Represenation_Learning Knowledge Knowledge_Graph Relation PDF
2022-10-03 The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection Sondre Wold arXiv_CL arXiv_CL Knowledge Knowledge_Graph Language_Model PDF
2022-10-02 Community Learning: Understanding A Community Through NLP for Positive Impact Md Towhidul Absar Chowdhury, Naveen Sharma arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose PDF
2022-10-02 Citation Trajectory Prediction via Publication Influence Representation Using Temporal Knowledge Graph Chang Zong, Yueting Zhuang, Weiming Lu, Jian Shao, Siliang Tang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Prediction PDF
2022-10-01 Multimodal Analogical Reasoning over Knowledge Graphs Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen arXiv_CL arXiv_CL Transformer Embedding Knowledge Knowledge_Graph Pose PDF
2022-10-01 PromptKG: A Prompt Learning Framework for Knowledge Graph Representation Learning and Application Xin Xie, Zhoubo Li, Xiaohan Wang, Shumin Deng, Feiyu Xiong, Huajun Chen, Ningyu Zhang arXiv_CL arXiv_CL Represenation_Learning Knowledge Knowledge_Graph Relation Recommendation PDF
2022-10-01 Swift Markov Logic for Probabilistic Reasoning on Knowledge Graphs Luigi Bellomarini, Eleonora Laurenza, Emanuel Sallinger, Evgeny Sherkhonov arXiv_AI arXiv_AI Knowledge Knowledge_Graph Relation Inference PDF
2022-09-30 Adversarial Robustness of Representation Learning for Knowledge Graphs Peru Bhardwaj arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Adversarial Knowledge_Graph Pose Relation Inference PDF
2022-09-30 A Decade of Knowledge Graphs in Natural Language Processing: A Survey Phillip Schneider, Tim Schopf, Juraj Vladika, Mikhail Galkin, Elena Simperl, Florian Matthes arXiv_AI arXiv_AI Knowledge Review Knowledge_Graph Face Survey Relation PDF
2022-09-30 MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction Hung-Nghiep Tran, Atsuhiro Takasu arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Action Relation Prediction PDF
2022-09-30 A Survey on Knowledge Graph-based Methods for Automated Driving Juergen Luettin, Sebastian Monka, Cory Henson, Lavdim Halilaj arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Survey Deep_Learning Relation Attention PDF
2022-09-30 Construction and Applications of Open Business Knowledge Graph Shumin Deng, Hui Chen, Zhoubo Li, Feiyu Xiong, Qiang Chen, Mosha Chen, Xiangwen Liu, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, Ningyu Zhang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Ontology Relation PDF
2022-09-29 Graph Modeling in Computer Assisted Automotive Development Anahita Pakiman, Jochen Garcke arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose GAN Prediction Recommendation PDF
2022-09-29 Named Entity Recognition in Industrial Tables using Tabular Language Models Aneta Koleva, Martin Ringsquandl, Mark Buckley, Rakebul Hasan, Volker Tresp arXiv_AI arXiv_AI Transformer Recognition Knowledge Knowledge_Graph Language_Model PDF
2022-09-28 Neural Methods for Logical Reasoning Over Knowledge Graphs Alfonso Amayuelas, Shuai Zhang, Susie Xi Rao, Ce Zhang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph PDF
2022-09-27 Reasoning over Multi-view Knowledge Graphs Zhaohan Xi, Ren Pang, Changjiang Li, Tianyu Du, Shouling Ji, Fenglong Ma, Ting Wang arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Relation Inference PDF
2022-09-27 Spatio-Temporal Relation Learning for Video Anomaly Detection Hui Lv, Zhen Cui, Biao Wang, Jian Yang arXiv_CV arXiv_CV Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Action Detection Relation Optical_Flow Prediction PDF
2022-09-27 WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander Gelbukh arXiv_CL arXiv_CL Text_Classification Salient Knowledge Knowledge_Graph Contrastive_Learning Classification Sentiment Summarization PDF
2022-09-24 Developing a Knowledge Graph Framework for Pharmacokinetic Natural Product-Drug Interactions Sanya B. Taneja, Tiffany J. Callahan, Mary F. Paine, Sandra L. Kane-Gill, Halil Kilicoglu, Marcin P. Joachimiak, Richard D. Boyce arXiv_AI arXiv_AI Knowledge Knowledge_Graph Action Relation Relation_Extraction Medical PDF
2022-09-22 Query-based Industrial Analytics over Knowledge Graphs with Ontology Reshaping Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamo arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Ontology Detection PDF
2022-09-22 Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding Dongzhuoran Zhou, Baifan Zhou, Jieying Chen, Gong Cheng, Egor V. Kostylev, Evgeny Kharlamov arXiv_AI arXiv_AI Knowledge Knowledge_Graph Ontology PDF
2022-09-22 Evaluating Agent Interactions Through Episodic Knowledge Graphs Selene Báez Santamaría, Piek Vossen, Thomas Baier arXiv_AI arXiv_AI Knowledge Knowledge_Graph Action PDF
2022-09-22 INFINITY: A Simple Yet Effective Unsupervised Framework for Graph-Text Mutual Conversion Yi Xu, Luoyi Fu, Zhouhan Lin, Jiexing Qi, Xinbing Wang arXiv_CL arXiv_CL Unsupervised Knowledge Knowledge_Graph Pose Action Relation PDF
2022-09-20 Dynamic Relevance Graph Network for Knowledge-Aware Question Answering Chen Zheng, Parisa Kordjamshidi arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation QA PDF
2022-09-20 A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge Graphs Li Cai, Xin Mao, Meirong Ma, Hao Yuan, Jianchao Zhu, Man Lan arXiv_AI arXiv_AI Embedding Unsupervised Knowledge Knowledge_Graph Pose Relation Attention Matching PDF
2022-09-19 Rethinking Knowledge Graph Evaluation Under the Open-World Assumption Haotong Yang, Zhouchen Lin, Muhan Zhang arXiv_AI arXiv_AI Knowledge Knowledge_Graph PDF
2022-09-19 Neural-Symbolic Entangled Framework for Complex Query Answering Zezhong Xu, Wen Zhang, Peng Ye, Hui Chen, Huajun Chen arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-09-19 Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs Saurav Manchanda arXiv_AI arXiv_AI Embedding Sparse Represenation_Learning Knowledge Knowledge_Graph Pose Relation PDF
2022-09-19 Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs Roshni G. Iyer, Yunsheng Bai, Wei Wang, Yizhou Sun arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Ontology PDF
2022-09-19 Joint Language Semantic and Structure Embedding for Knowledge Graph Completion Jianhao Shen, Chenguang Wang, Linyuan Gong, Dawn Song arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Language_Model PDF
2022-09-17 Multi-modal Protein Knowledge Graph Construction and Applications Siyuan Cheng, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Ontology Prediction PDF
2022-09-17 Flexible and Structured Knowledge Grounded Question Answering Yujie Lu, Siqi Ouyang, Kairui Zhou arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation Language_Model QA PDF
2022-09-17 TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors Long Yu, Zhicong Luo, Huanyong Liu, Deng Lin, Hongzhu Li, Yafeng Deng arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation PDF
2022-09-15 Gollum: A Gold Standard for Large Scale Multi Source Knowledge Graph Matching Sven Hertling, Heiko Paulheim arXiv_AI arXiv_AI Unsupervised Knowledge Knowledge_Graph Action Matching PDF
2022-09-15 Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion Chen Chen, Yufei Wang, Bing Li, Kwok-Yan Lam arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation Few-Shot Inference PDF
2022-09-15 Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling Yichi Zhang, Wen Zhang arXiv_CL arXiv_CL Transformer Embedding Bert Knowledge Knowledge_Graph Pose Prediction PDF
2022-09-13 Subsampling for Knowledge Graph Embedding Explained Hidetaka Kamigaito, Katsuhiko Hayashi arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Language_Model PDF
2022-09-13 KSG: Knowledge and Skill Graph Feng Zhao, Ziqi Zhang, Donglin Wang arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Knowledge_Graph Pose Relation Recommendation PDF
2022-09-12 Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces Jihoon Sohn, Mingyu Derek Ma, Muhao Chen arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Attention PDF
2022-09-09 Multi-Document Scientific Summarization from a Knowledge Graph-Centric View Pancheng Wang, Shasha Li, Kunyuan Pang, Liangliang He, Dong Li, Jintao Tang, Ting Wang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation Summarization PDF
2022-09-09 A Memory-Related Multi-Task Method Based on Task-Agnostic Exploration Xianqi Zhang, Xingtao Wang, Xu Liu, Xiaopeng Fan, Debin Zhao arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Knowledge_Graph Pose Action GAN PDF
2022-09-08 Geolocation of Cultural Heritage using Multi-View Knowledge Graph Embedding Hebatallah A. Mohamed, Sebastiano Vascon, Feliks Hibraj, Stuart James, Diego Pilutti, Alessio Del Bue, Marcello Pelillo arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose PDF
2022-09-08 Knowledge Based Template Machine Translation In Low-Resource Setting Zilu Tang, Derry Wijaya arXiv_CL arXiv_CL Knowledge Knowledge_Graph Speech NMT PDF
2022-09-07 Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering Haowei Du, Quzhe Huang, Chen Zhang, Dongyan Zhao arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Prediction QA PDF
2022-09-05 Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment Qijie Ding, Daokun Zhang, Jie Yin arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose PDF
2022-09-04 Generalization in Neural Networks: A Broad Survey Chris Rohlfs arXiv_AI arXiv_AI Transfer_Learning Bert Knowledge Review Knowledge_Graph Survey Action Relation Few-Shot PDF
2022-09-03 MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning Shangfei Zheng, Weiqing Wang, Jianfeng Qu, Hongzhi Yin, Wei Chen, Lei Zhao arXiv_AI arXiv_AI Embedding Reinforcement_Learning Knowledge Knowledge_Graph Pose Action Relation Attention PDF
2022-09-03 Semi-supervised Training for Knowledge Base Graph Self-attention Networks on Link Prediction Shuanglong Yao, Dechang Pi, Junfu Chen, Yufei Liu, Zhiyuan Wu arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Attention Prediction PDF
2022-09-02 Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion Han Wu, Jianyuan Guo, Bala Rajaratnam, Jie Yin arXiv_CV arXiv_CV Knowledge Knowledge_Graph Pose Action Relation Few-Shot Inference Prediction PDF
2022-09-02 Multi-modal Contrastive Representation Learning for Entity Alignment Zhenxi Lin, Ziheng Zhang, Meng Wang, Yinghui Shi, Xian Wu, Yefeng Zheng arXiv_CL arXiv_CL Unsupervised Represenation_Learning Knowledge Knowledge_Graph Pose Contrastive_Learning Action Relation PDF
2022-09-02 Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge Graphs Zile Qiao, Wei Ye, Tong Zhang, Tong Mo, Weiping Li, Shikun Zhang arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Relation Prediction QA PDF
2022-08-31 Intelligent Traffic Monitoring with Hybrid AI Ehsan Qasemi, Alessandro Oltramari arXiv_AI arXiv_AI Knowledge Knowledge_Graph PDF
2022-08-30 Learning Representations for Hyper-Relational Knowledge Graphs Harry Shomer, Wei Jin, Juanhui Li, Yao Ma, Jiliang Tang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Relation PDF
2022-08-29 Extracting Mathematical Concepts from Text Jacob Collard, Valeria de Paiva, Brendan Fong, Eswaran Subrahmanian arXiv_CL arXiv_CL Knowledge Knowledge_Graph PDF
2022-08-26 Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Population with Language Models Tianyi Li, Wenyu Huang, Nikos Papasarantopoulos, Pavlos Vougiouklis, Jeff Z. Pan arXiv_CL arXiv_CL Transformer Bert Knowledge Knowledge_Graph Language_Model PDF
2022-08-26 AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL Guanming Xiong, Junwei Bao, Wen Zhao, Youzheng Wu, Xiaodong He arXiv_CL arXiv_CL Unsupervised Knowledge Knowledge_Graph Pose Language_Model PDF
2022-08-24 A Review of Knowledge Graph Completion Mohamad Zamini, Hassan Reza, Minou Rabiei arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Review Knowledge_Graph Pose Action Relation GAN PDF
2022-08-23 KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models Haris Widjaja, Kiril Gashteovski, Wiem Ben Rim, Pengfei Liu, Christopher Malon, Daniel Ruffinelli, Carolin Lawrence, Graham Neubig arXiv_AI arXiv_AI Tracking Knowledge Knowledge_Graph Pose Prediction PDF
2022-08-23 Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Jianfeng Qu, Xiaofang Zhou arXiv_AI arXiv_AI Reconstruction Embedding Knowledge Knowledge_Graph Self-Supervised Pose Inference PDF
2022-08-22 Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu arXiv_AI arXiv_AI Embedding Sparse Knowledge Knowledge_Graph Pose Relation Attention CNN PDF
2022-08-22 High-quality Task Division for Large-scale Entity Alignment Bing Liu, Wen Hua, Guido Zuccon, Genghong Zhao, Xia Zhang arXiv_AI arXiv_AI Knowledge Knowledge_Graph PDF
2022-08-22 Repurposing Knowledge Graph Embeddings for Triple Representation via Weak Supervision Alexander Kalinowski, Yuan An arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Classification PDF
2022-08-22 Representation Learning of Knowledge Graph for Wireless Communication Networks Shiwen He, Yeyu Ou, Liangpeng Wang, Hang Zhan, Peng Ren, Yongming Huang arXiv_AI arXiv_AI Unsupervised Represenation_Learning Knowledge Knowledge_Graph Pose Classification Relation CNN Prediction PDF
2022-08-21 CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval Haoran Wang, Dongliang He, Wenhao Wu, Boyang Xia, Min Yang, Fu Li, Yunlong Yu, Zhong Ji, Errui Ding, Jingdong Wang arXiv_CV arXiv_CV Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Contrastive_Learning Prediction PDF
2022-08-21 I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning Yang Liu, Zequn Sun Guangyao Li, Wei Hu arXiv_AI arXiv_AI Transformer Embedding Knowledge Knowledge_Graph Pose Relation Language_Model Prediction PDF
2022-08-20 gBuilder: A Scalable Knowledge Graph Construction System for Unstructured Corpus Yanzeng Li, Lei Zou arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action GAN PDF
2022-08-20 Representing Knowledge by Spans: A Knowledge-Enhanced Model for Information Extraction Jiacheng Li, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Andrew Bartko, Julian McAuley, Chun-Nan Hsu arXiv_AI arXiv_AI Transformer Embedding Unsupervised Bert Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Language_Model PDF
2022-08-19 UKP-SQuARE v2 Explainability and Adversarial Attacks for Trustworthy QA Rachneet Sachdeva, Haritz Puerto Tim Baumgärtner, Sewin Tariverdian, Hao Zhang, Kexin Wang, Hossain Shaikh Saadi, Leonardo F. R. Ribeiro, Iryna Gurevych arXiv_CL arXiv_CL Salient Knowledge Adversarial Knowledge_Graph Prediction QA PDF
2022-08-19 GreenKGC: A Lightweight Knowledge Graph Completion Method Yun-Cheng Wang, Xiou Ge, Bin Wang, C.-C. Jay Kuo arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Classification Relation Prediction PDF
2022-08-17 Getting Quechua Closer to Final Users through Knowledge Graphs Elwin Huaman, Jorge Luis Huaman, Wendi Huaman arXiv_AI arXiv_AI Knowledge Knowledge_Graph PDF
2022-08-17 Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach Yining Wang, Mingzhe Chen, Tao Luo, Walid Saad, Dusit Niyato, H. Vincent Poor, Shuguang Cui arXiv_AI arXiv_AI Reinforcement_Learning Optimization Knowledge Knowledge_Graph Pose Relation Attention Text_Generation PDF
2022-08-17 Knowledge Graph Curation: A Practical Framework Elwin Huaman, Dieter Fensel arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Detection PDF
2022-08-16 Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries Xiao Liu, Shiyu Zhao, Kai Su, Yukuo Cen, Jiezhong Qiu, Mengdi Zhang, Wei Wu, Yuxiao Dong, Jie Tang arXiv_AI arXiv_AI Transformer Embedding Sparse Knowledge Knowledge_Graph Prediction PDF
2022-08-16 KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion Zhaoxuan Tan, Zilong Chen, Shangbin Feng, Qingyue Zhang, Qinghua Zheng, Jundong Li, Minnan Luo arXiv_AI arXiv_AI Embedding Sparse Knowledge Knowledge_Graph Pose Contrastive_Learning Relation Attention PDF
2022-08-15 ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion Mojtaba Moattari, Sahar Vahdati, Farhana Zulkernine arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Action Classification Relation Attention Text_Generation Inference Prediction PDF
2022-08-13 An Answer Verbalization Dataset for Conversational Question Answerings over Knowledge Graphs Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose VQA Prediction QA PDF
2022-08-12 Forecasting Question Answering over Temporal Knowledge Graphs Zifeng Ding, Ruoxia Qi, Zongyue Li, Bailan He, Jingpei Wu, Yunpu Ma, Zhao Meng, Zhen Han, Volker Tresp arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Inference Prediction QA PDF
2022-08-12 Autonomous Intelligent Software Development Mark Alan Matties arXiv_AI arXiv_AI Knowledge Knowledge_Graph Autonomous PDF
2022-08-11 SignalKG: Towards reasoning about the underlying causes of sensor observations Anj Simmons, Rajesh Vasa, Antonio Giardina arXiv_AI arXiv_AI Surveillance Knowledge Knowledge_Graph PDF
2022-08-04 Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces Mojtaba Nayyeri, Zihao Wang, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Md Rashad Al Hasan Rony, Jens Lehmann, Steffen Staab arXiv_AI arXiv_AI Transformer Embedding Sparse Knowledge Knowledge_Graph Action Inference Language_Model Prediction PDF
2022-08-04 Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen arXiv_CV arXiv_CV Embedding Recognition Knowledge Knowledge_Graph Pose Classification Deep_Learning Relation Attention Medical PDF
2022-08-02 CAPD: A Context-Aware, Policy-Driven Framework for Secure and Resilient IoBT Operations Sai Sree Laya Chukkapalli, Anupam Joshi, Tim Finin, Robert F. Erbacher arXiv_AI arXiv_AI Surveillance Knowledge Knowledge_Graph Pose Ontology Action Drone Autonomous Inference PDF
2022-08-02 Recognizing and Extracting Cybersecurtity-relevant Entities from Text Casey Hanks, Michael Maiden, Priyanka Ranade, Tim Finin, Anupam Joshi arXiv_AI arXiv_AI Knowledge Knowledge_Graph Survey PDF
2022-08-01 EBOCA: Evidences for BiOmedical Concepts Association Ontology Andrea Álvarez Pérez, Ana Iglesias-Molina, Lucía Prieto Santamaría, María Poveda-Villalón, Carlos Badenes-Olmedo, Alejandro Rodríguez-González arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Ontology Action Medical PDF
2022-08-01 DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning Qianglong Chen, Feng-Lin Li, Guohai Xu, Ming Yan, Ji Zhang, Yin Zhang arXiv_CL arXiv_CL Transformer Bert Knowledge Knowledge_Graph Pose Contrastive_Learning Action Relation Relation_Extraction Attention Language_Model Prediction QA PDF
2022-07-29 KG-NSF: Knowledge Graph Completion with a Negative-Sample-Free Approach Adil Bahaj, Safae Lhazmir, Mounir Ghogho arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Attention Medical Prediction PDF
2022-07-28 Entity Type Prediction Leveraging Graph Walks and Entity Descriptions Russa Biswas, Jan Portisch, Heiko Paulheim, Harald Sack, Mehwish Alam arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Language_Model Prediction PDF
2022-07-28 Knowledge-Driven Mechanistic Enrichment of the Preeclampsia Ignorome Tiffany J. Callahan, Adrianne L. Stefanski, Jin-Dong Kim, William A. Baumgartner Jr., Jordan M. Wyrwa, Lawrence E. Hunter arXiv_AI arXiv_AI Knowledge Knowledge_Graph Action Medical PDF
2022-07-28 Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs Xiaohan Xu, Peng Zhang, Yongquan He, Chengpeng Chao, Chaoyang Yan arXiv_AI arXiv_AI Embedding Sparse Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-07-26 An Urban Population Health Observatory for Disease Causal Pathway Analysis and Decision Support: Underlying Explainable Artificial Intelligence Model Whitney S Brakefield, Nariman Ammar, Arash Shaban-Nejad arXiv_AI arXiv_AI Surveillance Knowledge Knowledge_Graph Activity Inference Recommendation PDF
2022-07-26 LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Pan, Ningyu Zhang, Wen Zhang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose VQA Text_Generation Language_Model QA PDF
2022-07-24 AutoWeird: Weird Translational Scoring Function Identified by Random Search Hansi Yang, Yongqi Zhang, Quanming Yao arXiv_AI arXiv_AI Knowledge Knowledge_Graph Relation Prediction PDF
2022-07-23 $mutext{KG}$: A Library for Multi-source Knowledge Graph Embeddings and Applications Xindi Luo, Zequn Sun, Wei Hu arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Deep_Learning Prediction PDF
2022-07-23 Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs Yuxin Wang, Yuanning Cui, Wenqiang Liu, Zequn Sun, Yiqiao Jiang, Kexin Han, Wei Hu arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Face Matching PDF
2022-07-23 Enhancing Document-level Relation Extraction by Entity Knowledge Injection Xinyi Wang, Zitao Wang, Weijian Sun, Wei Hu arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-07-22 V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs Christian M.M. Frey, Matthias Schubert arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action Relation Prediction PDF
2022-07-21 Knowledge-enhanced Black-box Attacks for Recommendations Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Adversarial Knowledge_Graph Pose Recommendation PDF
2022-07-20 REFACTOR GNNS: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen, Pushkar Mishra, Luca Franceschi, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel arXiv_AI arXiv_AI Gradient_Descent Knowledge Knowledge_Graph PDF
2022-07-20 On a Generalized Framework for Time-Aware Knowledge Graphs Franz Krause, Tobias Weller, Heiko Paulheim arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph PDF
2022-07-20 Duplicate Detection as a Service Juliette Opdenplatz, Umutcan Şimşek, Dieter Fensel arXiv_AI arXiv_AI Knowledge Knowledge_Graph Detection PDF
2022-07-20 Efficient Dependency Analysis for Rule-Based Ontologies Larry González, Alex Ivliev, Markus Krötzsch, Stephan Mennicke arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Ontology PDF
2022-07-19 QuoteKG: A Multilingual Knowledge Graph of Quotes Tin Kuculo, Simon Gottschalk, Elena Demidova arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action PDF
2022-07-18 DHGE: Dual-view Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing Haoran Luo, Haihong E, Ling Tan, Xueyuan Lin, Gengxian Zhou, Jundi Li, Tianyu Yao, Kaiyang Wan arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Ontology Relation Medical Prediction PDF
2022-07-18 Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings Caglar Demir, Axel-Cyrille Ngonga Ngomo arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Face Prediction PDF
2022-07-17 An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods William Hogan arXiv_CL arXiv_CL Transformer Knowledge Review Knowledge_Graph Survey Action Relation Relation_Extraction Denoising GAN Summarization Language_Model PDF
2022-07-17 RT-KGD: Relation Transition Aware Knowledge-Grounded Dialogue Generation Kexin Wang, Zhixu Li, Jiaan Wang, Jianfeng Qu, Ying He, An Liu, Lei Zhao arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action Relation Attention PDF
2022-07-14 Explainable Sparse Knowledge Graph Completion via High-order Graph Reasoning Network Weijian Chen, Yixin Cao, Fuli Feng, Xiangnan He, Yongdong Zhang arXiv_AI arXiv_AI Optimization Sparse Knowledge Knowledge_Graph Pose Relation Attention CNN Inference Prediction PDF
2022-07-14 Reinforced Path Reasoning for Counterfactual Explainable Recommendation Xiangmeng Wang, Qian Li, Dianer Yu, Guandong Xu arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Knowledge_Graph Pose Face Action Recommendation PDF
2022-07-13 O-Dang! The Ontology of Dangerous Speech Messages Marco A. Stranisci, Simona Frenda, Mirko Lai, Oscar Araque, Alessandra T. Cignarella, Valerio Basile, Viviana Patti, Cristina Bosco arXiv_CL arXiv_CL Knowledge Knowledge_Graph Speech Ontology Deep_Learning GAN PDF
2022-07-13 LiveSchema: A Gateway Towards Learning on Knowledge Graph Schemas Mattia Fumagalli, Marco Boffo, Daqian Shi, Mayukh Bagchi, Fausto Giunchiglia arXiv_AI arXiv_AI Knowledge Knowledge_Graph Prediction PDF
2022-07-13 The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings Jan Portisch, Heiko Paulheim arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Classification Relation Prediction PDF
2022-07-12 REZCR: A Zero-shot Character Recognition Method via Radical Extraction Xiaolei Diao, Daqian Shi, Hao Tang, Lei Wu, Yanzeng Li, Hao Xu arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Knowledge_Graph Pose Action Deep_Learning Relation Attention PDF
2022-07-12 Long-Horizon Task and Motion Planning with Functional Object-Oriented Networks David Paulius, Alejandro Agostini, Dongheui Lee arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action PDF
2022-07-12 CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations Xiou Ge, Yun-Cheng Wang, Bin Wang, C.-C. Jay Kuo arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Relation PDF
2022-07-11 Knowledge Graph Induction enabling Recommending and Trend Analysis: A Corporate Research Community Use Case Nandana Mihindukulasooriya, Mike Sava, Gaetano Rossiello, Md Faisal Mahbub Chowdhury, Irene Yachbes, Aditya Gidh, Jillian Duckwitz, Kovit Nisar, Michael Santos, Alfio Gliozzo arXiv_CL arXiv_CL Recognition Knowledge Knowledge_Graph Pose GAN Recommendation PDF
2022-07-11 Towards Effective Multi-Label Recognition Attacks via Knowledge Graph Consistency Hassan Mahmood, Ehsan Elhamifar arXiv_CV arXiv_CV Recognition Knowledge Adversarial Knowledge_Graph Pose Relation Prediction PDF
2022-07-11 Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings Adrian Kochsiek, Fritz Niesel, Rainer Gemulla arXiv_AI arXiv_AI Embedding Optimization Knowledge Knowledge_Graph Relation PDF
2022-07-11 Brain-inspired Graph Spiking Neural Networks for Commonsense Knowledge Representation and Reasoning Hongjian Fang, Yi Zeng, Jianbo Tang, Yuwei Wang, Yao Liang, Xin Liu arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Knowledge_Graph CNN PDF
2022-07-10 Building Open Knowledge Graph for Metal-Organic Frameworks : Challenges and Case Studies Yuan An, Jane Greenberg, Xintong Zhao, Xiaohua Hu, Scott McCLellan, Alex Kalinowski, Fernando J. Uribe-Romo, Kyle Langlois, Jacob Furst, Diego A. Gómez-Gualdrón, Fernando Fajardo-Rojas, Katherine Ardila arXiv_AI arXiv_AI Knowledge Knowledge_Graph GAN Prediction PDF
2022-07-08 Lessons from Deep Learning applied to Scholarly Information Extraction: What Works, What Doesn't, and Future Directions Raquib Bin Yousuf, Subhodip Biswas, Kulendra Kumar Kaushal, James Dunham, Rebecca Gelles, Sathappan Muthiah, Nathan Self, Patrick Butler, Naren Ramakrishnan arXiv_AI arXiv_AI Knowledge Knowledge_Graph Face Action Deep_Learning PDF
2022-07-08 Healthcare Knowledge Graph Construction: State-of-the-art, open issues, and opportunities Bilal Abu-Salih, Muhammad AL-Qurishi, Mohammed Alweshah, Mohammad AL-Smadi, Reem Alfayez, Heba Saadeh arXiv_AI arXiv_AI Knowledge Knowledge_Graph Action Inference PDF
2022-07-08 Approximate Task Tree Retrieval in a Knowledge Network for Robotic Cooking Md. Sadman Sakib, David Paulius, Yu Sun arXiv_RO arXiv_RO Knowledge Knowledge_Graph Pose Action PDF
2022-07-05 Keyword Extraction in Scientific Documents Susie Xi Rao, Piriyakorn Piriyatamwong, Parijat Ghoshal, Sara Nasirian, Emmanuel de Salis, Sandra Mitrović, Michael Wechner, Vanya Brucker, Peter Egger, Ce Zhang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Classification PDF
2022-07-04 Disentangled Action Recognition with Knowledge Bases Zhekun Luo, Shalini Ghosh, Devin Guillory, Keizo Kato, Trevor Darrell, Huijuan Xu arXiv_AI arXiv_AI Recognition Knowledge Knowledge_Graph Pose Action_Recognition Action Classification Relation PDF
2022-07-04 VEM$^2$L: A Plug-and-play Framework for Fusing Text and Structure Knowledge on Sparse Knowledge Graph Completion Tao He, Tianwen Jiang, Zihao Zheng, Haichao Zhu, Jingrun Zhang, Ming Liu, Sendong Zhao, Bin Qin arXiv_CL arXiv_CL Sparse Knowledge Knowledge_Graph Pose Quantitative Inference PDF
2022-07-04 DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge Knowledge_Graph Self-Supervised Pose Contrastive_Learning Classification Image_Classification Language_Model Prediction PDF
2022-07-04 Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation Sixing Yan, William K. Cheung, Keith Chiu, Terence M. Tong, Charles K. Cheung arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Relation Attention Medical PDF
2022-07-02 Syntax Controlled Knowledge Graph-to-Text Generation with Order and Semantic Consistency Jin Liu, Chongfeng Fan, Fengyu Zhou, Huijuan Xu arXiv_AI arXiv_AI Optimization Regularization Knowledge Knowledge_Graph Speech Text_Generation Caption Prediction PDF
2022-07-01 Using a Cognitive Architecture to consider antiblackness in design and development of AI systems Christopher L. Dancy arXiv_AI arXiv_AI Knowledge Knowledge_Graph PDF
2022-07-01 Assessing the Effects of Hyperparameters on Knowledge Graph Embedding Quality Oliver Lloyd, Yi Liu, Tom Gaunt arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Classification Relation Prediction PDF
2022-07-01 Enriching Wikidata with Linked Open Data Bohui Zhang, Filip Ilievski, Pedro Szekely arXiv_AI arXiv_AI Knowledge Knowledge_Graph Detection PDF
2022-06-29 ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph Completion Minsang Kim, Seungjun Baek arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Action Relation CNN Prediction PDF
2022-06-28 BertNet: Harvesting Knowledge Graphs from Pretrained Language Models Shibo Hao, Bowen Tan, Kaiwen Tang, Hengzhe Zhang, Eric P Xing, Zhiting Hu arXiv_CL arXiv_CL Bert Knowledge Knowledge_Graph Action Relation Language_Model PDF
2022-06-27 Geo-Situation for Modeling Causality of Geo-Events in Knowledge Graphs Shirly Stephen, Wenwen Li, Torsten Hahmann arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose PDF
2022-06-27 Endowing Language Models with Multimodal Knowledge Graph Representations Ningyuan Huang, Yash R. Deshpande, Yibo Liu, Houda Alberts, Kyunghyun Cho, Clara Vania, Iacer Calixto arXiv_CL arXiv_CL Recognition Knowledge Knowledge_Graph Pose Relation Language_Model PDF
2022-06-25 Language Models as Knowledge Embeddings Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Contrastive_Learning Classification Relation Language_Model Prediction PDF
2022-06-24 Geometry Interaction Knowledge Graph Embeddings Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Action Relation Inference Prediction Matching PDF
2022-06-24 ER: Equivariance Regularizer for Knowledge Graph Completion Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-06-24 Signal Knowledge Graph Anj Simmons, Rajesh Vasa arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Inference PDF
2022-06-21 Knowledge Graph Fusion for Language Model Fine-tuning Nimesh Bhana, Terence L. van Zyl arXiv_CL arXiv_CL Embedding Bert Knowledge Knowledge_Graph Language_Model PDF
2022-06-21 Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning Hidetaka Kamigaito, Katsuhiko Hayashi arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose PDF
2022-06-21 KTN: Knowledge Transfer Network for Learning Multi-person 2D-3D Correspondences Xuanhan Wang, Lianli Gao, Yixuan Zhou, Jingkuan Song, Meng Wang arXiv_CV arXiv_CV Image_Caption Segmentation 3D Pose_Estimation Knowledge Knowledge_Graph Pose Detection CNN PDF
2022-06-20 An Ontological Approach to Analysing Social Service Provisioning Mark S. Fox, Bart Gajderowicz, Daniela Rosu, Alina Turner, Lester Lyu arXiv_AI arXiv_AI Tracking Knowledge Knowledge_Graph Pose Ontology GAN PDF
2022-06-20 Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data Tian Li, Xiang Chen, Zhen Dong, Weijiang Yu, Yijun Yan, Kurt Keutzer, Shanghang Zhang arXiv_CL arXiv_CL Bert Sentiment_Classification Text_Classification Knowledge Knowledge_Graph Pose Classification Relation Sentiment Language_Model PDF
2022-06-18 Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa Tarun Garg, Kaushik Roy, Amit Sheth arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Deep_Learning Relation Attention Language_Model PDF
2022-06-18 A Double-Graph Based Framework for Frame Semantic Parsing Ce Zheng, Xudong Chen, Runxin Xu, Baobao Chang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Classification Relation Attention PDF
2022-06-17 Statistical and Neural Methods for Cross-lingual Entity Label Mapping in Knowledge Graphs Gabriel Amaral, Mārcis Pinnis, Inguna Skadiņa, Odinaldo Rodrigues, Elena Simperl arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Matching PDF
2022-06-16 Exploiting Global Semantic Similarities in Knowledge Graphs by Relational Prototype Entities Xueliang Wang, Jiajun Chen, Feng Wu, Jie Wang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation PDF
2022-06-15 KGEA: A Knowledge Graph Enhanced Article Quality Identification Dataset Chunhui Ai, Derui Wang, Yang Xu, Wenrui Xie, Ziqiang Cao arXiv_CL arXiv_CL Text_Classification Knowledge Knowledge_Graph Pose Action Classification Sentiment PDF
2022-06-15 Collaborative Knowledge Graph Fusion by Exploiting the Open Corpus Yue Wang, Yao Wan, Lu Bai, Lixin Cui, Zhuo Xu, Ming Li, Philip S. Yu, Edwin R Hancock arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action Relation PDF
2022-06-15 Zero-shot object goal visual navigation Qianfan Zhao, Lu Zhang, Bin He, Hong Qiao, Zhiyong Liu arXiv_AI arXiv_AI Embedding Reinforcement_Learning Zero-Shot Knowledge Knowledge_Graph Pose Detection PDF
2022-06-13 Knowledge Graph Construction and Its Application in Automatic Radiology Report Generation from Radiologist's Dictation Kaveri Kale, Pushpak Bhattacharyya, Aditya Shetty, Miling Gune, Kush Shrivastava, Rustom Lawyer, Spriha Biswas arXiv_AI arXiv_AI Knowledge Review Knowledge_Graph Action Relation GAN PDF
2022-06-12 CoSe-Co: Text Conditioned Generative CommonSense Contextualizer Rachit Bansal, Milan Aggarwal, Sumit Bhatia, Jivat Neet Kaur, Balaji Krishnamurthy arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation Language_Model QA PDF
2022-06-11 A Unified Continuous Learning Framework for Multi-modal Knowledge Discovery and Pre-training Zhihao Fan, Zhongyu Wei, Jingjing Chen, Siyuan Wang, Zejun Li, Jiarong Xu, Xuanjing Huang arXiv_CV arXiv_CV Transformer Knowledge Knowledge_Graph Pose PDF
2022-06-10 REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction Sheng Zhang, Patrick Ng, Zhiguo Wang, Bing Xiang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction Language_Model PDF
2022-06-10 Symbolic image detection using scene and knowledge graphs Nasrin Kalanat, Adriana Kovashka arXiv_CV arXiv_CV Knowledge Knowledge_Graph Pose Classification Detection Relation Attention PDF
2022-06-09 Temporal Inductive Logic Reasoning Yuan Yang, Siheng Xiong, James C Kerce, Faramarz Fekri arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation PDF
2022-06-08 ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion Aleksandar Pavlović (1), Emanuel Sallinger (1 and 2) ((1) TU Vienna (2) University of Oxford) arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Inference PDF
2022-06-08 Disentangled Ontology Embedding for Zero-shot Learning Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen arXiv_AI arXiv_AI Embedding Zero-Shot Knowledge Knowledge_Graph Pose Ontology Classification Relation Image_Classification PDF
2022-06-08 Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo arXiv_AI arXiv_AI Transfer_Learning Zero-Shot Knowledge Knowledge_Graph Pose QA PDF
2022-06-07 Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs Vítor Lourenço, Aline Paes arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Attention Prediction PDF
2022-06-07 Improving Knowledge Graph Embedding via Iterative Self-Semantic Knowledge Distillation Zhehui Zhou, Defang Chen, Can Wang, Yan Feng, Chun Chen arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Action Relation Prediction PDF
2022-06-07 Learning to Efficiently Propagate for Reasoning on Knowledge Graphs Zhaocheng Zhu, Xinyu Yuan, Louis-Pascal Xhonneux, Ming Zhang, Maxime Gazeau, Jian Tang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose PDF
2022-06-06 Schema-Guided Event Graph Completion Hongwei Wang, Zixuan Zhang, Sha Li, Jiawei Han, Yizhou Sun, Hanghang Tong, Joseph P. Olive, Heng Ji arXiv_AI arXiv_AI Knowledge Knowledge_Graph Self-Supervised Pose Inference Prediction Matching PDF
2022-06-05 A knowledge graph representation learning approach to predict novel kinase-substrate interactions Sachin Gavali, Karen Ross, Chuming Chen, Julie Cowart, Cathy H. Wu arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Ontology Action Classification PDF
2022-06-05 OntoMerger: An Ontology Integration Library for Deduplicating and Connecting Knowledge Graph Nodes David Geleta, Andriy Nikolov, Mark ODonoghue, Benedek Rozemberczki, Anna Gogleva, Valentina Tamma, Terry R. Payne arXiv_AI arXiv_AI Knowledge Knowledge_Graph Ontology Medical PDF
2022-06-03 QAGCN: A Graph Convolutional Network-based Multi-Relation Question Answering System Ruijie Wang, Luca Rossetto, Michael Cochez, Abraham Bernstein arXiv_AI arXiv_AI Embedding Reinforcement_Learning Knowledge Knowledge_Graph Pose Relation Attention CNN QA PDF
2022-06-03 Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization Mutian He, Tianqing Fang, Weiqi Wang, Yangqiu Song arXiv_AI arXiv_AI Knowledge Knowledge_Graph Inference Language_Model PDF
2022-06-03 Plumber: A Modular Framework to Create Information Extraction Pipelines Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action PDF
2022-06-02 On the Effectiveness of Knowledge Graph Embeddings: a Rule Mining Approach Johanna Jøsang, Ricardo Guimarães, Ana Ozaki arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph PDF
2022-06-01 A modular architecture for creating multimodal agents Thomas Baier, Selene Baez Santamaria, Piek Vossen arXiv_AI arXiv_AI Knowledge Knowledge_Graph Action PDF
2022-06-01 Ultrahyperbolic Knowledge Graph Embeddings Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation PDF
2022-05-31 Efficiently Embedding Dynamic Knowledge Graphs Tianxing Wu, Arijit Khan, Melvin Yong, Guilin Qi, Meng Wang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation CNN Prediction Recommendation PDF
2022-05-31 Knowledge Graph -- Deep Learning: A Case Study in Question Answering in Aviation Safety Domain Ankush Agarwal, Raj Gite, Shreya Laddha, Pushpak Bhattacharyya, Satyanarayan Kar, Asif Ekbal, Prabhjit Thind, Rajesh Zele, Ravi Shankar arXiv_AI arXiv_AI Bert Knowledge Knowledge_Graph Pose Face Deep_Learning QA PDF
2022-05-30 Learning Adaptive Propagation for Knowledge Graph Reasoning Yongqi Zhang, Zhanke Zhou, Quanming Yao, Xiaowen Chu, Bo Han arXiv_AI arXiv_AI Knowledge Knowledge_Graph PDF
2022-05-29 Anchor Prediction: A Topic Modeling Approach Jean Dupuy, Adrien Guille, Julien Jacques arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Relation Prediction PDF
2022-05-27 StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes Awantee Deshpande, Dana Ruiter, Marius Mosbach, Dietrich Klakow arXiv_CL arXiv_CL Knowledge Knowledge_Graph Speech Classification Detection Language_Model PDF
2022-05-27 Ontology Design Facilitating Wikibase Integration -- and a Worked Example for Historical Data Cogan Shimizu, Andrew Eells, Seila Gonzalez, Lu Zhou, Pascal Hitzler, Alicia Sheill, Catherine Foley, Dean Rehberger arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Ontology PDF
2022-05-27 Text-Based Automatic Personality Prediction Using KGrAt-Net; A Knowledge Graph Attention Network Classifier Majid Ramezani, Mohammad-Reza Feizi-Derakhshi, Mohammad-Ali Balafar arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Classification Relation Attention GAN Prediction PDF
2022-05-26 Symbiotic Child Emotional Support with Social Robots and Temporal Knowledge Graphs Isabella Saccardi, Duygu Sezen Islakoglu, Anouk Neerincx, Federica Lucia Vinella arXiv_AI arXiv_AI Tracking Knowledge Knowledge_Graph Emotion Action PDF
2022-05-25 Would You Ask it that Way? Measuring and Improving Question Naturalness for Knowledge Graph Question Answering Trond Linjordet, Krisztian Balog arXiv_CL arXiv_CL Knowledge Knowledge_Graph QA PDF
2022-05-25 QAMPARI: : An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs Samuel Joseph Amouyal Ohad Rubin, Ori Yoran, Tomer Wolfson, Jonathan Herzig, Jonathan Berant arXiv_CL arXiv_CL Knowledge Knowledge_Graph QA PDF
2022-05-24 Overview of STEM Science as Process, Method, Material, and Data Named Entities Jennifer D'Souza arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Face PDF
2022-05-24 FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source Aman Kumar, Akshay G Bharadwaj, Binil Starly, Collin Lynch arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action Relation PDF
2022-05-23 VQA-GNN: Reasoning with Multimodal Semantic Graph for Visual Question Answering Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec arXiv_AI arXiv_AI Recognition Knowledge Knowledge_Graph Pose VQA QA PDF
2022-05-23 Symptom Identification for Interpretable Detection of Multiple Mental Disorders Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu arXiv_CL arXiv_CL Knowledge Knowledge_Graph Detection Prediction PDF
2022-05-23 Supporting Vision-Language Model Inference with Causality-pruning Knowledge Prompt Jiangmeng Li, Wenyi Mo, Wenwen Qiang, Bing Su, Changwen Zheng arXiv_CV arXiv_CV Transformer Recognition Zero-Shot Knowledge Knowledge_Graph Pose Classification Inference Language_Model PDF
2022-05-23 FLEX: Feature-Logic Embedding Framework for CompleX Knowledge Graph Reasoning Xueyuan Lin, Haihong E, Gengxian Zhou, Tianyi Hu, Li Ningyuan, Mingzhi Sun, Haoran Luo arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose PDF
2022-05-22 Relphormer: Relational Graph Transformer for Knowledge Graph Representation Zhen Bi, Siyuan Cheng, Ningyu Zhang, Xiaozhuan Liang, Feiyu Xiong, Huajun Chen arXiv_CL arXiv_CL Transformer Represenation_Learning Knowledge Knowledge_Graph Pose Relation Attention Prediction PDF
2022-05-22 AFEC: A Knowledge Graph Capturing Social Intelligence in Casual Conversations Yubo Xie, Junze Li, Pearl Pu arXiv_CL arXiv_CL Knowledge Knowledge_Graph QA PDF
2022-05-21 An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs Jiarui Zhang, Filip Ilievski, Kaixin Ma, Jonathan Francis, Alessandro Oltramari arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge Knowledge_Graph Language_Model PDF
2022-05-21 Are Graph Neural Networks Really Helpful for Knowledge Graph Completion? Juanhui Li, Harry Shomer, Jiayuan Ding, Yiqi Wang, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Relation Attention PDF
2022-05-21 Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction Zifeng Ding, Bailan He, Yunpu Ma, Zhen Han, Volker Tresp arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation Few-Shot Prediction PDF
2022-05-21 DKG: A Descriptive Knowledge Graph for Explaining Relationships between Entities Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-mei Hwu arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Self-Supervised Pose Relation Prediction PDF
2022-05-20 ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities Yunjun Gao, Xiaoze Liu, Junyang Wu, Tianyi Li, Pengfei Wang, Lu Chen arXiv_AI arXiv_AI Embedding Sparse Knowledge Knowledge_Graph Pose Face PDF
2022-05-18 Carbon Figures of Merit Knowledge Creation with a Hybrid Solution and Carbon Tables API Maira Gatti de Bayser arXiv_AI arXiv_AI Knowledge Knowledge_Graph PDF
2022-05-18 Entity Alignment with Reliable Path Reasoning and Relation-Aware Heterogeneous Graph Transformer Weishan Cai, Wenjun Ma, Jieyu Zhan, Yuncheng Jiang arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Pose Relation Attention PDF
2022-05-18 Entity Alignment For Knowledge Graphs: Progress, Challenges, and Empirical Studies Deepak Chaurasiya, Anil Surisetty, Nitish Kumar, Alok Singh, Vikrant Dey, Aakarsh Malhotra, Gaurav Dhama, Ankur Arora arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph PDF
2022-05-17 KGNN: Distributed Framework for Graph Neural Knowledge Representation Binbin Hu, Zhiyang Hu, Zhiqiang Zhang, Jun Zhou, Chuan Shi arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Classification Relation Prediction PDF
2022-05-17 SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev, Zhe Dong, Enrique Alfonseca, Martin Jaggi arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Language_Model QA PDF
2022-05-16 CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction Tara Safavi, Doug Downey, Tom Hope arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Language_Model Prediction PDF
2022-05-16 Neural-Symbolic Models for Logical Queries on Knowledge Graphs Zhaocheng Zhu, Mikhail Galkin, Zuobai Zhang, Jian Tang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation PDF
2022-05-16 KGRGRL: A User's Permission Reasoning Method Based on Knowledge Graph Reward Guidance Reinforcement Learning Lei Zhang, Yu Pan, Yi Liu, Qibin Zheng, Zhisong Pan arXiv_AI arXiv_AI Embedding Reinforcement_Learning Knowledge Knowledge_Graph Pose PDF
2022-05-13 Bootstrapping Text Anonymization Models with Distant Supervision Anthi Papadopoulou, Pierre Lison, Lilja Øvrelid, Ildikó Pilán arXiv_CL arXiv_CL Bert Knowledge Knowledge_Graph Pose Language_Model PDF
2022-05-13 An Approach for Automatic Construction of an Algorithmic Knowledge Graph from Textual Resources Jyotima Patel, Biswanath Dutta arXiv_AI arXiv_AI Knowledge Knowledge_Graph PDF
2022-05-13 Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research? Longquan Jiang, Ricardo Usbeck arXiv_AI arXiv_AI Zero-Shot Knowledge Knowledge_Graph Pose QA PDF
2022-05-13 Kronecker Decomposition for Knowledge Graph Embeddings Caglar Demir, Julian Lienen, Axel-Cyrille Ngonga Ngomo arXiv_AI arXiv_AI Embedding Optimization Knowledge Knowledge_Graph Pose Action Relation Prediction PDF
2022-05-13 KnowGraph-PM: a Knowledge Graph based Pricing Model for Semiconductors Supply Chains Nour Ramzy, Soren Auer, Javad Chamanara, Hans Ehm arXiv_AI arXiv_AI Knowledge Knowledge_Graph Relation PDF
2022-05-13 Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning Huijuan Wang, Siming Dai, Weiyue Su, Hui Zhong, Zeyang Fang, Zhengjie Huang, Shikun Feng, Zeyu Chen, Yu Sun, Dianhai Yu arXiv_CL arXiv_CL Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation Attention Prediction PDF
2022-05-11 Relational Triple Extraction: One Step is Enough Yu-Ming Shang, Heyan Huang, Xin Sun, Wei Wei, Xian-Ling Mao arXiv_AI arXiv_AI Recognition Knowledge Knowledge_Graph Pose Action Relation PDF
2022-05-10 Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-05-09 ISA-bEL: Intelligent Search Algorithm based on Entity Linking Rubén González Sendino, Mónica Ortega, Carlos Carrasco arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Face PDF
2022-05-09 Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective Ying Zhou, Xuanang Chen, Ben He, Zheng Ye, Le Sun arXiv_AI arXiv_AI Knowledge Knowledge_Graph PDF
2022-05-08 It's the Same Old Story! Enriching Event-Centric Knowledge Graphs by Narrative Aspects Florian Plötzky, Wolf-Tilo Balke arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose PDF
2022-05-08 Math-KG: Construction and Applications of Mathematical Knowledge Graph Jianing Wang arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose PDF
2022-05-07 SubGraph Networks based Entity Alignment for Cross-lingual Knowledge Graph Shanqing Yu, Shihan Zhang, Jianlin Zhang, Jiajun Zhou, Qi Xuan, Bing Li, Xiaojuan Hu arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose PDF
2022-05-05 WDV: A Broad Data Verbalisation Dataset Built from Wikidata Gabriel Amaral, Odinaldo Rodrigues, Elena Simperl arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose PDF
2022-05-05 Dangling-Aware Entity Alignment with Mixed High-Order Proximities Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Detection PDF
2022-05-04 Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction GAN Prediction Recommendation PDF
2022-05-04 Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen arXiv_AI arXiv_AI Knowledge Knowledge_Graph Relation Language_Model PDF
2022-05-04 Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions Angel Daruna, Devleena Das, Sonia Chernova arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Action Inference Prediction PDF
2022-05-03 GRAPHYP: A Scientific Knowledge Graph with Manifold Subnetworks of Communities. Detection of Scholarly Disputes in Adversarial Information Routes Renaud Fabre (LED), Otmane Azeroual (DZHW), Patrice Bellot (LIS), Joachim Schöpfel (GERIICO), Daniel Egret (PSL) arXiv_AI arXiv_AI Knowledge Adversarial Knowledge_Graph Pose Face Classification Detection PDF
2022-05-02 Knowledge Graph Contrastive Learning for Recommendation Yuhao Yang, Chao Huang, Lianghao Xia, Chenliang Li arXiv_AI arXiv_AI Gradient_Descent Sparse Knowledge Knowledge_Graph Pose Contrastive_Learning Action Relation Recommendation PDF
2022-05-02 Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion Zhenwei Tang, Shichao Pei, Zhao Zhang, Yongchun Zhu, Fuzhen Zhuang, Robert Hoehndorf, Xiangliang Zhang arXiv_AI arXiv_AI Knowledge Adversarial Knowledge_Graph Pose PDF
2022-05-02 Entity-aware Transformers for Entity Search Emma J. Gerritse, Faegheh Hasibi, Arjen P. de Vries arXiv_CL arXiv_CL Transformer Embedding Bert Knowledge Knowledge_Graph Relation Language_Model PDF
2022-05-02 Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Matching PDF
2022-04-29 PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding Reasoning Linlin Chao, Taifeng Wang, Wei Chu arXiv_AI arXiv_AI Embedding Sparse Knowledge Knowledge_Graph Self-Supervised Pose Relation Inference Prediction PDF
2022-04-29 KERMIT - A Transformer-Based Approach for Knowledge Graph Matching Sven Hertling, Jan Portisch, Heiko Paulheim arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Language_Model Matching PDF
2022-04-28 Instilling Type Knowledge in Language Models via Multi-Task QA Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian McAuley arXiv_AI arXiv_AI Transformer Tracking Zero-Shot Knowledge Knowledge_Graph Language_Model QA PDF
2022-04-28 Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph Niclas Heilig, Jan Kirchhoff, Florian Stumpe, Joan Plepi, Lucie Flek, Heiko Paulheim arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Medical Prediction PDF
2022-04-28 Hyperbolic Hierarchical Knowledge Graph Embeddings for Link Prediction in Low Dimensions Wenjie Zheng, Wenxue Wang, Fulan Qian, Shu Zhao, Yanping Zhang arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Attention Prediction PDF
2022-04-27 TransHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction Yizhi Li, Wei Fan, Chao Liu, Chenghua Lin, Jiang Qian arXiv_AI arXiv_AI Embedding Optimization Knowledge Knowledge_Graph Pose Face Relation Prediction PDF
2022-04-27 Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion Huda Hakami, Mona Hakami, Angrosh Mandya, Danushka Bollegala arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-04-27 Query2Particles: Knowledge Graph Reasoning with Particle Embeddings Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose PDF
2022-04-27 A Method of Query Graph Reranking for Knowledge Base Question Answering Yonghui Jia, Wenliang Chen arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose QA PDF
2022-04-27 Modern Baselines for SPARQL Semantic Parsing Debayan Banerjee, Pranav Ajit Nair, Jivat Neet Kaur, Ricardo Usbeck, Chris Biemann arXiv_CL arXiv_CL Embedding Bert Knowledge Knowledge_Graph Relation Language_Model PDF
2022-04-26 Adaptive Pseudo-Siamese Policy Network for Temporal Knowledge Prediction Pengpeng Shao, Tong Liu, Feihu Che, Dawei Zhang, Jianhua Tao arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Knowledge_Graph Pose Relation Attention Prediction PDF
2022-04-25 Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking Qian Dong, Yiding Liu, Suqi Cheng, Shuaiqiang Wang, Zhicong Cheng, Shuzi Niu, Dawei Yin arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Action Language_Model PDF
2022-04-25 Financial data analysis application via multi-strategy text processing Hongyin Zhu arXiv_CL arXiv_CL Knowledge Knowledge_Graph Deep_Learning Relation Sentiment PDF
2022-04-24 Open-domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion Feifei Xu, Shanlin Zhou, Xinpeng Wang, Yunpu Ma, Wenkai Zhang, Zhisong Li arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Face PDF
2022-04-22 MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering Viktoriia Chekalina, Anton Razzhigaev, Albert Sayapin, Alexander Panchenko arXiv_AI arXiv_AI Embedding Optimization Knowledge Knowledge_Graph Pose Prediction PDF
2022-04-21 SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space Jinxing Yu, Yunfeng Cai, Mingming Sun, Ping Li arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Deep_Learning Relation Prediction PDF
2022-04-21 Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps Amrita Saha, Steven C.H. Hoi arXiv_AI arXiv_AI Knowledge Review Knowledge_Graph Quantitative PDF
2022-04-20 LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs Fei Xia, Bin Li, Yixuan Weng, Shizhu He, Kang Liu, Bin Sun, Shutao Li, Jun Zhao arXiv_AI arXiv_AI Knowledge Knowledge_Graph Medical QA Recommendation PDF
2022-04-19 DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation Md Rashad Al Hasan Rony, Ricardo Usbeck, Jens Lehmann arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Attention Inference Language_Model PDF
2022-04-19 RNNCTPs: A Neural Symbolic Reasoning Method Using Dynamic Knowledge Partitioning Technology Yu-hao Wu, Hou-biao Li arXiv_AI arXiv_AI Embedding RNN Knowledge Knowledge_Graph Pose Relation Inference Prediction PDF
2022-04-18 TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation Xuanyu Zhang, Qing Yang, Dongliang Xu arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Relation PDF
2022-04-18 TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval Megan Leszczynski, Daniel Y. Fu, Mayee F. Chen, Christopher Ré arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph PDF
2022-04-16 A Hierarchical N-Gram Framework for Zero-Shot Link Prediction Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye arXiv_CL arXiv_CL Transformer Embedding Zero-Shot Knowledge Knowledge_Graph Pose Face Relation GAN Prediction PDF
2022-04-15 Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph Mingchen Li, Jonathan Shihao Ji arXiv_CL arXiv_CL Bert Knowledge Knowledge_Graph Prediction QA PDF
2022-04-15 Knowledgebra: An Algebraic Learning Framework for Knowledge Graph Tong Yang, Yifei Wang, Long Sha, Jan Engelbrecht, Pengyu Hong arXiv_AI arXiv_AI Embedding Represenation_Learning Regularization Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-04-15 Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale Ihab F. Ilyas, Theodoros Rekatsinas, Vishnu Konda, Jeffrey Pound, Xiaoguang Qi, Mohamed Soliman arXiv_CL arXiv_CL Knowledge Review Knowledge_Graph PDF
2022-04-13 GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation Anthony Colas, Mehrdad Alvandipour, Daisy Zhe Wang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Attention Text_Generation Language_Model PDF
2022-04-12 Enriching Artificial Intelligence Explanations with Knowledge Fragments Jože M. Rožanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaž Fortuna, Dunja Mladenić arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph PDF
2022-04-11 Knowledge Graph and Accurate Portrait Construction of Scientific and Technological Academic Conferences Runyu Yu, Zhe Xue, Ang Li arXiv_AI arXiv_AI Knowledge Knowledge_Graph Deep_Learning PDF
2022-04-11 Accurate Portraits of Scientific Resources and Knowledge Service Components Yue Wang, Zhe Xue, Ang Li arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Classification Relation PDF
2022-04-10 Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations Ioannis Dikeoulias, Saadullah Amin, Günter Neumann arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Action Relation Matching PDF
2022-04-10 MedDistant19: A Challenging Benchmark for Distantly Supervised Biomedical Relation Extraction Saadullah Amin, Pasquale Minervini, David Chang, Günter Neumann, Pontus Stenetorp arXiv_CL arXiv_CL Knowledge Knowledge_Graph Action Relation Relation_Extraction GAN Medical PDF
2022-04-09 Modeling Multi-Granularity Hierarchical Features for Relation Extraction Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li arXiv_CL arXiv_CL Bert RNN Knowledge Knowledge_Graph Pose Action Relation Relation_Extraction PDF
2022-04-08 KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media Wenqian Zhang, Shangbin Feng, Zilong Chen, Zhenyu Lei, Jundong Li, Minnan Luo arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Pose Detection Relation PDF
2022-04-08 Ontology Matching Through Absolute Orientation of Embedding Spaces Jan Portisch, Guilherme Costa, Karolin Stefani, Katharina Kreplin, Michael Hladik, Heiko Paulheim arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Ontology Matching PDF
2022-04-08 Blockchain as an Enabler for Transfer Learning in Smart Environments Amin Anjomshoaa, Edward Curry arXiv_AI arXiv_AI Transfer_Learning Knowledge Knowledge_Graph Pose PDF
2022-04-06 C3KG: A Chinese Commonsense Conversation Knowledge Graph Dawei Li, Yanran Li, Jiayi Zhang, Ke Li, Chen Wei, Jianwei Cui, Bin Wang arXiv_CL arXiv_CL Knowledge Knowledge_Graph GAN Matching PDF
2022-04-05 Walk this Way! Entity Walks and Property Walks for RDF2vec Jan Portisch, Heiko Paulheim arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Action Language_Model PDF
2022-04-04 MetaAID: A Flexible Framework for Developing Metaverse Applications via AI Technology and Human Editing Hongyin Zhu arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Face PDF
2022-04-03 Virtual Relational Knowledge Graphs for Recommendation Lingyun Lu, Bang Wang, Zizhuo Zhang, Shenghao Liu, Han Xu arXiv_AI arXiv_AI Embedding Unsupervised Represenation_Learning Knowledge Knowledge_Graph Pose Relation Recommendation PDF
2022-04-01 Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations Sihang Zeng, Zheng Yuan, Sheng Yu arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Contrastive_Learning Relation Medical Language_Model PDF
2022-03-28 Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment Zijie Huang, Zheng Li, Haoming Jiang, Tianyu Cao, Hanqing Lu, Bing Yin, Karthik Subbian, Yizhou Sun, Wei Wang arXiv_AI arXiv_AI Unsupervised Knowledge Knowledge_Graph Self-Supervised Pose Relation Attention PDF
2022-03-28 WawPart: Workload-Aware Partitioning of Knowledge Graphs Amitabh Priyadarshi, Krzysztof J. Kochut arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose PDF
2022-03-28 AWAPart: Adaptive Workload-Aware Partitioning of Knowledge Graphs Amitabh Priyadarshi, Krzysztof J. Kochut arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose PDF
2022-03-28 Hierarchical Transformer Model for Scientific Named Entity Recognition Urchade Zaratiana, Pierre Holat, Nadi Tomeh, Thierry Charnois arXiv_CL arXiv_CL Transformer Recognition Bert Knowledge Knowledge_Graph Action Relation Relation_Extraction Medical PDF
2022-03-28 Computer Science Named Entity Recognition in the Open Research Knowledge Graph Jennifer D'Souza, Sören Auer arXiv_CL arXiv_CL Recognition Knowledge Knowledge_Graph Pose Action Attention PDF
2022-03-28 The Digitalization of Bioassays in the Open Research Knowledge Graph Jennifer D'Souza, Anita Monteverdi, Muhammad Haris, Marco Anteghini, Kheir Eddine Farfar, Markus Stocker, Vitor A.P. Martins dos Santos, Sören Auer arXiv_AI arXiv_AI Knowledge Knowledge_Graph Survey PDF
2022-03-27 BARCOR: Towards A Unified Framework for Conversational Recommendation Systems Ting-Chun Wang, Shang-Yu Su, Yun-Nung Chen arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Recommendation PDF
2022-03-26 Augmenting Knowledge Graphs for Better Link Prediction Jiang Wang, Filip Ilievski, Pedro Szekely, Ke-Thia Yao arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-03-24 Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings Jie Wang, Zhanqiu Zhang, Zhihao Shi, Jianyu Cai, Shuiwang Ji, Feng Wu arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Matching PDF
2022-03-22 Learning Relation-Specific Representations for Few-shot Knowledge Graph Completion Yuling Li, Kui Yu, Yuhong Zhang, Xindong Wu arXiv_CL arXiv_CL Embedding Sparse Knowledge Knowledge_Graph Pose Relation Few-Shot PDF
2022-03-21 Relevant CommonSense Subgraphs for 'What if...' Procedural Reasoning Chen Zheng, Parisa Kordjamshidi arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action QA PDF
2022-03-20 Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems Yi-Lin Tuan, Sajjad Beygi, Maryam Fazel-Zarandi, Qiaozi Gao, Alessandra Cervone, William Yang Wang arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Pose PDF
2022-03-19 Sequence-to-Sequence Knowledge Graph Completion and Question Answering Apoorv Saxena, Adrian Kochsiek, Rainer Gemulla arXiv_CL arXiv_CL Transformer Embedding Knowledge Knowledge_Graph Relation Inference Prediction QA PDF
2022-03-18 BIOS: An Algorithmically Generated Biomedical Knowledge Graph Sheng Yu, Zheng Yuan, Jun Xia, Shengxuan Luo, Huaiyuan Ying, Sihang Zeng, Jingyi Ren, Hongyi Yuan, Zhengyun Zhao, Yucong Lin, Keming Lu, Jing Wang, Yutao Xie, Heung-Yeung Shum arXiv_CL arXiv_CL Knowledge Knowledge_Graph Ontology Action Classification Relation Relation_Extraction Medical PDF
2022-03-17 Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations Zhen Han, Ruotong Liao, Beiyan Liu, Yao Zhang, Zifeng Ding, Heinz Köppl, Hinrich Schütze, Volker Tresp arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Relation Language_Model Prediction PDF
2022-03-17 Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation Kai Zhang, Yu Wang, Hongyi Wang, Lifu Huang, Carl Yang, Lichao Sun arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-03-17 Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models Nathan Vaska, Victoria Helus arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Detection Object_Detection Prediction PDF
2022-03-17 Knowledge Graph Embedding Methods for Entity Alignment: An Experimental Review Nikolaos Fanourakis, Vasilis Efthymiou, Dimitris Kotzinos, Vassilis Christophides arXiv_AI arXiv_AI Embedding Unsupervised Knowledge Review Knowledge_Graph Pose Quantitative Relation Recommendation PDF
2022-03-17 Knowledge Graph-Enabled Text-Based Automatic Personality Prediction Majid Ramezani, Mohammad-Reza Feizi-Derakhshi, Mohammad-Ali Balafar arXiv_AI arXiv_AI Embedding RNN Knowledge Knowledge_Graph Ontology Emotion Deep_Learning Relation CNN Prediction Matching PDF
2022-03-16 Multimodal Learning on Graphs for Disease Relation Extraction Yucong Lin, Keming Lu, Sheng Yu, Tianxi Cai, Marinka Zitnik arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Action Classification Relation Relation_Extraction GAN Medical PDF
2022-03-16 TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Huang Hu, Xiubo Geng, Daxin Jiang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Text_Generation Language_Model PDF
2022-03-15 RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion Kai Chen, Ye Wang, Yitong Li, Aiping Li arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Pose Relation Attention Prediction PDF
2022-03-15 Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning Zixuan Li, Saiping Guan, Xiaolong Jin, Weihua Peng, Yajuan Lyu, Yong Zhu, Long Bai, Wei Li, Jiafeng Guo, Xueqi Cheng arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose CNN PDF
2022-03-14 A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs Charles Tapley Hoyt, Max Berrendorf, Mikhail Gaklin, Volker Tresp, Benjamin M. Gyori arXiv_AI arXiv_AI Embedding Knowledge Review Knowledge_Graph Pose Prediction PDF
2022-03-14 Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts Wenhao Yu, Chenguang Zhu, Lianhui Qin, Zhihan Zhang, Tong Zhao, Meng Jiang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose PDF
2022-03-14 Neural Theorem Provers Delineating Search Area Using RNN Yu-hao Wu, Hou-biao Li arXiv_AI arXiv_AI RNN Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-03-14 WCL-BBCD: A Contrastive Learning and Knowledge Graph Approach to Named Entity Recognition Renjie Zhou, Qiang Hu, Jian Wan, Jilin Zhang, Qiang Liu, Tianxiang Hu, Jianjun Li arXiv_CL arXiv_CL Recognition Bert RNN Knowledge Knowledge_Graph Pose Contrastive_Learning Action PDF
2022-03-13 Reinforced Imitative Graph Learning for Mobile User Profiling Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Knowledge_Graph Pose Action Autonomous PDF
2022-03-12 Ensemble Semi-supervised Entity Alignment via Cycle-teaching Kexuan Xin, Zequn Sun, Wen Hua, Bing Liu, Wei Hu, Jianfeng Qu, Xiaofang Zhou arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose PDF
2022-03-11 Semi-constraint Optimal Transport for Entity Alignment with Dangling Cases Shengxuan Luo, Pengyu Cheng, Sheng Yu arXiv_CL arXiv_CL Embedding Unsupervised Optimization Knowledge Knowledge_Graph Pose Detection Medical PDF
2022-03-10 OneRel:Joint Entity and Relation Extraction with One Module in One Step Yu-Ming Shang, Heyan Huang, Xian-Ling Mao arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action Classification Relation Relation_Extraction PDF
2022-03-10 An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection Shengxuan Luo, Sheng Yu arXiv_CL arXiv_CL Unsupervised Knowledge Knowledge_Graph Pose Detection Medical PDF
2022-03-09 Language Model-driven Negative Sampling Mirza Mohtashim Alam, Md Rashad Al Hasan Rony, Semab Ali, Jens Lehmann, Sahar Vahdati arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation Language_Model Prediction PDF
2022-03-09 ModulE: Module Embedding for Knowledge Graphs Jingxuan Chai, Guangming Shi arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation PDF
2022-03-05 Scaling R-GCN Training with Graph Summarization Alessandro Generale, Till Blume, Michael Cochez arXiv_AI arXiv_AI Knowledge Knowledge_Graph Relation Summarization CNN Inference PDF
2022-03-04 R-GCN: The R Could Stand for Random Vic Degraeve, Gilles Vandewiele, Femke Ongenae, Sofie Van Hoecke arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Classification Relation CNN Prediction PDF
2022-03-04 SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models Liang Wang, Wei Zhao, Zhuoyu Wei, Jingming Liu arXiv_CL arXiv_CL Embedding Bert Knowledge Knowledge_Graph Pose Contrastive_Learning Language_Model PDF
2022-03-04 Time-aware Graph Neural Networks for Entity Alignment between Temporal Knowledge Graphs Chengjin_Xu, Fenglong Su, Jens Lehmann arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Relation Attention PDF
2022-03-03 An Open Challenge for Inductive Link Prediction on Knowledge Graphs Mikhail Galkin, Max Berrendorf, Charles Tapley Hoyt arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Inference Prediction PDF
2022-03-02 SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs Xiao Liu, Haoyun Hong, Xinghao Wang, Zeyi Chen, Evgeny Kharlamov, Yuxiao Dong, Jie Tang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Self-Supervised PDF
2022-03-02 TableFormer: Table Structure Understanding with Transformers Ahmed Nassar, Nikolaos Livathinos, Maksym Lysak, Peter Staar arXiv_CV arXiv_CV Transformer OCR RNN Knowledge Knowledge_Graph Action Deep_Learning Detection Object_Detection