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ORCIDJeff Z. Pan
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- affiliation: The University of Edinburgh, UK
- affiliation (former): University of Aberdeen, Department of Computing Science
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2020 – today
- 2024
[j53]Carlos Bobed, Fernando Bobillo
, Ernesto Jiménez-Ruiz, Eduardo Mena, Jeff Z. Pan:
Praedixi, Redegi, Cogitavi: Adaptive knowledge for resource-aware semantic reasoning. Expert Syst. Appl. 250: 123838 (2024)- [j52]Kang Liu, Yangqiu Song, Jeff Z. Pan:
Editorial for Special Issue on Commonsense Knowledge and Reasoning: Representation, Acquisition and Applications. Mach. Intell. Res. 21(2): 215-216 (2024) - [c241]Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan:
Knowledge-Aware Neuron Interpretation for Scene Classification. AAAI 2024: 1950-1958 - [c240]Xiongtao Zhou, Jie He, Yuhua Ke, Guangyao Zhu, Víctor Gutiérrez-Basulto, Jeff Z. Pan:
An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models. ACL (Findings) 2024: 10057-10084 - [c239]Xiaoqi Han, Ru Li, Xiaoli Li, Jiye Liang, Zifang Zhang, Jeff Z. Pan:
InstructEd: Soft-Instruction Tuning for Model Editing with Hops. ACL (Findings) 2024: 14953-14968 - [c238]Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Z. Pan, Jiaoyan Chen, Freddy Lécué:
TacoERE: Cluster-aware Compression for Event Relation Extraction. LREC/COLING 2024: 15511-15521 - [c237]Danna Zheng, Mirella Lapata, Jeff Z. Pan:
Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning. EACL (1) 2024: 94-111 - [c236]Yijun Yang, Jie He, Pinzhen Chen, Víctor Gutiérrez-Basulto, Jeff Z. Pan:
UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing. NAACL-HLT 2024: 7018-7035 - [c235]Wenyu Huang, André Melo, Jeff Z. Pan:
A Large-scale Offer Alignment Model for Partitioning Filtering and Matching Product Offers. SIGIR 2024: 2880-2884 - [c234]Hongru Wang, Yujia Qin, Yankai Lin, Jeff Z. Pan, Kam-Fai Wong:
Empowering Large Language Models: Tool Learning for Real-World Interaction. SIGIR 2024: 2983-2986 - [c233]Damien Graux, Sébastien Montella, Hajira Jabeen, Claire Gardent, Jeff Z. Pan:
[PromptEng] First International Workshop on Prompt Engineering for Pre-Trained Language Models. WWW (Companion Volume) 2024: 1311-1312 - [e24]Claudia d'Amato, Jeff Z. Pan:
Proceedings of the Doctoral Consortium at ISWC 2023 co-located with 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece, November 7, 2023. CEUR Workshop Proceedings 3678, CEUR-WS.org 2024 [contents] - [i58]Hongru Wang, Wenyu Huang, Yang Deng, Rui Wang, Zezhong Wang, Yufei Wang, Fei Mi, Jeff Z. Pan, Kam-Fai Wong:
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems. CoRR abs/2401.13256 (2024) - [i57]Nan Hu, Jiaoyan Chen, Yike Wu, Guilin Qi, Sheng Bi, Tongtong Wu, Jeff Z. Pan:
Benchmarking Large Language Models in Complex Question Answering Attribution using Knowledge Graphs. CoRR abs/2401.14640 (2024) - [i56]Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan:
Knowledge-Aware Neuron Interpretation for Scene Classification. CoRR abs/2401.15820 (2024) - [i55]Zhuo Chen, Yichi Zhang, Yin Fang, Yuxia Geng, Lingbing Guo, Xiang Chen, Qian Li, Wen Zhang, Jiaoyan Chen, Yushan Zhu, Jiaqi Li, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang, Huajun Chen:
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey. CoRR abs/2402.05391 (2024) - [i54]Danna Zheng, Danyang Liu, Mirella Lapata, Jeff Z. Pan:
TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness. CoRR abs/2402.12545 (2024) - [i53]Danna Zheng, Mirella Lapata, Jeff Z. Pan:
Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning. CoRR abs/2402.12554 (2024) - [i52]Wendi Zhou, Tianyi Li, Pavlos Vougiouklis, Mark Steedman, Jeff Z. Pan:
A Usage-centric Take on Intent Understanding in E-Commerce. CoRR abs/2402.14901 (2024) - [i51]Yijun Yang, Jie He, Pinzhen Chen, Víctor Gutiérrez-Basulto, Jeff Z. Pan:
UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing. CoRR abs/2404.01253 (2024) - [i50]Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan:
HyperMono: A Monotonicity-aware Approach to Hyper-Relational Knowledge Representation. CoRR abs/2404.09848 (2024) - [i49]Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan:
Leveraging Intra-modal and Inter-modal Interaction for Multi-Modal Entity Alignment. CoRR abs/2404.17590 (2024) - [i48]Wenyu Huang, Guancheng Zhou, Mirella Lapata, Pavlos Vougiouklis, Sébastien Montella, Jeff Z. Pan:
Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts. CoRR abs/2405.06524 (2024) - [i47]Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Z. Pan, Jiaoyan Chen, Freddy Lécué:
TacoERE: Cluster-aware Compression for Event Relation Extraction. CoRR abs/2405.06890 (2024) - [i46]Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan:
COTET: Cross-view Optimal Transport for Knowledge Graph Entity Typing. CoRR abs/2405.13602 (2024) - [i45]Simon Chi Lok U, Jie He, Pasquale Minervini, Jeff Z. Pan:
Evaluating the Adversarial Robustness of Retrieval-Based In-Context Learning for Large Language Models. CoRR abs/2405.15984 (2024) - [i44]Xiongtao Zhou, Jie He, Yuhua Ke, Guangyao Zhu, Víctor Gutiérrez-Basulto, Jeff Z. Pan:
An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models. CoRR abs/2406.05130 (2024) - [i43]Junjie Wang, Mingyang Chen, Binbin Hu, Dan Yang, Ziqi Liu, Yue Shen, Peng Wei, Zhiqiang Zhang, Jinjie Gu, Jun Zhou, Jeff Z. Pan, Wen Zhang, Huajun Chen:
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs. CoRR abs/2406.14282 (2024) - [i42]Wen Zhang, Yajing Xu, Peng Ye, Zhiwei Huang, Zezhong Xu, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph Completion. CoRR abs/2406.18166 (2024) - [i41]Zhili Shen, Pavlos Vougiouklis, Chenxin Diao, Kaustubh Vyas, Yuanyi Ji, Jeff Z. Pan:
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning. CoRR abs/2407.03227 (2024) - [i40]Danna Zheng, Mirella Lapata, Jeff Z. Pan:
Large Language Models as Reliable Knowledge Bases? CoRR abs/2407.13578 (2024) - 2023
- [j51]Xiaoqi Han, Ru Li, Xiaoli Li, Jeff Z. Pan:
A divide and conquer framework for Knowledge Editing. Knowl. Based Syst. 279: 110826 (2023) - [j50]Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen:
Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey. Proc. IEEE 111(6): 653-685 (2023) - [j49]Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux:
Large Language Models and Knowledge Graphs: Opportunities and Challenges. TGDK 1(1): 2:1-2:38 (2023) - [j48]Xiaxia Wang, Gong Cheng, Jeff Z. Pan, Evgeny Kharlamov, Yuzhong Qu:
BANDAR: Benchmarking Snippet Generation Algorithms for (RDF) Dataset Search. IEEE Trans. Knowl. Data Eng. 35(2): 1227-1241 (2023) - [j47]Yuxia Geng, Jiaoyan Chen, Xiang Zhuang, Zhuo Chen, Jeff Z. Pan, Juan Li, Zonggang Yuan, Huajun Chen:
Benchmarking knowledge-driven zero-shot learning. J. Web Semant. 75: 100757 (2023) - [j46]Nan Hu, Yike Wu, Guilin Qi, Dehai Min, Jiaoyan Chen, Jeff Z. Pan, Zafar Ali:
An empirical study of pre-trained language models in simple knowledge graph question answering. World Wide Web (WWW) 26(5): 2855-2886 (2023) - [j45]Xin Wang, Jeff Z. Pan, Qingpeng Zhang, Yuan-Fang Li:
Editor's note: Special issue on knowledge-graph-enabled methods and applications for the future web. World Wide Web (WWW) 26(5): 3227 (2023) - [c232]Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Huajun Chen:
DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning. AAAI 2023: 405-413 - [c231]Mingyang Chen, Wen Zhang, Zhen Yao, Yushan Zhu, Yang Gao, Jeff Z. Pan, Huajun Chen:
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding. AAAI 2023: 4182-4190 - [c230]Jie He, Simon Chi Lok U, Víctor Gutiérrez-Basulto, Jeff Z. Pan:
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering. ACL (2) 2023: 376-387 - [c229]Yong Guan, Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Juanzi Li, Ru Li:
Trigger-Argument based Explanation for Event Detection. ACL (Findings) 2023: 5046-5058 - [c228]Sandrine Chausson, Ameer Saadat-Yazdi, Xue Li, Jeff Z. Pan, Vaishak Belle, Nadin Kökciyan, Björn Ross:
A Web-based Tool for Detecting Argument Validity and Novelty. AAMAS 2023: 3053-3055 - [c227]Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan:
HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion. CIKM 2023: 803-812 - [c226]Ameer Saadat-Yazdi, Jeff Z. Pan, Nadin Kökciyan:
Uncovering Implicit Inferences for Improved Relational Argument Mining. EACL 2023: 2476-2487 - [c225]Simon Chi Lok U, Jie He, Víctor Gutiérrez-Basulto, Jeff Z. Pan:
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification. EMNLP (Findings) 2023: 8858-8875 - [c224]Xiaoqi Han, Ru Li, Hongye Tan, Yuanlong Wang, Qinghua Chai, Jeff Z. Pan:
Improving Sequential Model Editing with Fact Retrieval. EMNLP (Findings) 2023: 11209-11224 - [c223]Vivek Iyer, Edoardo Barba, Alexandra Birch, Jeff Z. Pan, Roberto Navigli:
Code-Switching with Word Senses for Pretraining in Neural Machine Translation. EMNLP (Findings) 2023: 12889-12901 - [c222]Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan:
Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs. EMNLP 2023: 12950-12963 - [c221]Yufeng Huang, Zhuo Chen, Jiaoyan Chen, Jeff Z. Pan, Zhen Yao, Wen Zhang:
Target-Oriented Sentiment Classification with Sequential Cross-Modal Semantic Graph. ICANN (4) 2023: 587-599 - [c220]Yuxia Geng, Jiaoyan Chen, Jeff Z. Pan, Mingyang Chen, Song Jiang, Wen Zhang, Huajun Chen:
Relational Message Passing for Fully Inductive Knowledge Graph Completion. ICDE 2023: 1221-1233 - [c219]Shumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen:
Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph. ICDE 2023: 2988-3002 - [c218]Hiba Arnaout, Simon Razniewski, Jeff Z. Pan:
Wiki-Based Communities of Interest: Demographics and Outliers. ICWSM 2023: 990-996 - [c217]Mingyang Chen, Wen Zhang, Yuxia Geng, Zezhong Xu, Jeff Z. Pan, Huajun Chen:
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs. IJCAI 2023: 6574-6582 - [c216]Pavlos Vougiouklis, Nikos Papasarantopoulos, Danna Zheng, David Tuckey, Chenxin Diao, Zhili Shen, Jeff Z. Pan:
FastRAT: Fast and Efficient Cross-lingual Text-to-SQL Semantic Parsing. IJCNLP (1) 2023: 564-576 - [c215]Wenyu Huang, Mirella Lapata, Pavlos Vougiouklis, Nikos Papasarantopoulos, Jeff Z. Pan:
Retrieval Augmented Generation with Rich Answer Encoding. IJCNLP (1) 2023: 1012-1025 - [c214]Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yichi Zhang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen:
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. ACM Multimedia 2023: 3317-3327 - [c213]Ruiqi Zhu, Alan Bundy, Jeff Z. Pan, Kwabena Nuamah, Fangrong Wang, Xue Li, Lei Xu, Stefano Mauceri:
Assessing the Quality of a Knowledge Graph via Link Prediction Tasks. NLPIR 2023: 124-129 - [c212]Zhuo Chen, Lingbing Guo, Yin Fang, Yichi Zhang, Jiaoyan Chen, Jeff Z. Pan, Yangning Li, Huajun Chen, Wen Zhang:
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment. ISWC 2023: 121-139 - [c211]Qing Shi, Junrui Wang, Jeff Z. Pan, Gong Cheng:
VOYAGE: A Large Collection of Vocabulary Usage in Open RDF Datasets. ISWC 2023: 211-229 - [c210]Btissam Er-Rahmadi, Arturo Oncevay, Yuanyi Ji, Jeff Z. Pan:
KATIE: A System for Key Attributes Identification in Product Knowledge Graph Construction. SIGIR 2023: 3320-3324 - [e23]Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jeff Z. Pan:
Joint proceedings of the 1st workshop on Knowledge Base Construction from Pre-Trained Language Models (KBC-LM) and the 2nd challenge on Language Models for Knowledge Base Construction (LM-KBC) co-located with the 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece, November 6, 2023. CEUR Workshop Proceedings 3577, CEUR-WS.org 2023 [contents] - [i39]Mingyang Chen, Wen Zhang, Zhen Yao, Yushan Zhu, Yang Gao, Jeff Z. Pan, Huajun Chen:
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding. CoRR abs/2302.01849 (2023) - [i38]Mingyang Chen, Wen Zhang, Yuxia Geng, Zezhong Xu, Jeff Z. Pan, Huajun Chen:
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs. CoRR abs/2302.01859 (2023) - [i37]Hiba Arnaout, Simon Razniewski, Jeff Z. Pan:
Wiki-based Communities of Interest: Demographics and Outliers. CoRR abs/2303.09189 (2023) - [i36]Nan Hu, Yike Wu, Guilin Qi, Dehai Min, Jiaoyan Chen, Jeff Z. Pan, Zafar Ali:
An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering. CoRR abs/2303.10368 (2023) - [i35]Jie He, Simon Chi Lok U, Víctor Gutiérrez-Basulto, Jeff Z. Pan:
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering. CoRR abs/2305.15932 (2023) - [i34]Zhuo Chen, Lingbing Guo, Yin Fang, Yichi Zhang, Jiaoyan Chen, Jeff Z. Pan, Yangning Li, Huajun Chen, Wen Zhang:
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment. CoRR abs/2307.16210 (2023) - [i33]Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux:
Large Language Models and Knowledge Graphs: Opportunities and Challenges. CoRR abs/2308.06374 (2023) - [i32]Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan:
HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion. CoRR abs/2308.06512 (2023) - [i31]Simon Chi Lok U, Jie He, Víctor Gutiérrez-Basulto, Jeff Z. Pan:
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification. CoRR abs/2310.05128 (2023) - [i30]Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan:
Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs. CoRR abs/2310.12008 (2023) - [i29]Vivek Iyer, Edoardo Barba, Alexandra Birch, Jeff Z. Pan, Roberto Navigli:
Code-Switching with Word Senses for Pretraining in Neural Machine Translation. CoRR abs/2310.14050 (2023) - [i28]Yuxia Geng, Jiaoyan Chen, Yuhang Zeng, Zhuo Chen, Wen Zhang, Jeff Z. Pan, Yuxiang Wang, Xiaoliang Xu:
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model. CoRR abs/2312.01837 (2023) - 2022
- [j44]André Melo, Btissam Er-Rahmadi, Jeff Z. Pan:
A System for Aligning Geographical Entities from Large Heterogeneous Sources. ISPRS Int. J. Geo Inf. 11(2): 96 (2022) - [c209]Ameer Saadat-Yazdi, Xue Li, Sandrine Chausson, Vaishak Belle, Björn Ross, Jeff Z. Pan, Nadin Kökciyan:
KEViN: A Knowledge Enhanced Validity and Novelty Classifier for Arguments. ArgMining@COLING 2022: 104-110 - [c208]Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan:
UnCommonSense: Informative Negative Knowledge about Everyday Concepts. CIKM 2022: 37-46 - [c207]Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan:
Transformer-based Entity Typing in Knowledge Graphs. EMNLP 2022: 5988-6001 - [c206]Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan:
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs. IJCAI 2022: 3078-3084 - [c205]Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang:
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. IJCKG 2022: 20-29 - [c204]Ruiqi Zhu, Fangrong Wang, Alan Bundy, Xue Li, Kwabena Nuamah, Lei Xu, Stefano Mauceri, Jeff Z. Pan:
A Closer Look at Probability Calibration of Knowledge Graph Embedding. IJCKG 2022: 104-109 - [c203]Tianyi Li, Wenyu Huang, Nikos Papasarantopoulos, Pavlos Vougiouklis, Jeff Z. Pan:
Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Population with Language Models. LM-KBC@ISWC 2022: 35-45 - [c202]Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen:
Disentangled Ontology Embedding for Zero-shot Learning. KDD 2022: 443-453 - [c201]Ruiqi Zhu, Xue Li, Fangrong Wang, Alan Bundy, Jeff Z. Pan, Kwabena Nuamah, Stefano Mauceri, Lei Xu:
TREAT: Automated Construction and Maintenance of Probabilistic Knowledge Bases from Logs (Extended Abstract). LOD (1) 2022: 325-329 - [c200]Xue Li, Alan Bundy, Ruiqi Zhu, Fangrong Wang, Stefano Mauceri, Lei Xu, Jeff Z. Pan:
ABC in Root Cause Analysis: Discovering Missing Information and Repairing System Failures. LOD (1) 2022: 346-359 - [i27]Wen Zhang, Jiaoyan Chen, Juan Li, Zezhong Xu, Jeff Z. Pan, Huajun Chen:
Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective. CoRR abs/2202.07412 (2022) - [i26]Shumin Deng, Ningyu Zhang, Hui Chen, Feiyu Xiong, Jeff Z. Pan, Huajun Chen:
Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective. CoRR abs/2202.08063 (2022) - [i25]Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan:
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs. CoRR abs/2205.00782 (2022) - [i24]Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen:
Disentangled Ontology Embedding for Zero-shot Learning. CoRR abs/2206.03739 (2022) - [i23]Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen:
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning. CoRR abs/2207.01328 (2022) - [i22]Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang:
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. CoRR abs/2207.12888 (2022) - [i21]Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan:
UnCommonSense: Informative Negative Knowledge about Everyday Concepts. CoRR abs/2208.09292 (2022) - [i20]Yufeng Huang, Zhuo Chen, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan, Zhen Yao, Yujie Xie, Huajun Chen:
Aspect-based Sentiment Classification with Sequential Cross-modal Semantic Graph. CoRR abs/2208.09417 (2022) - [i19]Tianyi Li, Wenyu Huang, Nikos Papasarantopoulos, Pavlos Vougiouklis, Jeff Z. Pan:
Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Population with Language Models. CoRR abs/2208.12539 (2022) - [i18]Shumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen:
Construction and Applications of Billion-Scale Pre-trained Multimodal Business Knowledge Graph. CoRR abs/2209.15214 (2022) - [i17]Yuxia Geng, Jiaoyan Chen, Wen Zhang, Jeff Z. Pan, Mingyang Chen, Huajun Chen, Song Jiang:
Relational Message Passing for Fully Inductive Knowledge Graph Completion. CoRR abs/2210.03994 (2022) - [i16]Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan:
Transformer-based Entity Typing in Knowledge Graphs. CoRR abs/2210.11151 (2022) - [i15]Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen:
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. CoRR abs/2212.14454 (2022) - 2021
- [j43]Hai Wan, Jinrui Liang, Jianfeng Du, Yanan Liu, Jialing Ou, Baoyi Wang, Jeff Z. Pan, Juan Zeng:
Iterative Visual Relationship Detection via Commonsense Knowledge Graph. Big Data Res. 23: 100175 (2021) - [j42]Jeff Z. Pan, Elspeth Edelstein, Patrik Bansky, Adam Wyner:
A Knowledge Graph Based Approach to Social Science Surveys. Data Intell. 3(4): 477-506 (2021) - [j41]Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan:
Wikinegata: a Knowledge Base with Interesting Negative Statements. Proc. VLDB Endow. 14(12): 2807-2810 (2021) - [j40]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Shumin Deng, Huajun Chen:
Knowledge graph embeddings for dealing with concept drift in machine learning. J. Web Semant. 67: 100625 (2021) - [j39]Jinshuo Liu, Chenyang Wang, Chenxi Li, Ningxi Li, Juan Deng, Jeff Z. Pan:
DTN: Deep triple network for topic specific fake news detection. J. Web Semant. 70: 100646 (2021) - [j38]Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan:
Negative statements considered useful. J. Web Semant. 71: 100661 (2021) - [c199]Hai Wan, Manrong Zhang, Jianfeng Du, Ziling Huang, Yufei Yang, Jeff Z. Pan:
FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social Relation Extraction. AAAI 2021: 13916-13923 - [c198]Xuefeng Su, Ru Li, Xiaoli Li, Jeff Z. Pan, Hu Zhang, Qinghua Chai, Xiaoqi Han:
A Knowledge-Guided Framework for Frame Identification. ACL/IJCNLP (1) 2021: 5230-5240 - [c197]Camille Bourgaux, Ana Ozaki, Jeff Z. Pan:
Geometric Models for (Temporally) Attributed Description Logics. Description Logics 2021 - [c196]Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen:
Knowledge-aware Zero-Shot Learning: Survey and Perspective. IJCAI 2021: 4366-4373 - [c195]Fangrong Wang, Alan Bundy, Xue Li, Ruiqi Zhu, Kwabena Nuamah, Lei Xu, Stefano Mauceri, Jeff Z. Pan:
LEKG: A System for Constructing Knowledge Graphs from Log Extraction. IJCKG 2021: 181-185 - [c194]Xiaxia Wang, Gong Cheng, Tengteng Lin, Jing Xu, Jeff Z. Pan, Evgeny Kharlamov, Yuzhong Qu:
PCSG: Pattern-Coverage Snippet Generation for RDF Datasets. ISWC 2021: 3-20 - [c193]Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen:
Zero-Shot Visual Question Answering Using Knowledge Graph. ISWC 2021: 146-162 - [c192]Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan:
Negative Knowledge for Open-world Wikidata. WWW (Companion Volume) 2021: 544-551 - [c191]Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan,