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Papers

Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation IJCAI 2022 Modeling U.S. State-Level Policies by Extracting Winners and Losers from Legislative Texts ACL 2022 Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning NAACL 2022 Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022 Multi-Document Scientific Summarization from a Knowledge Graph-Centric View COLING 2022 Multi-modal Contrastive Representation Learning for Entity Alignment COLING 2022 Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations AACL 2022 Multimodal Knowledge Learning for Named Entity Disambiguation EMNLP 2022 Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network AAAI 2022 Named Entity Recognition in Industrial Tables using Tabular Language Models EMNLP 2022 Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs EMNLP 2022 Neural Methods for Logical Reasoning over Knowledge Graphs ICLR 2022 Neural-Symbolic Entangled Framework for Complex Query Answering NeurIPS 2022 Neural-Symbolic Models for Logical Queries on Knowledge Graphs ICML 2022 NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs ICLR 2022 OneRel: Joint Entity and Relation Extraction with One Module in One Step AAAI 2022 On Masked Language Models for Contextual Link Prediction ACL 2022 Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification NeurIPS 2022 OntoProtein: Protein Pretraining With Gene Ontology Embedding ICLR 2022 Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge EMNLP 2022 Open Domain Question Answering with A Unified Knowledge Interface ACL 2022 Open Relation Modeling: Learning to Define Relations between Entities ACL 2022 ParsSimpleQA: The Persian Simple Question Answering Dataset and System over Knowledge Graph AACL 2022 PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP 2022 PYLON: A PyTorch Framework for Learning with Constraints AAAI 2022