Knowledge Graphs

Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ACL 2022 Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases COLING 2022 MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs EMNLP 2022 MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities ACL 2022 Neural Link Prediction with Walk Pooling ICLR 2022 Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022 Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding COLING 2022 WikiHan: A New Comparative Dataset for Chinese Languages COLING 2022 Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation EMNLP 2022 Complex Query Answering with Neural Link Predictors ICLR 2021 ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs NeurIPS 2021 CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction ACL 2021 Employing Argumentation Knowledge Graphs for Neural Argument Generation ACL 2021 Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ACL 2021 GaussianPath:A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning AAAI 2021 Generating An Optimal Interview Question Plan Using A Knowledge Graph And Integer Linear Programming NAACL 2021 Quaternion Graph Neural Networks ACML 2021 Relation-aware Graph Attention Model with Adaptive Self-adversarial Training AAAI 2021 RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs ICLR 2021 TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting EMNLP 2021 Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection ACL 2021 A Multi-Scale Approach for Graph Link Prediction AAAI 2020 An Attention-Based Graph Neural Network for Heterogeneous Structural Learning AAAI 2020 Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment AAAI 2020 COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment AAAI 2020