Knowledge Graphs

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022 Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias AAAI 2022 Unsupervised Knowledge Graph Generation Using Semantic Similarity Matching NAACL 2022 Using Graph-Based Methods to Augment Online Dictionaries of Endangered Languages ACL 2022 VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis ICML 2022 Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval COLING 2022 Visual Named Entity Linking: A New Dataset and A Baseline EMNLP 2022 What Has Been Enhanced in my Knowledge-Enhanced Language Model? EMNLP 2022 Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation EMNLP 2022 ZiNet: Linking Chinese Characters Spanning Three Thousand Years ACL 2022 K^2-GNN: Multiple Users’ Comments Integration with Probabilistic K-Hop Knowledge Graph Neural Networks ACML 2021 5* Knowledge Graph Embeddings with Projective Transformations AAAI 2021 ActiveEA: Active Learning for Neural Entity Alignment EMNLP 2021 Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection IJCAI 2021 A Discriminative Entity-Aware Language Model for Virtual Assistants Interspeech 2021 Adversarial Attack against Cross-lingual Knowledge Graph Alignment EMNLP 2021 Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods EMNLP 2021 Adversarial Permutation Guided Node Representations for Link Prediction AAAI 2021 Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders AAAI 2021 A Pretraining Numerical Reasoning Model for Ordinal Constrained Question Answering on Knowledge Base EMNLP 2021 Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion ACL 2021 A Semantic Filter Based on Relations for Knowledge Graph Completion EMNLP 2021 A Systematic Investigation of KB-Text Embedding Alignment at Scale ACL 2021 Augmenting Topic Aware Knowledge-Grounded Conversations with Dynamic Built Knowledge Graphs NAACL 2021 Automatic Construction of Enterprise Knowledge Base EMNLP 2021