Artificial Intelligence › Core AI ›

Knowledge Graph

702 directly classified papers

Papers per year

Papers

Shared Tasks as Tutorials: A Methodical Approach AAAI 2023

Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning EMNLP 2023

Complex Event Schema Induction with Knowledge-Enriched Diffusion Model EMNLP 2023

Guiding Dialogue Agents to Complex Semantic Targets by Dynamically Completing Knowledge Graph ACL 2023

Towards Societal Impact of AI AAAI 2023

Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network ACL 2023

Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment AAAI 2023

BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models ACL 2023

Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints ACL 2023

Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases AAAI 2023

Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction ACL 2023

Topological Pooling on Graphs AAAI 2023

Unsupervised Task Graph Generation from Instructional Video Transcripts ACL 2023

Hierarchical Event Grounding AAAI 2023

SMT Safety Verification of Ontology-Based Processes AAAI 2023

Identify Event Causality with Knowledge and Analogy AAAI 2023

SKIER: A Symbolic Knowledge Integrated Model for Conversational Emotion Recognition AAAI 2023

NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs AAAI 2023

Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs AAAI 2023

EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata ACL 2023

Logic and Commonsense-Guided Temporal Knowledge Graph Completion AAAI 2023

AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets ACL 2023

Probing Graph Representations AISTATS 2023

Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs AAAI 2023

Subset verification and search algorithms for causal DAGs AISTATS 2023