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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022
PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022
A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs COLING 2022
ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs AAAI 2022
Geometry Interaction Knowledge Graph Embeddings AAAI 2022
Generative Knowledge Graph Construction: A Review EMNLP 2022
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations COLING 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022
Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022
LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents AAAI 2022
DDGCN: Dual Dynamic Graph Convolutional Networks for Rumor Detection on Social Media AAAI 2022
Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases COLING 2022
Ensemble Semi-supervised Entity Alignment via Cycle-Teaching AAAI 2022
Temporal Knowledge Graph Completion Using Box Embeddings AAAI 2022
HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering COLING 2022
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases COLING 2022
CORN: Co-Reasoning Network for Commonsense Question Answering COLING 2022
Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) AAAI 2022
Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph COLING 2022
Perform like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference COLING 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022
Materialized Knowledge Bases from Commonsense Transformers ACL 2022
CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations ACL 2022
Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval COLING 2022