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Knowledge Graph

702 directly classified papers

Papers per year

Papers

Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations AAAI 2022

CrossWalk: Fairness-Enhanced Node Representation Learning AAAI 2022

Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract) AAAI 2022

BigCQ: Generating a Synthetic Set of Competency Questions Formalized into SPARQL-OWL (Student Abstract) AAAI 2022

A Goal-Driven Natural Language Interface for Creating Application Integration Workflows AAAI 2022

Identifying Early Warning Signals from News Using Network Community Detection AAAI 2022

JAKET: Joint Pre-training of Knowledge Graph and Language Understanding AAAI 2022

HEAL: A Knowledge Graph for Distress Management Conversations AAAI 2022

DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation AAAI 2022

HiTKG: Towards Goal-Oriented Conversations via Multi-Hierarchy Learning AAAI 2022

Learning to Walk with Dual Agents for Knowledge Graph Reasoning AAAI 2022

TempoQR: Temporal Question Reasoning over Knowledge Graphs AAAI 2022

How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022

PageRank for Edges: Axiomatic Characterization AAAI 2022

Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias AAAI 2022

TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs AAAI 2022

RSGT: Relational Structure Guided Temporal Relation Extraction COLING 2022

Event Detection with Dual Relational Graph Attention Networks COLING 2022

ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering COLING 2022

Inductive Logical Query Answering in Knowledge Graphs NIPS 2022

Inherently Explainable Reinforcement Learning in Natural Language NIPS 2022

Provably expressive temporal graph networks NIPS 2022

Query and Attention Augmentation for Knowledge-Based Explainable Reasoning CVPR 2022

EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction EMNLP 2022

A Two-Stage Approach towards Generalization in Knowledge Base Question Answering EMNLP 2022