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Knowledge Graph

702 directly classified papers

Papers per year

Papers

Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions ACL 2021

Fully Convolutional Scene Graph Generation CVPR 2021

Energy-Based Learning for Scene Graph Generation CVPR 2021

Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation CVPR 2021

KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA CVPR 2021

Knowledge-Aware Meta-learning for Low-Resource Text Classification EMNLP 2021

GMH: A General Multi-hop Reasoning Model for KG Completion EMNLP 2021

Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models EMNLP 2021

TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP 2021

Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems EMNLP 2021

CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs EMNLP 2021

Adversarial Attack against Cross-lingual Knowledge Graph Alignment EMNLP 2021

Knowledge Base Completion Meets Transfer Learning EMNLP 2021

Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods EMNLP 2021

Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs EMNLP 2021

Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability EMNLP 2021

Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021

Knowledge Graph Representation Learning using Ordinary Differential Equations EMNLP 2021

Case-based Reasoning for Natural Language Queries over Knowledge Bases EMNLP 2021

Progressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set Expansion EMNLP 2021

UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference EMNLP 2021

Open Knowledge Graphs Canonicalization using Variational Autoencoders EMNLP 2021

VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment EMNLP 2021

Automatic Construction of Enterprise Knowledge Base EMNLP 2021

Unseen Entity Handling in Complex Question Answering over Knowledge Base via Language Generation EMNLP 2021