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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL 2020
Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information ACL 2020
Towards Understanding Gender Bias in Relation Extraction ACL 2020
NeuInfer: Knowledge Inference on N-ary Facts ACL 2020
Low-Dimensional Hyperbolic Knowledge Graph Embeddings ACL 2020
Answering Complex Questions by Combining Information from Curated and Extracted Knowledge Bases ACL 2020
Towards an Ontology-based Medication Conversational Agent for PrEP and PEP ACL 2020
GAIA: A Fine-grained Multimedia Knowledge Extraction System ACL 2020
Learning Interpretable Relationships between Entities, Relations and Concepts via Bayesian Structure Learning on Open Domain Facts ACL 2020
Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding ACL 2020
Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases ACL 2020
Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual Learning AACL 2020
Same Object, Different Grasps: Data and Semantic Knowledge for Task-Oriented Grasping CORL 2020
LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020
Biomedical Event Extraction with Hierarchical Knowledge Graphs EMNLP 2020
A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph EMNLP 2020
Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion EMNLP 2020
Popularity Agnostic Evaluation of Knowledge Graph Embeddings UAI 2020
Entity Attribute Relation Extraction with Attribute-Aware Embeddings EMNLP 2020
Neural Snowball for Few-Shot Relation Learning AAAI 2020
MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning EMNLP 2020
Tweeki: Linking Named Entities on Twitter to a Knowledge Graph EMNLP 2020
Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs AAAI 2020
Explanation Regeneration via Multi-Hop ILP Inference over Knowledge Base COLING 2020
TextGraphs 2020 Shared Task on Multi-Hop Inference for Explanation Regeneration COLING 2020