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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Out-of-Sample Representation Learning for Knowledge Graphs EMNLP 2020
Path Ranking with Attention to Type Hierarchies AAAI 2020
Connecting Embeddings for Knowledge Graph Entity Typing ACL 2020
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols EMNLP 2020
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer EMNLP 2020
Knowledge-Enriched Visual Storytelling AAAI 2020
Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment AAAI 2020
CN-HIT-IT.NLP at SemEval-2020 Task 4: Enhanced Language Representation with Multiple Knowledge Triples SEMEVAL 2020
Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks EMNLP 2020
QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph EMNLP 2020
On Aligning OpenIE Extractions with Knowledge Bases: A Case Study EMNLP 2020
Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models EMNLP 2020
LATTE: Latent Type Modeling for Biomedical Entity Linking AAAI 2020
Structure Aware Negative Sampling in Knowledge Graphs EMNLP 2020
Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction EMNLP 2020
Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs EMNLP 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark EMNLP 2020
Knowledge and Cross-Pair Pattern Guided Semantic Matching for Question Answering AAAI 2020
Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering AAAI 2020
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks AAAI 2020
Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering EMNLP 2020
Measuring Information Propagation in Literary Social Networks EMNLP 2020
Connecting the Dots: Event Graph Schema Induction with Path Language Modeling EMNLP 2020
ENT-DESC: Entity Description Generation by Exploring Knowledge Graph EMNLP 2020
Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020