OpenCodePapers

link-prediction-on-umls

Link Prediction
Dataset Link
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PaperCodeHits@10MRModelNameReleaseDate
Multi-task Pre-training Language Model for Semantic Network Completion✓ Link1.0001.18LP-BERT2022-01-13
KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction✓ Link0.9951.19KGLM2022-11-04
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion✓ Link0.9941.39LASS2022-09-19
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion✓ Link0.9911.49StAR2020-04-30
KG-BERT: BERT for Knowledge Graph Completion✓ Link0.9901.47KG-BERT2019-09-07
Convolutional 2D Knowledge Graph Embeddings✓ Link0.9901.51ConvE2017-07-05
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion✓ Link0.9901.57PALT2022-10-25
Translating Embeddings for Modeling Multi-relational Data✓ Link0.9891.84TransE2013-12-01
Complex Embeddings for Simple Link Prediction✓ Link0.9672.59ComplEx2016-06-20
Embedding Entities and Relations for Learning and Inference in Knowledge Bases✓ Link0.8465.52DistMult2014-12-20
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