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leiloong's Projects

inferbeddings icon inferbeddings

Injecting Background Knowledge in Neural Models via Adversarial Set Regularisation

interacte icon interacte

AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions

itere icon itere

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. (WWW'19)

jabref icon jabref

Graphical Java application for managing BibTeX and BibLaTeX (.bib) databases

joie-kdd19 icon joie-kdd19

Code and dataset for paper "Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts" published in KDD'2019.

jsonresume-fake icon jsonresume-fake

Fully generated fake resumes using machine learning models trained off ~6000 JSON resumes.

kb2e icon kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

kbc icon kbc

Tools for state of the art Knowledge Base Completion.

kbgan icon kbgan

Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071

kg-bert icon kg-bert

KG-BERT: BERT for Knowledge Graph Completion

kg-type-correction icon kg-type-correction

Code and data for the WWW 2021 research-track paper: Typing Errors in Factual Knowledge Graphs: Severity and Possible Ways Out

kg_curation icon kg_curation

Studies on "Knowledge Graph Curation with Deep Learning and Semantic Reasoning"

kge icon kge

Some papers on Knowledge Graph Embedding(KGE)

kge-1 icon kge-1

LibKGE - A knowledge graph embedding library for reproducible research

know-evolve icon know-evolve

Implementation code for ICML '17 paper "Deep Temporal Reasoning for Dynamic Knowledge Graphs"

knowledge-graph-tuning icon knowledge-graph-tuning

Scalable hyperparameter tuning in probabilistic knowledge graph embedding models (Bamler, Salehi, and Mandt, UAI 2019)

knowledge-propagation icon knowledge-propagation

A framework implementing several techniques for adaptively propagating label information in knowledge graphs.

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