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Relevant papers
Nausheen Fatma edited this page Jun 20, 2017
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| Model | Conference/Year | Title | Paper | GitHub | Dataset(s) |
|---|---|---|---|---|---|
| TransE | NIPS 2013 | Translating Embeddings for Modeling Multi-relational Data | https://www.utc.fr/~bordesan/dokuwiki/_media/en/transe_nips13.pdf | https://github.com/glorotxa/SME | [1,2] |
| DistMult | ICLR 2015 | Embedding entities and relations for learning and inference in knowledge bases | https://arxiv.org/pdf/1412.6575.pdf | https://github.com/ttrouill/complex | [1,2] |
| TransR | AAAI 2015 | Learning Entity and Relation Embeddings for Knowledge Graph Completion | https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/download/9571/9523 | https://github.com/thunlp/KB2E/tree/master/TransR | [1,2] |
| HolE | AAAI 2016 | Holographic Embeddings of Knowledge Graphs | https://arxiv.org/abs/1510.04935 | https://github.com/mnick/holographic-embeddings | [1,2] |
| CompLex | ICML 2016 | Complex Embeddings for Simple Link Prediction | http://proceedings.mlr.press/v48/trouillon16.pdf | https://github.com/ttrouill/complex | [1,2] |
| fastText | arXiv 2016 | Bag of Tricks for Efficient Text Classification | https://arxiv.org/pdf/1607.01759.pdf | https://github.com/facebookresearch/fastText | [3] |
| SSP | AAAI 2017 | SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions | https://arxiv.org/pdf/1604.04835.pdf | https://github.com/BookmanHan/Embedding | [1,2] |