1. Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In Neural Information Processing Systems (NIPS). 1--9. Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In Neural Information Processing Systems (NIPS). 1--9.
2. Convolutional 2D Knowledge Graph Embeddings
3. Jacob Devlin , Ming Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of deep bidirectional transformers for language understanding . NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference 1, Mlm (2019 ), 4171--4186. arXiv:1810.04805 Jacob Devlin, Ming Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of deep bidirectional transformers for language understanding. NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference 1, Mlm (2019), 4171--4186. arXiv:1810.04805
4. Graph embedding techniques, applications, and performance: A survey
5. Suchin Gururangan , Ana Marasović , Swabha Swayamdipta , Kyle Lo , Iz Beltagy , Doug Downey , and Noah A . Smith . 2020 . Don't Stop Pretraining : Adapt Language Models to Domains and Tasks . (2020). http://arxiv.org/abs/2004.10964 Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, and Noah A. Smith. 2020. Don't Stop Pretraining: Adapt Language Models to Domains and Tasks. (2020). http://arxiv.org/abs/2004.10964