A curated list of amazing awesome academic papers.
↑ AI
Academic papers on AI.
- The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence - Gary Marcus (2020). The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence. arXiv.
↑ NLP
Academic papers on NLP.
- A Primer in BERTology: What we know about how BERT works - Anna Rogers, Olga Kovaleva, Anna Rumshisky (2020). A Primer in BERTology: What we know about how BERT works. arXiv.
↑ Knowledge Graphs
Academic papers on Knowledge Graphs.
- Knowledge Graphs - Aidan Hogan and Eva Blomqvist and Michael Cochez and Claudia d'Amato and Gerard de Melo and Claudio Gutierrez and José Emilio Labra Gayo and Sabrina Kirrane and Sebastian Neumaier and Axel Polleres and Roberto Navigli and Axel-Cyrille Ngonga Ngomo and Sabbir M. Rashid and Anisa Rula and Lukas Schmelzeisen and Juan Sequeda and Steffen Staab and Antoine Zimmermann (2020). Knowledge Graphs. arXiv.
- Representation learning on graphs: Methods and applications - Hamilton, W. L., Ying, R., & Leskovec, J. (2017). Representation learning on graphs: Methods and applications. IEEE Data Eng. Bull. 2017.