Alexander Koller
Artificial Intelligence · 2007–2020
A researcher in the Science corpus: 5 papers; trusts 43 researchers and is trusted by 51 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 41 citations into it; #5,662 of 35,345 by trust here, #7,657 by citations
- Natural Language Processing — 41 citations into it; #1,086 of 5,688 by trust here, #1,546 by citations
- Evaluation & Benchmarks — 16 citations into it
- Philosophy — 7 citations into it
- Representation & Self-Supervised Learning — 7 citations into it
Whom Alexander Koller trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Ehud Reiter
- John R. Searle
- Terence P. Speed
- Marc Schröder
- Geoffrey E. Hinton
- Alec Radford
- Yoshua Bengio
- Tomas Mikolov
- Ilya Sutskever
- Regina Barzilay
Who trusts Alexander Koller overall
- Alessandro Lenci
- Inioluwa Deborah Raji
- Niket Tandon
- Simon Ostermann
- Samuel R. Bowman
- Melanie Mitchell
- Snigdha Chaturvedi
- Karl Pichotta
- Rachel Rudinger
- Aman Madaan
Papers from Alexander Koller's perspective
Ordered by how strongly the researchers Alexander Koller trusts endorse each paper. Same corpus, a different order for every researcher.
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Long Short-Term Memory
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
Their papers
- Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data (2020) — 1,362 citations
- Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers (2017) — 99 citations
- Generation of landmark-based navigation instructions from open-source data (2012) — 31 citations
- Learning Script Knowledge with Web Experiments (2010) — 157 citations
- Workshop on Shared Tasks and Comparative Evaluation in Natural Language Generation Position Papers (2007)