Ales Tamchyna
Natural Language Processing · 2011–2017
A researcher in the Science corpus: 11 papers; trusts 58 researchers and is trusted by 28 researchers here, as inferred from the citation graph.
Subfields
- Natural Language Processing — 154 citations into it; #1,562 of 5,688 by trust here, #1,188 by citations
- Artificial Intelligence — 131 citations into it; #19,015 of 35,345 by trust here, #5,187 by citations
- Evaluation & Benchmarks — 63 citations into it; #2,805 of 3,147 by trust here, #3,082 by citations
- Machine Translation — 34 citations into it; #230 of 292 by trust here, #237 by citations
- Computer Vision and Pattern Recognition — 19 citations into it; #20,097 of 21,575 by trust here, #20,756 by citations
- Optimization & Training — 14 citations into it
- Large Language Models — 9 citations into it
- Model Architectures — 8 citations into it
Whom Ales Tamchyna trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Philipp Koehn
- Franz Joseph Och
- Kenneth Heafield
- Rico Sennrich
- Ondrej Bojar
- Andreas Stolcke
- Martin Popel
- Diederik P. Kingma
- Jörg Tiedemann
- Dzmitry Bahdanau
Who trusts Ales Tamchyna overall
- Ondrej Bojar
- Tom Kocmi
- Roman Sudarikov
- Ondrej Dusek
- Franck Burlot
- Yu Li
- Philipp Koehn
- François Yvon
- Isaac Caswell
- Filip Jurvc'ivcek
Papers from Ales Tamchyna's perspective
Ordered by how strongly the researchers Ales Tamchyna trusts endorse each paper. Same corpus, a different order for every researcher.
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- ImageNet classification with deep convolutional neural networks
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
- 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
- Bleu: a Method for Automatic Evaluation of Machine Translation
Their papers
- Findings of the 2014 Workshop on Statistical Machine Translation (2014) — 850 citations
- HindEnCorp - Hindi-English and Hindi-only Corpus for Machine Translation (2014) — 133 citations
- CUNI in WMT14: Chimera Still Awaits Bellerophon (2014) — 11 citations
- Adaptation of machine translation for multilingual information retrieval in the medical domain (2014) — 50 citations
- The QT21/HimL Combined Machine Translation System (2016) — 17 citations
- Modeling Target-Side Inflection in Neural Machine Translation (2017) — 49 citations
- CUNI-LMU Submissions in WMT2016: Chimera Constrained and Beaten (2016) — 10 citations
- CUNI in WMT15: Chimera Strikes Again (2015) — 9 citations
- Machine Translation of Medical Texts in the Khresmoi Project (2014) — 26 citations
- Chimera – Three Heads for English-to-Czech Translation (2013) — 28 citations
- Improving Translation Model by Monolingual Data (2011) — 97 citations