Serena Villata

Artificial Intelligence · 2016–2020

A researcher in the Science corpus: 2 papers; trusts 6 researchers and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 23 citations into it; #28,741 of 35,345 by trust here, #31,361 by citations
• Natural Language Processing — 23 citations into it; #4,729 of 5,688 by trust here, #5,296 by citations

Whom Serena Villata trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. James Bergstra
2. Trevor J. M. Bench-Capon

Who trusts Serena Villata overall

1. John Lawrence

Papers from Serena Villata's perspective

Ordered by how strongly the researchers Serena Villata trusts endorse each paper. Same corpus, a different order for every researcher.

1. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
2. Neural Machine Translation of Rare Words with Subword Units
3. RoBERTa: A Robustly Optimized BERT Pretraining Approach (arXiv.org)
4. ImageNet classification with deep convolutional neural networks
5. Random Search for Hyper-Parameter Optimization
6. Attention is All you Need (Neural Information Processing Systems)
7. Long Short-Term Memory
8. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
9. Scikit-learn: Machine Learning in Python
10. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)

Their papers

• Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection (2020) — 18 citations
• DART: a Dataset of Arguments and their Relations on Twitter (2016) — 43 citations