Nigel P. Duffy

Artificial Intelligence · 2000–2017

A researcher in the Science corpus: 4 papers; trusts 19 researchers and is trusted by 131 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 47 citations into it; #1,782 of 35,345 by trust here, #2,680 by citations
• Model Architectures — 22 citations into it
• Natural Language Processing — 20 citations into it
• Optimization & Training — 9 citations into it
• Evaluation & Benchmarks — 5 citations into it

Whom Nigel P. Duffy trusts overall

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

1. Michael Collins
2. David Haussler
3. Yoav Freund
4. Eugene Charniak
5. Mitchell P. Marcus
6. Terry Koo
7. Kristina Toutanvoa
8. Robert E. Schapire
9. Bernhard Schölkopf
10. Adwait Ratnaparkhi

Who trusts Nigel P. Duffy overall

1. Michael Collins
2. Alessandro Moschitti
3. Aliaksei Severyn
4. Percy Liang
5. Taku Kudo
6. Giovanni Da San Martino
7. Yuan Luo
8. Liang Huang
9. Rens Bod
10. Thomas Gärtner

Papers from Nigel P. Duffy's perspective

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

1. Long Short-Term Memory
2. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
3. ImageNet classification with deep convolutional neural networks
4. Gradient-based learning applied to document recognition
5. Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
6. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
7. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
8. Attention is All you Need (Neural Information Processing Systems)
9. ImageNet: A large-scale hierarchical image database
10. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Their papers

• Evolving Deep Neural Networks (2017) — 962 citations
• New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron (2002) — 634 citations
• Convolution Kernels for Natural Language (2001) — 935 citations
• Support vector machine classification and validation of cancer tissue samples using microarray expression data (2000) — 2,546 citations