Helen Z. Margetts

Artificial Intelligence · 2003–2021

A researcher in the Science corpus: 11 papers; trusts 50 researchers and is trusted by 16 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 188 citations into it; #17,444 of 35,345 by trust here, #10,430 by citations
• Natural Language Processing — 144 citations into it; #3,474 of 5,688 by trust here, #2,529 by citations
• Safety, Robustness & Interpretability — 109 citations into it; #1,351 of 2,251 by trust here, #1,078 by citations
• Information Systems — 51 citations into it; #6,661 of 8,771 by trust here, #2,406 by citations
• Communication — 42 citations into it
• Evaluation & Benchmarks — 35 citations into it
• AI Ethics, Fairness & Society — 30 citations into it
• Sociology and Political Science — 29 citations into it; #16,276 of 22,756 by trust here, #5,110 by citations

Whom Helen Z. Margetts trusts overall

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

1. Zeerak Talat
2. Bertie Vidgen
3. Thomas Davidson
4. Dirk Hovy
5. J. Manyika
6. Eugene B. McGregor
7. Irvine Lapsley
8. Michael Wiegand
9. Jacob Devlin
10. Emily M. Bender

Who trusts Helen Z. Margetts overall

1. Michael Howlett
2. Lili Li
3. Antonio Cordella
4. Bertie Vidgen
5. Bryan D. Jones
6. Paul Röttger
7. Araz Taeihagh

Papers from Helen Z. Margetts's perspective

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

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

Their papers

• HateCheck: Functional Tests for Hate Speech Detection Models (2020) — 368 citations
• Challenges and frontiers in abusive content detection (2019) — 249 citations
• Detecting East Asian Prejudice on Social Media (2020) — 115 citations
• Integrating explanation and prediction in computational social science (2021) — 302 citations
• Policy punctuations in the UK: fluctuations and equilibria in central government expenditure since 1951 (2003) — 112 citations
• Computational social science: Obstacles and opportunities (2020) — 365 citations
• Digital Era Governance: IT Corporations, the State, and e-Government (2006) — 619 citations
• Introducing CAD: the Contextual Abuse Dataset (2021) — 136 citations
• Recalibrating classifiers for interpretable abusive content detection (2020) — 13 citations
• The second wave of digital-era governance: a quasi-paradigm for government on the Web (2013) — 437 citations
• The tools of government in the digital age (2007) — 403 citations