Marine Carpuat

Artificial Intelligence · 2007–2024

A researcher in the Science corpus: 17 papers; trusts 648 researchers and is trusted by 9 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 404 citations into it; #16,316 of 35,345 by trust here, #12,387 by citations
• Natural Language Processing — 344 citations into it; #3,192 of 5,688 by trust here, #3,638 by citations
• Computer Vision and Pattern Recognition — 137 citations into it; #11,654 of 21,575 by trust here, #11,286 by citations
• Evaluation & Benchmarks — 109 citations into it
• Large Language Models — 58 citations into it
• Optimization & Training — 36 citations into it
• Model Architectures — 35 citations into it
• Representation & Self-Supervised Learning — 33 citations into it

Whom Marine Carpuat trusts overall

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

1. Diederik P. Kingma
2. Rico Sennrich
3. Philipp Koehn
4. Yoshua Bengio
5. Geoffrey E. Hinton
6. Franz Joseph Och
7. Jimmy Ba
8. Ilya Sutskever
9. Alex Krizhevsky
10. Kyunghyun Cho

Who trusts Marine Carpuat overall

1. Yonatan Belinkov
2. Ziwei Ji
3. Weijia Xu
4. José Camacho-Collados
5. Ahmed Elgohary
6. Nayeon Lee
7. Roberto Navigli
8. Zhi Zhong
9. Isaac Caswell
10. Mohammad Taher Pilehvar

Papers from Marine Carpuat's perspective

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

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

Their papers

• Bi-Directional Neural Machine Translation with Synthetic Parallel Data (2018) — 60 citations
• Curriculum Learning for Domain Adaptation in Neural Machine Translation (2019) — 131 citations
• Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer (2021) — 39 citations
• An Empirical Exploration of Curriculum Learning for Neural Machine Translation (2018) — 125 citations
• The Prompt Report: A Systematic Survey of Prompting Techniques (2024) — 309 citations
• BLOOM: A 176B-Parameter Open-Access Multilingual Language Model (2022) — 2,975 citations
• A Review of Human Evaluation for Style Transfer (2021) — 32 citations
• Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation (2021) — 15 citations
• Rule-based Morphological Inflection Improves Neural Terminology Translation (2021) — 6 citations
• EDITOR: An Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints (2020) — 52 citations
• Identifying Fluently Inadequate Output in Neural and Statistical Machine Translation (2019) — 34 citations
• Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation (2019) — 10 citations
• The University of Maryland’s Kazakh-English Neural Machine Translation System at WMT19 (2019) — 15 citations
• Detecting Asymmetric Semantic Relations in Context: A Case-Study on Hypernymy Detection (2017) — 10 citations
• Learning Monolingual Compositional Representations via Bilingual Supervision (2016)
• Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) (2015) — 47 citations
• Improving Statistical Machine Translation Using Word Sense Disambiguation (2007) — 410 citations