Mandy Guo
Artificial Intelligence · 2018–2021
A researcher in the Science corpus: 10 papers; trusts 128 researchers and is trusted by 17 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 206 citations into it; #12,004 of 35,345 by trust here, #4,829 by citations
- Natural Language Processing — 166 citations into it; #2,094 of 5,688 by trust here, #1,150 by citations
- Computer Vision and Pattern Recognition — 74 citations into it
- Model Architectures — 53 citations into it
- Evaluation & Benchmarks — 40 citations into it; #3,147 of 3,147 by trust here, #2,743 by citations
- Large Language Models — 35 citations into it
- Optimization & Training — 13 citations into it
- General Social Sciences — 7 citations into it
Whom Mandy Guo trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Geoffrey E. Hinton
- Yoshua Bengio
- Alex Graves
- Diederik P. Kingma
- Tomas Mikolov
- Ilya Sutskever
- Alex Krizhevsky
- Yann LeCun
- Ashish Vaswani
- Philipp Koehn
Who trusts Mandy Guo overall
- Holger Schwenk
- Mikel Artetxe
- Yinfei Yang
- Zihang Dai
- Katherine Lee
- Nicholas Carlini
- Chiyuan Zhang
- Amin Ahmad
- Weizhe Hua
- James Lee-Thorp
Papers from Mandy Guo's perspective
Ordered by how strongly the researchers Mandy Guo trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Gradient-based learning applied to document recognition
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
Their papers
- Character-Level Language Modeling with Deeper Self-Attention (2018) — 421 citations
- Multilingual Universal Sentence Encoder for Semantic Retrieval (2019) — 534 citations
- Effective Parallel Corpus Mining using Bilingual Sentence Embeddings (2018) — 115 citations
- Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax (2019) — 124 citations
- LongT5: Efficient Text-To-Text Transformer for Long Sequences (2021) — 414 citations
- MURAL: Multimodal, Multitask Representations Across Languages (2021) — 50 citations
- MURAL: Multimodal, Multitask Retrieval Across Languages (2021) — 64 citations
- TextSETTR: Label-Free Text Style Extraction and Tunable Targeted Restyling (2021) — 14 citations
- Wiki-40B: Multilingual Language Model Dataset (2020) — 139 citations
- Bridging the Gap for Tokenizer-Free Language Models (2019) — 27 citations