Xi Victoria Lin

Artificial Intelligence · 2016–2023

A researcher in the Science corpus: 20 papers; trusts 615 researchers and is trusted by 19 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 814 citations into it; #16,346 of 35,345 by trust here, #2,786 by citations
• Natural Language Processing — 596 citations into it; #2,199 of 5,688 by trust here, #1,316 by citations
• Computer Vision and Pattern Recognition — 271 citations into it
• Large Language Models — 176 citations into it; #696 of 799 by trust here, #173 by citations
• Evaluation & Benchmarks — 144 citations into it
• Information Systems — 98 citations into it; #8,644 of 8,771 by trust here, #2,064 by citations
• Safety, Robustness & Interpretability — 57 citations into it
• Representation & Self-Supervised Learning — 50 citations into it

Whom Xi Victoria Lin trusts overall

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

1. Diederik P. Kingma
2. Geoffrey E. Hinton
3. Ilya Sutskever
4. Yoshua Bengio
5. Alex Graves
6. Alex Krizhevsky
7. Jimmy Ba
8. Oriol Vinyals
9. Tomas Mikolov
10. Yann LeCun

Who trusts Xi Victoria Lin overall

1. Pietro Liguori
2. Zhaocheng Zhu
3. Luke S. Zettlemoyer
4. Zhuangdi Zhu
5. Deepak Nathani
6. Michael D. Ernst
7. Ansong Ni
8. Freda Shi
9. Shaoxiong Ji
10. Jing Zhang

Papers from Xi Victoria Lin's perspective

Ordered by how strongly the researchers Xi Victoria Lin 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. ImageNet classification with deep convolutional neural networks
4. Attention is All you Need (Neural Information Processing Systems)
5. Long Short-Term Memory
6. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
7. ImageNet: A large-scale hierarchical image database
8. Gradient-based learning applied to document recognition
9. Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
10. Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)

Their papers

• Efficient Large Scale Language Modeling with Mixtures of Experts (2021) — 248 citations
• OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization (2022) — 307 citations
• Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions (2019) — 161 citations
• DART: Open-Domain Structured Data Record to Text Generation (2020) — 230 citations
• CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases (2019) — 312 citations
• NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System (2018) — 214 citations
• Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text (2016) — 155 citations
• SParC: Cross-Domain Semantic Parsing in Context (2019) — 251 citations
• Few-shot Learning with Multilingual Generative Language Models (2021) — 384 citations
• FeTaQA: Free-form Table Question Answering (2021) — 274 citations
• Multi-Hop Knowledge Graph Reasoning with Reward Shaping (2018) — 406 citations
• Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation (2020) — 67 citations
• GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing (2020) — 296 citations
• Lifting the Curse of Multilinguality by Pre-training Modular Transformers (2022) — 181 citations
• Training Trajectories of Language Models Across Scales (2022) — 81 citations
• LEVER: Learning to Verify Language-to-Code Generation with Execution (2023) — 351 citations
• OPT: Open Pre-trained Transformer Language Models (2022) — 4,844 citations
• Few-shot Learning with Multilingual Language Models (2021) — 281 citations
• Photon: A Robust Cross-Domain Text-to-SQL System (2020) — 58 citations
• Program Synthesis from Natural Language Using Recurrent Neural Networks (2017)