Bill Yuchen Lin
Artificial Intelligence · 2019–2024
A researcher in the Science corpus: 22 papers; trusts 713 researchers and is trusted by 42 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 680 citations into it; #5,326 of 35,345 by trust here, #3,423 by citations
- Natural Language Processing — 432 citations into it; #3,248 of 5,688 by trust here, #1,649 by citations
- Computer Vision and Pattern Recognition — 248 citations into it; #9,428 of 21,575 by trust here, #4,088 by citations
- Large Language Models — 175 citations into it
- Evaluation & Benchmarks — 173 citations into it; #1,445 of 3,147 by trust here, #389 by citations
- Prompting & Reasoning — 74 citations into it
- Representation & Self-Supervised Learning — 50 citations into it
- Information Systems — 40 citations into it
Whom Bill Yuchen Lin trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Geoffrey E. Hinton
- Yoshua Bengio
- Diederik P. Kingma
- Ilya Sutskever
- Alex Krizhevsky
- Kaiming He
- Yann LeCun
- Alex Graves
- Jacob Devlin
- Richard Socher
Who trusts Bill Yuchen Lin overall
- Chenguang Zhu
- Xiang Ren
- Ximing Lu
- Michihiro Yasunaga
- Aman Madaan
- Jiacheng Liu
- Yichong Xu
- Sean Welleck
- Shirui Pan
- Xikun Zhang
Papers from Bill Yuchen Lin's perspective
Ordered by how strongly the researchers Bill Yuchen Lin 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
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- ImageNet: A large-scale hierarchical image database
- Gradient-based learning applied to document recognition
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
Their papers
- CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP (2021) — 202 citations
- CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning (2020) — 417 citations
- KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning (2019) — 528 citations
- Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering (2020) — 288 citations
- Birds Have Four Legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models (2020) — 169 citations
- Differentiable Open-Ended Commonsense Reasoning (2020) — 45 citations
- LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion (2023) — 639 citations
- Unsupervised Cross-Task Generalization via Retrieval Augmentation (2022) — 53 citations
- Pre-training Text-to-Text Transformers for Concept-centric Common Sense (2020) — 73 citations
- AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (2019) — 38 citations
- The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning (2023) — 325 citations
- LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation (2020) — 22 citations
- Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning (2021) — 47 citations
- RewardBench: Evaluating Reward Models for Language Modeling (2024) — 450 citations
- NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction (2020) — 58 citations
- Faith and Fate: Limits of Transformers on Compositionality (2023) — 650 citations
- WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild (2024) — 229 citations
- Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing (2024) — 357 citations
- Knowledge-Augmented Methods for Natural Language Processing (2023) — 21 citations
- LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition (2023) — 393 citations