Tengyu Ma

On the Opportunities and Risks of Foundation Models

Rishi Bommasani, Drew A. Hudson, Ehsan Adeli et al. · arXiv (Cornell University) · 2021 · 2.1K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

A Simple but Tough-to-Beat Baseline for Sentence Embeddings

Sanjeev Arora, Yingyu Liang, Tengyu Ma · International Conference on Learning Representations · 2017 · 1.1K citations

Engineering, Machine Learning, Cross-lingual Representation +16

Toward Fast, Flexible, and Robust Low-Light Image Enhancement

Long Ma, Tengyu Ma, Risheng Liu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 872 citations

Engineering, Machine Learning, Computational Illumination +17

A Latent Variable Model Approach to PMI-based Word Embeddings

Sanjeev Arora, Yuanzhi Li, Yingyu Liang et al. · Transactions of the Association for Computational Linguistics · 2016 · 288 citations · Full text

Engineering, Semantics, Pmi-based Word Embeddings +19

Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling

Wenxuan Zhou, Kevin Huang, Tengyu Ma et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 275 citations · Full text

Structured Prediction, Engineering, Adaptive Thresholding +18