Sha, Fei

Shallow parsing with conditional random fields

Sha, F., & Pereira, F. (2003) · Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - NAACL '03

Natural Language Processing TechniquesTopic Modeling

Cited by 1,246

An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild

Chao, W.-L., Changpinyo, S., Gong, B., & Sha, F. (2016) · Lecture Notes in Computer Science

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 616

WeatherBench 2: A Benchmark for the Next Generation of Data‐Driven Global Weather Models

Rasp, S., Hoyer, S., Merose, A., Langmore, I., Battaglia, P., Russell, T., Sanchez‐Gonzalez, A., Yang, V., Carver, R., Agrawal, S., et al. (2024) · Journal of Advances in Modeling Earth Systems

Meteorological Phenomena and SimulationsHydrological Forecasting Using AI

Cited by 245

Attention Correctness in Neural Image Captioning

Liu, C., Mao, J., Sha, F., & Yuille, A. (2017) · Proceedings of the AAAI Conference on Artificial Intelligence

Multimodal Machine Learning ApplicationsVisual Attention and Saliency Detection

Cited by 210

Deep learned tissue “fingerprints” classify breast cancers by ER/PR/Her2 status from H&E images

Rawat, R. R., Ortega, I., Roy, P., Sha, F., Shibata, D., Ruderman, D., & Agus, D. B. (2020) · Scientific Reports

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 100

Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing

Zemlyanskiy, Y., de Jong, M., Ainslie, J., Pasupat, P., Shaw, P., Qiu, L., Sanghai, S., & Sha, F. (2022) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 8

Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025

Thakkar, N., Yuksekgonul, M., Silberg, J., Garg, A., Peng, N., Sha, F., Yu, R., Vondrick, C., & Zou, J. (2025) · arXiv

Publishing and Scholarly CommunicationAcademic Writing and Publishing

Cited by 4