2 papers
cs.CL2023
SciFix: Outperforming GPT3 on Scientific Factual Error Correction
Dhananjay Ashok, Atharva Kulkarni, Hai Pham +1
Due to the prohibitively high cost of creating error correction datasets, most Factual Claim Correction methods rely on a powerful verification model to guide the correction proces…
cs.LG2022
On the Algorithmic Stability and Generalization of Adaptive Optimization Methods
Han Nguyen, Hai Pham, Sashank J. Reddi +1
Despite their popularity in deep learning and machine learning in general, the theoretical properties of adaptive optimizers such as Adagrad, RMSProp, Adam or AdamW are not yet ful…