1 code implementation • CAI (COLING) 2022 • Allen Roush, Sanjay Basu, Akshay Moorthy, Dmitry Dubovoy
We present a simple and universally applicable technique for modifying the output of a language model by compositionally applying filter functions to the language models vocabulary before a unit of text is generated.
Ranked #1 on Conditional Text Generation on Lipogram-e
4 code implementations • ICML 2020 • Tony Duan, Anand Avati, Daisy Yi Ding, Khanh K. Thai, Sanjay Basu, Andrew Y. Ng, Alejandro Schuler
NGBoost generalizes gradient boosting to probabilistic regression by treating the parameters of the conditional distribution as targets for a multiparameter boosting algorithm.
1 code implementation • 22 Jun 2018 • Benjamin Q. Huynh, Sanjay Basu
Armed conflict has led to an unprecedented number of internally displaced persons (IDPs) - individuals who are forced out of their homes but remain within their country.