Search Results for author: Sanjay Basu

Found 4 papers, 3 papers with code

Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio

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.

Language Modelling Text Generation

NGBoost: Natural Gradient Boosting for Probabilistic Prediction

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.

regression Weather Forecasting

Forecasting Internally Displaced Population Migration Patterns in Syria and Yemen

1 code implementation22 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.

Humanitarian

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