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Jackson Stokes

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Dec 13, 2021

How to price your Airbnb

A data-driven approach to finding the best price for your unique listing — As Airbnb hosts, only we know all the little details in our listings that make them superb places to stay. Those things that cannot be captured in a description, such as the view at sunset, or how tastefully you’ve decorated the space, should be taken into consideration when finding the…

Airbnb

9 min read

How to price your Airbnb
How to price your Airbnb

Published in AI2 Blog

·Nov 17, 2020

A guide to language model sampling in AllenNLP

How Stochastic Beam Search can add ~creativity~ to your generated text — With the increasing power of transformer-based language models, we see computer-generated text becoming more coherent. These language models give text generation algorithms their “smarts” by providing an understanding of how likely each word is to follow an existing sequence of words. However, the process of selecting subsequent words still holds…

NLP

10 min read

A guide to language model sampling in AllenNLP
A guide to language model sampling in AllenNLP
Jackson Stokes

Jackson Stokes

Computer Science & Math student at the University of Washington

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