Julia is a machine learning algorithm (JuLiA stands for “Just a Linguistic Algorithm”) that we’ve taught to understand several languages and that we continue to teach on an ongoing basis (yes, she learns over time). She reads everything submitted to HuffPost and helps the moderators do their jobs faster and more accurately. We’ve really done a lot with machine-assisted moderation, allowing us to pre-moderate 9.5 million comments a month, and Julia is core to that. I’m a big fan of having machines help us with the lower level tasks, freeing up time, resources and brain power for more interesting and complex tasks. Julia takes that a few steps further and helps us with a lot of other aspects of HuffPost in addition to helping weed out abusive members, including identifying intelligent conversations for promotion, and content that is a mismatch for our advertisers. She has allowed us to do a lot more with a lot less.

Advertisements

Leave a reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s

%d bloggers like this: