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Read the Web
Browse the Knowledge Base!

Can computers learn to read? We think so. "Read the Web" is a research project that attempts to create a computer system that learns over time to read the web. Since January 2010, our computer system called NELL (Never-Ending Language Learner) has been running continuously, attempting to perform two tasks each day:

So far, NELL has accumulated over 50 million candidate beliefs by reading the web, and it is considering these at different levels of confidence. NELL has high confidence in 2,810,379 of these beliefs — these are displayed on this website. It is not perfect, but NELL is learning. You can track NELL's progress below or @cmunell on Twitter, browse and download its knowledge base, read more about our technical approach, or join the discussion group.

Recently-Learned Facts Follow NELL on Twitter

instance iteration date learned confidence
ho_chi_minh_city is a location 1115 03-sep-2018 100.0  
grand_trunk_western_railroad_bridge is a bridge 1111 06-jul-2018 98.9  
true_square is a geometric shape 1111 06-jul-2018 93.6  
legal_community_credit_union_of_colorado is a credit union 1111 06-jul-2018 100.0  
night_s_elections is an election 1111 06-jul-2018 95.2  
english is the language of the country uk_ 1116 12-sep-2018 100.0  
secondary_education is an academic program at the university college 1112 24-jul-2018 100.0  
sunridge_woods is a lake in the state or province florida 1116 12-sep-2018 100.0  
world_war_ii happened on the date december_1941 1116 12-sep-2018 100.0  
gabrielle has spouse john 1116 12-sep-2018 93.8