NELL: Never-Ending Language Learning

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
peugeot_905 is a kind of vehicle 1111 06-jul-2018 99.9  
bernardo_lopez is a writer 1111 06-jul-2018 91.6  
green_woodland can be a part of a landscape 1111 06-jul-2018 98.9  
fort_washington_park is a park 1111 06-jul-2018 100.0  
harborone_credit_union is a bank 1111 06-jul-2018 100.0  
national is a bank that bought bank_of_punjab 1114 25-aug-2018 100.0  
the sport baseball was played at n1907_world_series 1116 12-sep-2018 100.0  
bugs is an animal that preys on spider_mites 1111 06-jul-2018 99.8  
hornets is a type of insects 1116 12-sep-2018 100.0  
staples_center is the home venue for the sports team kings 1116 12-sep-2018 99.6