Texts

NELL

Never Ending Language Learning

Introduced in Toward an Architecture for Never-Ending Language Learning2009

About this Dataset

NELL is a dataset built from the Web via an intelligent agent called Never-Ending Language Learner. This agent attempts to learn over time to read the web. 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.

Source: A Survey on Knowledge Graphs: Representation, Acquisition and Applications Image Source: http://rtw.ml.cmu.edu/rtw/

Source: Toward an Architecture for Never-Ending Language Learning

Dataset Variants

NELLNELL-995NELL995

Papers1

Toward an Architecture for Never-Ending Language Learning

This work proposes an approach and a set of design principles for an intelligent computer agent that runs forever and describes a partial implementation of such a system that has already learned to extract a knowledge base containing over 242,000 beliefs.

Dataset Loaders

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rusty1s/pytorch_geometric

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huggingface/datasets

tfpytorchjax

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huggingface/datasets

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