GLTR

Introducing GLTR: The Powerful AI Tool for Detecting Artificially Generated Text

Are you tired of sifting through fake reviews, comments, or news articles generated by language models? Look no further! GLTR, developed by the esteemed MIT-IBM Watson AI lab and HarvardNLP, is the ultimate solution to detect automatically generated text using forensic analysis.

With GLTR, you can easily identify computer-generated text with its advanced algorithms and visual analysis. By leveraging the GPT-2 117M language model from OpenAI, GLTR ranks each word based on its probability of being produced by the model.

How does it work? GLTR visually distinguishes the most likely words in green, followed by yellow and red, while the rest of the words are highlighted in purple. This direct visual indication allows you to instantly recognize computer-generated text, enhancing your ability to separate real human-written content from the artificial.

Not only does GLTR provide visual cues, but it also presents three comprehensive histograms that aggregate vital information across the entire text. The first histogram showcases the frequency of words in each category, empowering you to gain a deeper understanding of the composition of the text. The second histogram displays the ratio between the probabilities of the top predicted word and the subsequent word. Lastly, the third histogram depicts the distribution of entropies of the predictions.

By analyzing these histograms, GLTR provides additional evidence to determine whether a text has been artificially generated. Its remarkable accuracy and reliability make it an indispensable tool for researchers, journalists, and anyone seeking to combat the surge of fake content.

Ready to harness the power of GLTR? Access the live demo and experience its cutting-edge functionality yourself. For research purposes, the source code is available on Github, ensuring transparency and facilitating further advancements in the field.

Discover the world of authentic text with GLTR and put an end to the spread of artificially generated content. Give GLTR a try today!