GLTR is a tool developed by the MIT-IBM Watson AI lab and HarvardNLP that can detect automatically generated text using forensic analysis. It detects when a text has been artificially generated by analyzing how likely it is that a language model has generated the text.. GLTR visually analyzes the output of the GPT-2 117M language model from OpenAI, which allows it to rank each word according to how likely it is to have been produced by the model.. The tool then highlights the most likely words in green, followed by yellow and red, and the rest of the words in purple. GLTR provides a direct visual indication of how likely each word was under the model, making it easy to identify computer-generated text.. GLTR also shows three histograms which aggregate information over the whole text. The first histogram shows how many words of each category appear in the text, the second illustrates the ratio between the probabilities of the top predicted word and the following word, and the third shows the distribution over the entropies of the predictions.. By analyzing these histograms, GLTR provides additional evidence of whether a text has been artificially generated.GLTR can be used to detect fake reviews, comments, or news articles generated by large language models, which have the potential to produce texts that are indistinguishable from human-written text to a non-expert reader.. GLTR can be accessed through a live demo and the source code is available on Github. Researchers can also read the ACL 2019 demo track paper, which was nominated for best demo..
Badge indicating human-generated content.
Recognizes synthetic text.
Detecting misinformation and deepfakes.
Enhanced content creation and analysis for publishers.
Identify and flag text for content verification.
Detect plagiarism in teachers' essays for originality.
Differentiates human vs. synthetic text.
Content verification and plagiarism detection solution.
Improving writing and ensuring academic integrity.
Detects generated text across domains.
Innovative, fast and easy-to-use plagiarism checker.
Discover the power of AI detection on Twitter.
Validated text content generation.
Authenticate and detect plagiarism in content.
Reliable reviews by validated text.
Enhancing content authenticity via rewriting.
Analyzing sentences for written integrity verification.
Authenticity detection for human & machine text.
Discover WriteHuman's AI Detector: distinguishing between AI-generated and human-written text.
Text sorts human and machine content.
Evaluate & monitor generative models
Differentiating human from generated text.
Text plagiarism & source detect.
Detects ChatGPT- generated content plagiarism.
Checked content's originality & plagiarism.
Write with confidence and bypass AI detection with BypassDetection.
Detect machine vs human text for content management.
Undetect humanizes & rewrites content.
Detects fake text with high accuracy.
Detecting copied or generated content.
Detecting plagiarism and verifying content.
Plagiarism detection for educational institutions.
Detect AI generated text in a click
Content proofing.
Classifies human vs machine text.
Simplifying the detection of AI-generated text.
Analyzes doctored media.
Verification of content authenticity.
Kodora is a proudly sovereign end-to-end AI technology and advisory firm. We provide AI services relating to AI strategy and adoption, risk and security, and AI technology development and implementation. At Kodora we can also manage your AI capability on your behalf.
"*" indicates required fields
Copyright © 2023-2025 KODORA PTY LTD. All rights reserved. Privacy Policy
Please complete the form to download the whitepaper.
"*" indicates required fields
Please register to access.
"*" indicates required fields
Please complete the form to download the whitepaper.
"*" indicates required fields
Please complete the form to download the whitepaper.
"*" indicates required fields
Please complete the form to download the whitepaper.
"*" indicates required fields
Please complete the form to download the whitepaper.
"*" indicates required fields
Please complete the form to download the whitepaper.
"*" indicates required fields
Please complete the form to download the whitepaper.
"*" indicates required fields
Please complete the form to download the whitepaper.
"*" indicates required fields
Please complete the form to download the whitepaper.
"*" indicates required fields
Please complete the form to download the whitepaper.
"*" indicates required fields