Analytic Catalog
Contrastive Domain Adaptation for AI-generated Text Detection
This analytic can perform detection of text generated by various generators (CTRL, FAIR_wmt19, GPT2_xl, GPT-3, GROVER_mega, XLM and GPT-3.5) without requiring labeled training data from target generator. The analytic also supports re-training on new generators, if needed.
The following text generation architectures are supported by default: CTRL, FAIR_wmt19, GPT2_xl, GPT-3, GROVER_mega, XLM and GPT-3.5.
Supported media types: Image
Contact
Amrita Bhattacharjee (Arizona State University) abhatt43@asu.edu
Arslan Basharat (Kitware) semafor-sid-software@kitware.com
Resource Links
Source code: https://github.com/AmritaBh/ConDA-gen-text-detection
License: MIT License