GLTR from MIT-IBM Watson AI Lab and HarvardNLP

Obviously, GLTR is not perfect. Its main limitation is its limited scale. It won't be able to automatically detect large-scale abuse, only individual cases. Moreover, it requires at least an advanced knowledge of the language to know whether an uncommon word does make sense at a position. Our assumption is also limited in that it assumes a simple sampling scheme.