Not that I know of, but encoding orthography in a fixed width vector usually carries the assumption that words with the same prefix are more similar. So there’s an alignment problem. You usually solve this using dynamic programming, but that doesn’t work in a vector.

For example “parent” and “parents” are aligned, they share letters in the same position, but “skew” and “askew” share no letters in the same position.