Most Middle English translators are trained on standardized Middle English, primarily based on Chaucerian English (14th-15th century). They may have limitations when dealing with regional variations, such as Northern, Midland, or Southern dialects. Some advanced tools incorporate dialect variations, but users should be aware that accuracy may vary depending on the specific dialect and time period.