English rewriting

How to Remove Stiff Machine-Translation Markers from Academic Writing

Eliminating translationese requires restructuring sentence logic and replacing mechanical vocabulary with context-appropriate academic equivalents.

Many international students notice that while their drafts pass grammar checks, professors often comment that the text sounds robotic or unnatural. This issue typically stems from translating thoughts directly from a native language like Chinese or Spanish, resulting in rigid sentence structures. To fix this "translationese," you must first adjust the syntactic order. English academic writing prioritizes directness; therefore, place your core argument at the beginning of the sentence rather than burying it under long introductory clauses common in other languages.

A major trap of machine translation is the mechanical mapping of vocabulary. For instance, a generic term in your native language might translate to a weak or overly casual English word that lacks academic precision. Tools like easydue can help by highlighting register mismatches, suggesting stronger verbs or more specific terminology suitable for scholarly contexts. Instead of accepting the first suggestion, use these insights to build a mental library of professional phrasing that reflects your specific discipline’s conventions.

Logical connectors are another significant source of stiffness. Many languages use loose, conversational transitions that do not align with the rigorous logic expected in English academia. Review your draft for overuse of simple connectors like "and" or "but." Replace them with explicit logical markers such as "however," "consequently," or "in contrast" to clarify the relationship between ideas. This precision helps readers follow your argumentative flow without confusion or ambiguity.

The overuse of passive voice is a hallmark of translated texts. While passive construction is acceptable in methodology sections to emphasize objectivity, using it throughout the paper makes writing sound distant and clunky. Actively convert passive sentences to active voice where possible, especially in the introduction and conclusion. For example, changing "It was found that..." to "We found that..." adds energy and clarity, ensuring your voice comes through despite the formal context.

Reading your draft aloud is one of the most effective diagnostic methods for detecting unnatural rhythm. If a sentence feels breathless or disjointed when spoken, it likely violates the natural cadence of English. Break down complex sentences and restructure them for better flow. Integrating this auditory check with feedback from tools like easydue allows you to pinpoint specific phrases that feel "off" and refine them until the text reads smoothly and professionally.

Mastering the removal of translation markers is a cumulative skill that develops with practice. Regularly analyze high-quality English academic journals to understand how native speakers structure their arguments and choose words. Internalize these patterns so that your writing evolves from a translation of your thoughts into a native English expression. Remember that tools assist in polishing, but the goal is to develop your own instinct for clear, natural, and professional academic communication.