What is the best note-taking method for a literature review paper when my English vocabulary is still limited and I have a strict deadline next Friday?

Switching to a visual mind-mapping approach right now is likely to slow you down further, as it forces you to focus on spatial organization and creative synthesis before you have fully processed the core arguments. Since you are working against a strict deadline, you need a method that prioritizes extraction over interpretation. Abandon the Cornell method for now; its focus on summarizing in your own words is exactly what is causing your translation bottleneck. Instead, shift to a simple, standardized matrix or table where you list your twenty articles as rows and key thematic variables as columns, such as methodology, primary findings, and limitations. By using a matrix, you stop trying to write prose summaries and start collecting raw data points. This reduces the cognitive load of translating complex terminology because you are only looking for specific, recurring keywords or data patterns across the studies. If you encounter a term you don't recognize, note it down in a separate glossary list to look up in bulk later, rather than stopping your reading flow every time you hit a wall. This keeps your momentum high and ensures you don't lose the original meaning, as you are keeping the information in its original context rather than trying to paraphrase it immediately. Once your matrix is populated, the synthesis phase becomes much easier because you can see the connections between the twenty papers at a glance. You will be able to identify which studies agree or disagree on a topic without having to re-read your previous notes. If you are considering outside help for language refinement, look for someone who understands the specific academic conventions of psychology rather than someone who just corrects grammar. A good editor should focus on clarity and flow while preserving your original research insights, rather than changing your voice to sound like someone else. Focus on building this grid quickly, as it will serve as the structural skeleton for your entire fifteen-page paper and save you hours of backtracking when you finally start drafting.