Survey courses in world or Slavic literature often include a text like Ljudi govore alongside many others, and enrollments can reach well past a hundred students. Writing assignments are essential in these courses, but grading them by hand strains instructors and teaching assistants. The challenge is to keep feedback meaningful when the volume threatens to reduce it to scores and a sentence or two.

Begin by limiting the number of high-stakes essays and replacing some with short, focused assignments. A close reading paragraph on a single passage from the book teaches the same core skills as a full essay and takes a fraction of the time to grade. Distributing assessment across smaller tasks also gives students more opportunities to improve.

Design assignments around skills rather than content coverage. Students in a survey course do not need to write on every book; they need practice analyzing voice, structure, and argument. Choosing one or two texts for writing and using the rest for discussion keeps the workload manageable.

Build a Shared Rubric for the Whole Teaching Team

When multiple graders handle a large course, a shared rubric is the foundation of fairness. The rubric should describe performance levels in observable terms and include examples drawn from real student work. Without this, two graders can assign different scores to the same essay, and students notice.

• Hold a calibration meeting before grading begins
• Have every grader score the same three sample essays
• Discuss differences and revise unclear rubric language
• Set a standard comment bank for common problems
• Spot check a sample of each grader's work midway through

Use Tiered Feedback

Not every essay requires the same depth of feedback. Provide detailed comments on the first major assignment, when students are forming habits, and lighter, rubric-based feedback on later ones. This approach gives students the guidance they need early while keeping the total grading load realistic.

Offer optional office hours or short feedback conferences for students who want deeper engagement. A five-minute conversation can accomplish what pages of marginal comments cannot. Students who are motivated to improve will use these opportunities, and you can focus on them without neglecting the rest.

Streamline Logistics

Much of the time spent grading is lost to logistics, such as collecting files, matching names to papers, and transferring scores. Use a consistent submission format and a learning management system that supports rubric-based scoring. Reducing administrative friction gives you more time for reading and responding.

Establish clear deadlines and a turnaround time for feedback, and communicate them in the syllabus. Students are more patient when they know what to expect. Predictable timing also helps teaching assistants plan their work around their own coursework.

Where AI Grading Fits in a Large Course

AI-assisted grading can provide a consistent first read of every essay, applying the shared rubric uniformly and drafting criterion-level comments. This reduces the variation between graders and gives each student some written feedback even when time is limited. Instructors and teaching assistants then review the output, adjust scores, and add personal notes where needed.

The key is transparency and oversight. Explain to students how feedback is produced and make clear that humans are responsible for final grades. When used this way, AI becomes a way to extend the reach of good teaching rather than a substitute for it.