Professors teaching Canadian literature surveys or Indigenous literature courses often include Through Black Spruce because it won the Scotiabank Giller Prize and offers rich material for critical discussion. The assignments that follow, usually analytical papers of several pages, are time-consuming to grade well. Instructors with large sections or multiple courses face a real tension between thorough feedback and a sustainable workload.

University-level essays raise the bar beyond the high school standard. Students are expected to engage with secondary criticism, situate the novel within literary and historical contexts, and make arguments that go beyond close reading. Grading therefore involves more criteria, including research quality, citation accuracy, and the sophistication of the interpretive framework, all of which add to the marking burden.

A well-structured assignment sheet can reduce grading time significantly. Clearly stating the expected thesis type, required number of sources, and citation style eliminates many routine corrections. Providing a detailed rubric in advance also changes the quality of submissions, since students who know exactly what is expected tend to produce papers that need less remedial commentary.

Prioritizing Feedback at the Graduate and Undergraduate Level

Not every issue deserves a comment. In a paper that misreads the novel's structure, quibbling over comma placement wastes effort and buries the main message. Many experienced instructors limit themselves to three major points per paper, usually concerning argument, evidence, and engagement with scholarship, and handle mechanical issues through a short pattern note rather than line-by-line correction.

• Argument: is the thesis original, arguable, and sustained?
• Evidence: are close readings precise and well interpreted?
• Context: does the paper engage meaningfully with scholarship and history?
• Ethics: does the paper handle Indigenous subject matter with care and accuracy?
• Style: is the writing clear and appropriately academic?

Handling Citation and Source Quality

Checking sources is tedious but essential. Students may cite criticism they have not read carefully, misattribute ideas, or rely on weak websites in place of peer-reviewed scholarship. Spot-checking a few citations per paper and flagging patterns is more efficient than verifying everything, and it still signals to students that accuracy matters.

Course design can help too. Requiring an annotated bibliography earlier in the term lets you address source problems before the final paper arrives, which shifts effort from grading to coaching. Students tend to respond better to correction when they still have time to act on it.

Where AI Assistance Fits in Higher Education

Professors are rightly cautious about AI in assessment, since interpretation and original argument are the heart of humanities education. The most defensible uses are supportive: drafting criterion-level comments, flagging missing elements such as an absent counterargument, and ensuring consistent application of a rubric across large sections.

A rubric-based tool like GraideMind can handle this first layer so that the instructor spends time on high-value responses to the argument itself. Every comment is reviewed and edited before students see it, which keeps accountability with the professor and preserves the scholarly judgment that the assignment is meant to cultivate.