Bilingual literature classes ask students to do two difficult things at once: read a text closely and write about it in a language that may not be their strongest. An essay on Guo Moruo's The Goddesses might quote Chinese lines, analyze them in English, and move between the two as the argument develops. Grading that kind of work requires a clear sense of which skills are being measured and which are not.

The most important decision is whether language proficiency is part of the grade or separate from it. In a literature course, the primary goal is usually interpretation, so mechanical errors in the language of writing should not overwhelm the evaluation of ideas. A rubric that gives most of the weight to argument and analysis, and a smaller portion to clarity, reflects that priority.

Where the course also aims to build academic writing skills in a second language, the rubric can include a dedicated row for language control. Making that row visible and separate lets students see the difference between a weak argument and a clear argument that contains grammatical slips. It also protects strong thinkers from being buried under a pile of mechanical corrections.

Treat code-switching as a skill

Moving between languages within an essay is not a flaw in a bilingual course; it is often the best way to discuss a text. A student who quotes a line in Chinese and then explains a nuance that cannot be captured in English is demonstrating exactly the kind of insight the course hopes to build. The rubric should reward this move rather than treating it as a formatting problem.

• Allow short Chinese quotations with accompanying English explanation.
• Reward students who point out nuance lost or gained in translation.
• Separate comments on ideas from comments on grammar and mechanics.
• Provide model sentences for introducing quotations in either language.
• Clarify whether pinyin, characters, or both are expected in quotations.

Give feedback that students can act on in a second language

Students writing in a second language benefit from feedback that is concrete and not overly abstract. A comment that points to a specific sentence and offers a clearer alternative is more useful than a general note about "awkward phrasing." Teachers can also group recurring errors, such as article use or verb tense, and address them in a short mini lesson instead of marking every instance.

Praise should be equally specific. Telling a student that a paragraph does an excellent job of explaining how repetition builds intensity in a poem reinforces the skill and shows the student what to repeat. In a second language, confidence is fragile, and precise positive feedback helps writers take the risks that lead to better work.

Build in opportunities for revision

Revision is especially valuable in bilingual courses because it gives students time to process feedback and apply it. A two-draft structure, with detailed comments on the first draft and a more concise evaluation of the second, allows language and ideas to develop together. Students who see their writing improve across drafts also gain a sense of progress that a single graded submission cannot provide.

Short reflection notes accompanying each draft can add to the picture. Students can explain what they changed, which comments they found most useful, and what they still find difficult. Those notes give the teacher a window into the writer's thinking and guide the next round of feedback.

Use technology as support, not as a substitute for judgment

AI-assisted grading tools can help teachers manage the volume of feedback in a bilingual course, particularly on structure, evidence, and clarity. They are most useful when the rubric is clear about what counts as language control and what counts as literary analysis, so that automated comments do not conflate the two. Teachers should always review feedback before it reaches students, especially when it touches on language choices.

The best results come when technology handles the repetitive parts of feedback and the teacher focuses on interpretation and encouragement. A teacher who has more time to talk with students about their ideas is better equipped to help them grow as readers and writers in both languages. That, ultimately, is the purpose of the course.