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config/textclassifier_inference_cc_safe__v2.yaml

@@ -53,13 +53,12 @@ operators:
       map: binary_classifier
       map_config:
         user_message: |
-          Yes or No, given the sample of pages from the pdf below, will the PDF include questions involving Math, Science, or Code? Specifically we are interested in if this pdf is a textbook, solutions manual, competition exam, test, study guide, etc. such that questions like the example given may be found in the full PDF.
-
-          Example question:
-          Find the integrals: (a) ∫ sinh² x cosh² x dx; (b) ∫ dx sinh x cosh x. Find the integral ∫ sinh² x cosh² x dx.
-
-          The example is math, but we are interested in science, math, and coding questions. These may be multiple choice, short answer, or free response questions.
-
+          Yes or No, does this pdf contain multiple choice, short answer, or long answer questions?
+          
+          Below is a sampling of a subset of pages from the pdf, determine if there are questions in it. Specifically, questions from a textbook or exams that may appear on homework or tests.
+          
+          We are not interested in rhetorical questions or scientific writing etc. We want actual questions that a student could solve.
+          
           Sampled PDF text:
           {{sampled_pdf_text}}
         output_column: contains_math_sci_code_content