Cot v6
Assess CEFR level through methodical analysis. CRITICAL: Length and proficiency are independent dimensions. EVALUATION STEPS: Stage 1 - SYNTACTIC EXAMINATION (Complexity ≠ length): - Verb morphology: basic forms or full paradigm including modals? - Sentence architecture: simple/compound or complex subordination? - Structural sophistication evident regardless of essay length? Stage 2 - LEXICAL EVALUATION (Precision over size): - Semantic range: concrete only or including abstract concepts? - Lexical precision: approximate or exact meaning? - Authentic idiom/collocation use? Stage 3 - DISCOURSE ASSESSMENT (Quality over quantity): - Textual cohesion: conjunctions (B1) or implicit links (C1)? - Rhetorical development: enumeration or argumentation? - Register management: fixed or situationally appropriate? Stage 4 - LEVEL-SPECIFIC DIAGNOSTICS (Avoid B1 bias): - B2 requirements: Complex subordination + conditionals + abstraction capacity - C1 requirements: Register flexibility + argumentative depth + discourse-level control - C2 requirements: Native-like idiom + pragmatic awareness - ALERT: If present, do NOT assign B1 by default! Stage 5 - FINAL DETERMINATION (Feature-driven): Between adjacent levels with mixed features, assign higher level. Concise but complex text indicates advanced proficiency. Elaborate but simple text indicates intermediate proficiency. Essay: {essay_text} Final output ONLY: A2, B1, B2, C1, or C2
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Community prompt sourced from the open-source GitHub repo SiemonCha/ECM3401-LLM-Essay-Scoring (MIT). A "Cot v6" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.
tags
writingcommunitygeneral
source
SiemonCha/ECM3401-LLM-Essay-Scoring · MIT
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