lighteval
9e427838 - Add LEXam legal exam benchmark to Swiss legal evals (#1243)

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39 days ago
Add LEXam legal exam benchmark to Swiss legal evals (#1243) Adds LEXam (https://huggingface.co/datasets/LEXam-Benchmark/LEXam) tasks: - lexam_oq:{en,de}: open-ended legal exam questions scored with an LLM-as-judge (JudgeLEXamOQ, default openai/gpt-4o-2024-11-20 via LiteLLM). - lexam_mcq_{4,8,16,32}{,_idk}:{en,de}: letter-based MCQ scorer using IndicesExtractionConfig with a ###X### / \boxed{X} / "Final answer: X" fallback regex. Choices are shuffled deterministically (seed 42). - Optional "I don't know" calibration: when with_idk=True, an extra letter slot is reserved for IDK and the metric reports trad_score, idk_score (+1/0/-1), idk_freq, and extract_fail; otherwise it reports acc and extract_fail. Adds 18 tasks to TASKS_TABLE (2 OQ x 2 langs and 4 choice-counts x 2 langs x {plain, IDK}). Co-authored-by: Joel Niklaus <joel@hf.co> Co-authored-by: Cursor <cursoragent@cursor.com>
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