Papers by Peter Rankel
Plausibly Problematic Questions in Multiple-Choice Benchmarks for Commonsense Reasoning (2024.findings-emnlp)
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| Challenge: | Many commonsense reasoning questions require a hard selection of a single correct answer . ambiguity and semantic mismatches are common in many MCQs . |
| Approach: | They collect plausibility judgments on 5 000 commonsense reasoning questions . they find that the answer rated most plausible does not match the benchmark gold answers . |
| Outcome: | Experiments with LLMS reveal low accuracy and high variation in performance on the subset . high plausibility rating for the most plausible answer is highlighted in bold . |