Challenge vs Easy splits for reasoning difficulty
AI2 Reasoning Challenge
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Question Answering
English
Opened about a year ago
by @trayi-1954
1
@trayi-1954a year ago
Hi everyone! Could we explore how the Challenge versus Easy splits capture varying reasoning complexities, and discuss what that means for our model evaluation framework?
Hi @trayi-1954,
The Challenge set contains questions that both retrieval-based and word co-occurrence algorithms fail, pushing models toward deeper inference and commonsense reasoning. In contrast, the Easy set captures questions answerable by surface patterns. Evaluating on both helps us distinguish improvements due to pattern matching (Easy) from genuine reasoning advances (Challenge).
You can refer this information!