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DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence?

intro.png

Arxiv paper

The example of DetectBench

example.png

Statistic Information about DetectBench

Name #Sample Avg #Token Avg #Evidence Avg #Jumps
train 365 177 4.27 7.10
dev 1,770 178 4.34 7.13
test-noremal 1,193 179 4.24 7.03
test-hard 300 261 7.79 13.83
test-distract 300 10,779 4.16 7.27
All 3,928 994 4.55 7.62

The detail comparsion of implicit evidence Among Other Works

detail.png

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