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20182026
most citedSMILER: Saliency Model Implementation Library for Experimental Research

7 citations · 9 across the 3 of their papers we have counts for

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cs.CL2026

Preserving What Matters: Semantic Scaffolds Beyond Saturation in Summarization Evaluation

Nikhil Reddy Pottanigari, Ramin Fahimi, Noah Bolger +2

Summarization ships in countless production systems, making model selection a routine decision that depends on measuring summary quality. Existing metrics struggle to support this:…