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Emma Thronson

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#natural language process... Preprint Oct 2026

The Sum of All Summaries: PROPALIGN for Graded Proposition Salience Evaluation

Identification and ranking of salient propositions in documents is indirectly involved in many AI tasks, but few papers define proposition salience scores clearly, make diverse data available, or evaluate models directly on the task. This paper proposes PROPALIGN, a multiple-summary-based approach for propositional sal...

Lin Ai, Emma Thronson, Katherine Conhaim et al. · 0 citations

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