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Learning to Substitute Words with Model-based Score Ranking , author= · 2025

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cs.CL 1

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2026 1

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Learning to Control Summaries with Score Ranking

cs.CL · 2026-04-19 · unverdicted · novelty 6.0

A score-ranking loss enables controllable summarization by aligning outputs to evaluation scores, matching SOTA performance with dimension-specific control on LLaMA, Qwen, and Mistral.

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  • Learning to Control Summaries with Score Ranking cs.CL · 2026-04-19 · unverdicted · none · ref 8

    A score-ranking loss enables controllable summarization by aligning outputs to evaluation scores, matching SOTA performance with dimension-specific control on LLaMA, Qwen, and Mistral.