A topic-F1 reward measuring alignment between summary and source-document topics, combined with GRPO training, improves multi-document summarization over several baselines.
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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization
A topic-F1 reward measuring alignment between summary and source-document topics, combined with GRPO training, improves multi-document summarization over several baselines.