LLM-based metrics (LLM-Coverage and ALIGN SCORE) are more reliable than ROUGE and BERTScore for political perspective summaries, and reranking plus DPO training improves both coverage and faithfulness.
In Findings of the Associa- tion for Computational Linguistics: EMNLP 2023 , pages 2550–2575, Singapore
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Reranking-based Generation for Unbiased Perspective Summarization
LLM-based metrics (LLM-Coverage and ALIGN SCORE) are more reliable than ROUGE and BERTScore for political perspective summaries, and reranking plus DPO training improves both coverage and faithfulness.