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A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy

Research article (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2021) · cited 15× · AI/ML
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A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy

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A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy is a scholarly article[1].

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  • A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy's instance of is recorded as scholarly article[2].

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  1. [1] ↑ . Wikidata. wikidata.org.

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APA 4ort.xyz Knowledge Graph. (2026). A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-training-free-and-reference-free-summarization-evaluation-metric-via-centrality-weighted-relevance-and-self-referenced
MLA “A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-training-free-and-reference-free-summarization-evaluation-metric-via-centrality-weighted-relevance-and-self-referenced.
BibTeX @misc{4ortxyz_a-training-free-and-reference-free-summarization-evaluation-metric-via-centrality-weighted-relevance-and-self-referenced_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy}}, year = {2026}, url = {https://4ort.xyz/entity/a-training-free-and-reference-free-summarization-evaluation-metric-via-centrality-weighted-relevance-and-self-referenced}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy — https://4ort.xyz/entity/a-training-free-and-reference-free-summarization-evaluation-metric-via-centrality-weighted-relevance-and-self-referenced (retrieved 2026-05-24)

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