Improving rouge for timeline summarization
WitrynaTimeline summarization aims at presenting long news stories in a compact manner. State-of-the-art approaches first select the most relevant dates from the original event … Witryna1 gru 2024 · The paper also proposes novel Rouge-based evaluation metrics customized for cross-lingual timeline summarization with a twofold aim: (i) quantifying the ability …
Improving rouge for timeline summarization
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Witryna11 lip 2024 · Timeline summarization (TLS) generates an overview of long-running events through dated daily summaries for the most important dates. It is a key … Witryna27 mar 2024 · Formally, Timeline Summarization (TLS) can be defined as a subtask of Multi-Document Summarization (MDS) conceived to highlight the most important …
WitrynaIn it implements functionality for predicting timelines given a corpus and for evaluating timeline summaries against a gold standard. For evaluation, it makes use of a family of ROUGE variants as described in Martschat and Markert (2024). ... Improving ROUGE for Timeline Summarization. In Proceedings of the 15th Conference of the European ...
WitrynaNouveau-ROUGE [Conroy et al., 2011] is a method based on ROUGE metrics to evaluate update summaries. The idea is to calculate ROUGE score between an original summary and an update one, then a... WitrynaWe introduce variants of ROUGE that allow alignment of daily summaries via temporal distance or semantic similarity. We argue for the suitability of these variants in a …
Witryna1 sty 2024 · The paper also proposes novel Rouge-based evaluation metrics customized for cross-lingual timeline summarization with a twofold aim: (i) quantifying the ability …
Witryna* Sebastian Martschat and Katja Markert (2024). Improving ROUGE for Timeline Summarization. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, April 2024. Extending ROUGE metrics to support temporal constraints * Date content alignment • Extends the previous metric, … open locked note without passwordWitrynaImproving ROUGE for Timeline Summarization Sebastian Martschat , Katja Markert Abstract Current evaluation metrics for timeline summarization either ignore the … ipad bluetooth portable speakersWitryna1 gru 2024 · The paper also proposes novel Rouge-based evaluation metrics customized for cross-lingual timeline summarization with a twofold aim: (i) quantifying the ability of the cross-lingual process... open locked articlesWitryna7 kwi 2024 · Improving ROUGE for Timeline Summarization Sebastian Martschat Katja Markert. Current evaluation metrics for timeline summarization either ignore the temporal aspect of the task or require strict date matching. We introduce variants of ROUGE that allow alignment of daily summaries via temporal distance or semantic … ipad bluetooth simultaneouslyWitryna1 lip 2024 · Timeline generation emerges in this context as one possible solution for automatically producing summaries of news over time. Thanks to this, users can gain … ipad bluetooth scanner beeps 5 timesWitrynaExperimented on two widely used timeline summarization benchmark datasets, timeline17 and crisis, empirical evaluation shows that WILSON outperforms state-of-the-art approaches in both speed and ROUGE scores, significantly improving ROUGE-2 F1 scores by 9.5%∼17.7% and reducing generation time by two orders of magnitude. ipad bluetooth sharing gpsWitryna1 kwi 2024 · 1 April 2024 Computer Science, Psychology Current evaluation metrics for timeline summarization either ignore the temporal aspect of the task or require strict … ipad bluetooth sharing settings