English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

We contribute the largest publicly available dataset of naturally occurringfactual claims for the purpose of automatic claim verification. It is collectedfrom 26 fact checking websites in English, paired with textual sources and richmetadata, and labelled for veracity by human expert journalists. We present anin-depth analysis of the dataset, highlighting characteristics and challenges.Further, we present results for automatic veracity prediction, both withestablished baselines and with a novel method for joint ranking of evidencepages and predicting veracity that outperforms all baselines. Significantperformance increases are achieved by encoding evidence, and by modellingmetadata. Our best-performing model achieves a Macro F1 of 49.2%, showing thatthis is a challenging testbed for claim veracity prediction.

MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims