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

To assist human review process, we build a novel ReviewRobot to automaticallyassign a review score and write comments for multiple categories such asnovelty and meaningful comparison. A good review needs to be knowledgeable,namely that the comments should be constructive and informative to help improvethe paper; and explainable by providing detailed evidence. ReviewRobot achievesthese goals via three steps: (1) We perform domain-specific InformationExtraction to construct a knowledge graph (KG) from the target paper underreview, a related work KG from the papers cited by the target paper, and abackground KG from a large collection of previous papers in the domain. (2) Bycomparing these three KGs, we predict a review score and detailed structuredknowledge as evidence for each review category. (3) We carefully select andgeneralize human review sentences into templates, and apply these templates totransform the review scores and evidence into natural language comments.Experimental results show that our review score predictor reaches 71.4%-100%accuracy. Human assessment by domain experts shows that 41.7%-70.5% of thecomments generated by ReviewRobot are valid and constructive, and better thanhuman-written ones for 20% of the time. Thus, ReviewRobot can serve as anassistant for paper reviewers, program chairs and authors.

ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis