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

Asking questions about a situation is an inherent step towards understandingit. To this end, we introduce the task of role question generation, which,given a predicate mention and a passage, requires producing a set of questionsasking about all possible semantic roles of the predicate. We develop atwo-stage model for this task, which first produces a context-independentquestion prototype for each role and then revises it to be contextuallyappropriate for the passage. Unlike most existing approaches to questiongeneration, our approach does not require conditioning on existing answers inthe text. Instead, we condition on the type of information to inquire about,regardless of whether the answer appears explicitly in the text, could beinferred from it, or should be sought elsewhere. Our evaluation demonstratesthat we generate diverse and well-formed questions for a large, broad-coverageontology of predicates and roles.

Asking It All: Generating Contextualized Questions for any Semantic Role