Tl;DR: This work introduces GENIE, an extensible human evaluation leaderboard, which brings the ease of leaderboards to text generation tasks. GENIE automatically posts leaderboard submissions to crowdsourcing platforms and presents both manual and automatic metrics on the leaderboard.
Tl;DR: PAWLS is a new annotation tool designed specifically for the PDF document format. PAWLS supports span-based textual annotation, N-ary relations and freeform, non-textual bounding boxes, all of which can be exported in convenient formats for training multi-modal machine learning models.
Tl;DR: SciSight is a novel framework for exploratory search of COVID-19 research that integrates two key capabilities: first, exploring interactions between biomedical facets (e.g., proteins, genes, drugs, diseases, patient characteristics); and second, discovering groups of researchers and how they are co... nnected.
Tl;DR: We developed a general approach for actionable explanations, which you can try within our Semantic Sanity prototype. User studies of the approach have shown that it leads to higher perceived user control, trust, and satisfaction.