Purpose Most educational assessments tend to be constructed in a close-ended format,
which is easier to score consistently and more affordable. However, recent work has …

The emergence of large multi‐institutional digital libraries has opened the door to aggregate‐
level examinations of the published word. Such large‐scale analysis offers a new way to …

In 2004, John Unsworth noted that the primary constraint to humanities in the digital age is
the current copyright landscape, limiting which primary sources can be accessed, shared …

Given the size of digital library collections and the inconsistencies in their genre‐related
bibliographic metadata, as digital libraries grow and their contents are opened for …

Data science deals with the discovery of information from large volumes of data. The data
studied by scientists in the humanities include large textual corpora. An important objective …

As digital libraries grow, they are prompting new consideration into same-work relationships.
They provide unique opportunities for resource discovery, but their scale and aggregated …

This paper describes the history, policy, semantics, and uses of the HathiTrust Research
Center Extracted Features dataset, an open-access representation of the 17+ million volume …

The growth of text mining and corpus analytic scholarship over large digital libraries brings
to light the issues created by text duplication and variation within collections that are not …

Data augmentation uses artificially created examples to support supervised machine
learning, adding robustness to the resulting models and helping to account for limited …

We report on the work undertaken developing a web environment that allows users to
search over 1 trillion tokens of text--down to the page-level--of the HathiTrust Part-of-Speech …