English

SLATE: A Super-Lightweight Annotation Tool for Experts

Computation and Language 2020-06-05 v1

Abstract

Many annotation tools have been developed, covering a wide variety of tasks and providing features like user management, pre-processing, and automatic labeling. However, all of these tools use Graphical User Interfaces, and often require substantial effort to install and configure. This paper presents a new annotation tool that is designed to fill the niche of a lightweight interface for users with a terminal-based workflow. Slate supports annotation at different scales (spans of characters, tokens, and lines, or a document) and of different types (free text, labels, and links), with easily customisable keybindings, and unicode support. In a user study comparing with other tools it was consistently the easiest to install and use. Slate fills a need not met by existing systems, and has already been used to annotate two corpora, one of which involved over 250 hours of annotation effort.

Keywords

Cite

@article{arxiv.1907.08236,
  title  = {SLATE: A Super-Lightweight Annotation Tool for Experts},
  author = {Jonathan K. Kummerfeld},
  journal= {arXiv preprint arXiv:1907.08236},
  year   = {2020}
}

Comments

To appear at ACL as a demo

R2 v1 2026-06-23T10:24:42.615Z