FLAT - FoLiA Linguistic Annotation Tool
FLAT is a web-based linguistic annotation environment based around the FoLiA format (http://proycon.github.io/folia), a rich XML-based format for linguistic annotation. FLAT allows users to view annotated FoLiA documents and enrich these documents with new annotations, a wide variety of linguistic annotation types is supported through the FoLiA paradigm. It is a document-centric tool that fully preserves and visualises document structure.
FLAT is written in javascript with jquery on a backend of Python using the Django framework. The FoLiA Document Server (https://github.com/proycon/foliadocserve) , the back-end of the system, is written in Python with CherryPy and is used as a RESTful webservice.
FLAT is open source software developed at the Centre of Language and Speech Technology, Radboud University Nijmegen. It is licensed under the GNU Public License v3. The project is funded in the scope of the larger CLARIAH project.
Features
- Web-based, multi-user environment
- Server-side document storage, divided into 'namespaces', by default each user has his own namespace. Active documents are held in memory server-side. Read and write permissions to access namespaces are fully configurable.
- Concurrency (multiple users may edit the same document similtaneously)
- Full versioning control for documents (using git), allowing limitless undo operations. (in foliadocserve)
- Full provenance information, including annotator names and timestamps, is stored in the FoLiA XML and can be displayed by the interface. The git log also contains verbose information on annotations.
- Annotators can indicate their confidence for each annotation
- Highly configurable interface; interface options may be disabled on a per-configuration basis. Multiple configurations can be deployed on a single installation
- Displays and retains document structure (divisions, paragraphs, sentence, lists, etc)
- Support for corrections, of text or linguistic annotations, and alternative annotations. Corrections are never mere substitutes, originals are always preserved!
- Spelling corrections for runons, splits, insertions and deletions are supported.
- Supports FoLiA Set Definitions to display label sets. Sets are not predefined in FoLiA and anybody can create their own.
- Supports Token Annotation and Span Annotation
- Supports complex span annotations such as dependency relations, syntactic units (constituents), predicates and semantic roles, sentiments, stratements/attribution, observations
- Simple metadata editor for editing/adding arbitrary metadata to a document. Selected metadata fields can be shown in the document index as well.
- User permission model featuring groups, group namespaces, and assignable permissions
- File/document management functions (copying, moving, deleting)
- Allows converter extensions to convert from other formats to FoLiA on upload
- In-document search (CQL or FQL), advanced searches can be predefined by administrators
- Morphosyntactic tree visualisation (constituency parses and morphemes)
- Higher-order annotation: associate features, comments, descriptions with any linguistic annotation, also allow for arbritary relations between any type of annotation or structure
Architecture
The FLAT architecture consists of three layers:
- The FoLiA Document Server (https://github.com/proycon/foliadocserve)
- The FLAT server
- The user-interface
At the far back-end is the FoLiA Document Server, which loads the requested FoLiA documents, and passes these as JSON and HTML to the middle layer, the FLAT server, this layer in turn passes edits formulated in FoLiA Query Language (FQL) to the Document Server. The user-interface is a modern web-application interacting with the FLAT server and translates interface actions to FQL.
FLAT distinguishes several modes, between which the user can switch to get another take of a document with different editing abilities. There are currently three modes available, and a fourth one under construction:
- Viewer - Views a document and its annotations, no editing abilities
- Editor - Main editing environment for linguistic annotation
- Metadata editor - A simple editor for document-wide metadata
- Structure Editor - Editing environment for document structure (rudimentary version, not done)
In the viewer and editor mode, users may set an annotation focus, i.e. an annotation type that they want to visualise or edit. All instances of that annotation type will be coloured in the interface and offer a global overview. Moreover, the editor dialog will automatically present fields for editing that type whenever a structure element (usually a word/token) is clicked.
Whereas the annotation focus is primary, users may select what other annotation types they want to view locally, i.e. in the annotation viewer that pops up whenever the user hovers over a structural element. Similarly, users may select what annotation types they want to see in editor, allowing the editing of multiple annotation types at once rather than just the annotation focus.
FoLiA distinguishes itself from some other annotation formats by explicitly providing support for corrections (on any annotation type, including text) and alternative annotations. In FLAT these are categorized as edit forms, as they are different forms of editing; the user can select which form he wants to use when performing an annotation.
The site administrator can configure in great detail what options the user has available and what defaults are selected (for annotation focus for instance), as a full unconstrained environment (which is the default) may quickly be daunting and confusing to the end-user. Different tasks ask for different configurations, so multiple configurations per site are possible; the user chooses the desired configuration, often tied to a particular annotation project, upon login.
Documentation
FLAT Documentation can be found in the form of the following three guides:
- Installation Guide. - Explains how to install FLAT.
- Administration Guide. - Explains how to configure FLAT for your annotation task.
- User Guide. - Explains how to use FLAT.
Moreover, a screencast video has been created to show FLAT in action and offer an impression of its features:
Screenshots
For some impressions of FLAT, take a look at the following screenshots:
The login screen:
Document index, showing namespaces accessible to the user and the documents within.
Hovering over words reveals annotations:
A particular annotation focus can be set to highlight the most frequent classes in that set:
Editing a named entity in a set for which a set definition is available:
Correcting a word in a spelling-annotation project:
Proper right-to-left support for languages such as Arabic, Farsi and Hebrew.
Extensive history with limitless undo ability, git-based:
Advanced search queries in CQL (Corpus Query Language) or FQL (FoLiA Query Language):
Tree visualisation of syntax and morphology:
