ATRIUM T4.5.2 Annotation tools overview.xlsx

	A	B	C	D	E	F	G	H	I	J	K	L	M	N
1	Tool	Short Description	Open Source	Collaborative	Custom Gazetteers	Import/Export	Stable Storage	Versioning	NER Support	Multilinguality	Context Disambiguation	Hybrid Workflow	Map Functionality	Notes

2	Argilla	Open-source tool for data annotation and model monitoring.	Yes	Yes	No	Yes	Yes	No	Yes	Yes	No	Yes	No	Focused on NLP tasks.
3	Bulk	Lightweight tool for bulk labeling of text data.	Yes	No	No	Yes	Yes	No	No	No	No	No	No	Simple tool for quick labeling, lacks advanced features.
4	CoreNLP	NLP library by Stanford for text analysis, including NER.	Yes	No	No	No	No	No	Yes	Yes	No	No	No	Not an annotation tool. Used for NLP tasks.
5	Doccano	User friendly, open-source tool for text annotation and NER tasks.	Yes	Yes	No	Yes	Yes	Limited	Yes	Yes	Limited	Yes	No	Lacks custom gazetteers and map functionality.
6	FLAT	Web based annotation tool for linguistic analysis.	Yes	Yes	No	Yes	Yes	No	Yes	Yes	No	Yes	No	Focused on linguistic annotation, not geotagging.
7	INCEpTION	Comprehensive annotation platform with support for knowledge base integration.	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	No	Lacks built-in map functionality.
8	Knodle	Framework for weak supervision and programmatic labeling.	Yes	No	No	No	No	No	No	Limited	No	No	No	Not a manual annotation tool.
9	Label Studio	Versatile, open-source annotation tool for text, images, and other data types.	Yes	Yes	No	Yes	Yes	Yes	Yes	Yes	Limited	Yes	No	Lacks built-in map functionality.
10	Markup	Lightweight tool for annotating text data.	Yes	No	No	Yes	Yes	No	No	No	No	No	No	Simple tool for text annotation, lacks advanced features.
11	NLP-Labelling	Tool for labeling text data with a focus on NLP tasks.	Yes	Yes	No	Yes	Yes	No	Yes	Yes	No	Yes	No	Designed for NLP tasks.
12	NPLM	Tool for natural language processing and annotation.	Yes	Yes	No	Yes	Yes	No	Yes	Yes	Yes	No	No
13	Potato	Framework for annotating text data with a focus on structured tasks.	Yes	Yes	No	Yes	Yes	No	Yes	Yes	No	Yes	No	Focused on structured annotation tasks, not geotagging.
14	Prodigy	Paid annotation tool with active learning for efficient model training and annotation.	No	Yes	No	Yes	Yes	No	Yes	Yes	Limited	Yes	No	Strong automation, lacks map functionality.
15	Recogito	Α tool for annotating place names and linking them to gazetteers.	Yes	Yes*	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Strong map functionality, and place annotation. * Recogito: As in multiple users can work in the same dataset but users cannot see each other’s annotations immediately while they are working.
16	RecogitoStudio	Successor to Recogito, offering enhanced features for geotagging and annotation.	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	No	Yes	Yes	NER functionality.
17	Refinery	Open-source tool for data labeling and model training.	Yes	Yes	No	Yes	Yes	No	Yes	Yes	No	Yes	No	Focused on NLP tasks and model training.
18	skweak	Framework for weak supervision and programmatic labeling using heuristics.	Yes	No	No	No	No	No	Yes	Limited	No	Yes	No	Not a manual annotation tool.
19	Slate	Tool for annotating text data with a focus on structured tasks.	Yes	Yes	No	Yes	Yes	No	Yes	Yes	No	Yes	No	Focused on structured annotation tasks, not geotagging.
20	small-text	Library for active learning and text classification.	Yes	No	No	No	No	No	No	No	No	Yes	No	Focused on active learning, not manual annotation.
21	Snorkel	Framework for programmatic labeling using weak supervision.	Yes	No	No	No	No	No	Yes	Limited	No	Yes	No	Not a manual annotation tool.
22	spaCy-Annotator	Tool for annotating text data using spaCy models.	Yes	No	No	Yes	Yes	No	Yes	Yes	No	No	No	Simple tool for text annotation using spaCy.
23	Talen	Tool for annotating temporal expressions in text.	Yes	No	No	Yes	Yes	No	No	No	No	No	No	Focused on temporal annotation, not geotagging.
24	Theme	Tool for annotating thematic roles in text.	Yes	No	No	Yes	Yes	No	No	No	No	No	No	Focused on thematic role annotation, not geotagging.
25	Weasel	Framework for weak supervision and programmatic labeling.	Yes	No	No	No	No	No	No	Limited	No	No	No	Not a manual annotation tool.
26	YEDDA	Lightweight tool for annotating text data with a focus on efficiency.	Yes	No	No	Yes	Yes	No	Yes	Yes	No	No	No	Simple tool for text annotation, lacks advanced features.
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