UBIAI

With over a thousand petabytes of messages and articles exchanged over the internet, it is becoming incessantly clear that analyzing this huge amount of data and extracting actionable information is of paramount importance. At UBIAI, our mission is to make easy-to-use Natural Language Processing (NLP) tools to help developers and companies try out machine learning ideas quickly and apply them to real world problems without wasting time in coding. We believe that providing accessible and low cost tools will democratize NLP across the globe and allow for better and intelligent decision making. UBIAI Annotation tool offers the following features: * Easy to use UI for NER annotation * Multi-format document upload: TXT, CSV (each row corresponds to a doc), JSON (allows you to import and modify already annotated JSON files), PDF, DOC, HTML, ZIP * Dictionary/Regex auto-annotation: input a list of words or regex patterns along with their associated entities. The tool will automatically scan the documents and auto-annotate * ML auto-annotation: Train an NER model to auto-annotate your documents * Bias detection: visualize entity and word distribution across your documents to detect skewed annotation toward specific entities. * Collaboration: Share annotation tasks among team members and monitor progress * Annotation format export: JSON, IOB, Amazon Comprehend, Stanford CoreNLP