When choosing the best name screening technology for your business needs, accuracy is #1, but there are six other factors to consider.
Applying NLP to Mental Health Diagnosis
Computational tools that process human language can detect the disordered speech patterns associated with mental illness, aiding clinicians in their diagnoses and treatment plans.
Using Content Intelligence to Determine Who is on Your “Naughty and Nice” List
Companies across the world are constantly monitoring their watchlists — but working with a list of people you already know are “bad actors” is just one part of the process. How can organizations get ahead of the game and effectively identify who should be added to their “naughty lists” with confidence before they create chaos? […]
How to Write Annotation Guidelines for Entity Extraction
Solid annotation guidelines are an essential requirement for producing good training data. These guidelines distinguish correct from incorrect results, define the task and ensure that the annotation process is reliable and repeatable for independent human annotators.
Rosette 1.17.0 Release: Hebrew Name Translation, French Semantic Similarity, Robust Address Matching
Recent Rosette® Cloud and Enterprise releases (1.17.0, 1.16.1) bring expanded language coverage to name translation and semantic similarity, and ease of use to the address matching capability within Rosette Name Indexer. We have also made improvements to Arabic-Arabic and Arabic-English name matching, as well as better morphological analysis in various languages. Hebrew name translation Name […]
Faster Annotation with Rosette Adaptation Studio
What are the top three barriers to better machine learning models? Annotating data, annotating data, and annotating data. Okay, so it’s not that simple, but producing quality training data to produce accurate models takes up the lion’s share of human labor and time in the entire process. This includes collecting and cleaning data, making sure […]
Rosette Cloud 1.11: New Entity Types, Hungarian Names, and Cross Language Semantics
We’re thrilled to announce the latest version of Rosette (1.11). It’s a big one — lots of exciting new features, enhancements, and improvements. We hope you’ll check it out! TL; DR check the release notes. Entities: Enhanced Extraction and Linking with New Types Rosette Entity Extraction & Linking now recognizes 700 new classes of entities […]
The Wonderful World of Text Analytics!
Discover our most popular plugins for data analytics and search The world of text analytics and search improvement is vast, and we know you have many choices when it comes to picking out tools. Everyone has their own history and preferences, and many companies have legacy tools they can’t just throw away. Learning to play […]
Rosette API Community Spotlight: NLP ME
One of the most satisfying parts of working on the Rosette API is seeing the cool projects our users come up with. Today we’re happy to showcase the work of Leo Simmons, a recent graduate of the University of Massachusetts, Amherst. As a portfolio development project, Leo created NLP ME, a chatbot style tool you […]
For the release of “Rogue One,” may the force of NLP be with you!
But wait, what is NLP again? Explaining NLP (natural language processing), text mining, data extraction and text analysis to people outside the industry can be a challenge. While everyone expects fast, accurate and reliable search results, few understand the work and the tools behind them. NLP is to search what an engine is to a […]
Deep Learning Powers Cross-Lingual Semantic Similarity Calculation
Text Embeddings Now Available in the Rosette API The Rosette API team is excited to announce the addition of a new function to Rosette’s suite of capabilities: text embedding. This endpoint returns a single vector of floating point numbers for your input, a.k.a. an embedding of your text in a semantic vector space. Text embeddings […]
Can you rely on the Treasury Department’s Sanctions List Search?
When the United States wants to prohibit its citizens and corporations from doing business with a foreign national, that individual is added to the Specially Designated Nationals list maintained by the Office of Foreign Assets Control of the US Department of the Treasury. One person on that list is Chabaane Ben Mohamed al-Trabelsi*, a Tunisian […]
God is not Divine? The Pope is not Catholic? or how translation introduces loss and can distort meaning
Pope Francis has grabbed many headlines by discussing what appear to be bold changes to Catholic doctrine. However, one recent headline would make it sound like he wants to rethink the concept of religion and God entirely. The alleged quote goes something like “God is not a divine being or a magician” (this phrasing is […]
A Better Pure Java RegEx Engine
Regular expressions are ubiquitous in NLP, not to mention many miscellaneous text-processing tasks. People use regular expressions as a quick solution to matching and parsing. People build entire complex extraction systems with regular expressions. Some people get themselves into serious trouble by trying to apply them beyond their natural limits. Once upon a time, regular […]