Tag: NLP

How to Write Annotation Guidelines for Entity Extraction

08 Jun 2021
Blog

Writing annotation guidelines for entity extraction for adverse media screening in financial compliance As much as we love to think our machine learning algorithms are the most important part of training up a model, they need human-annotated data to get started, which also — very importantly — are the benchmark for evaluating a model’s accuracy. […]


Rosette 1.17.0 Release: Hebrew Name Translation, French Semantic Similarity, Robust Address Matching

17 Aug 2020
Blog

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

04 Aug 2020
Blog

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

29 Aug 2018
Blog

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!

21 Dec 2016
Blog

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

20 Dec 2016
Blog

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!

16 Dec 2016
Blog

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

16 Sep 2016
Tutorial

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?

11 Nov 2014
Blog

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 […]


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