How AI decides what your content means and why it gets you wrong

AI systems label and score content before ranking. Annotation determines how you’re understood — and whether you compete at all.

egnite, Inc. Receives U.S. Patent for NLP-Based Algorithm That Classifies Mitral Regurgitation Mechanism from Echocardiographic Reports

egnite, Inc. Receives U.S. Patent for NLP-Based Algorithm That Classifies Mitral Regurgitation Mechanism from Echocardiographic Reports Patent recognizes egnite's novel approach to identifying ...
GitHub

aaravpillai/text-readability-classifier

The purpose of this project was to build and analyse various deep learning models for text readability classification in order to determine whether a piece of text is easy or hard to read. Naive Bayes ...
IEEE

Policy Text Classification Algorithm Based on Bert

Abstract: With the development of the Internet, the policy text classification model of deep learning is used to improve the effect of policy text classification, and to play and use the huge value ...
Scientific Research Publishing

Kowsari, K., Jafari Meimandi, K., Heidarysafa, M., Mendu, S., Barnes, L. and Brown, D. (2020) Text Classification Algorithms: A Survey. Information, 10, Article 150.

ABSTRACT: Text classification plays a critical role in numerous natural language processing applications, yet limited work has addressed the unique linguistic structure of African languages such as ...
Scientific Research Publishing

Liang, M. and Niu, T. (2022) Research on Text Classification Techniques Based on Improved TF-IDF Algorithm and LSTM Inputs. Procedia Computer Science, 208, 460-470.

ABSTRACT: Since transformer-based language models were introduced in 2017, they have been shown to be extraordinarily effective across a variety of NLP tasks including but not limited to language ...