Nature

Position-context additive transformer-based model for classifying text data on social media

In recent years, the continuous increase in the growth of text data on social media has been a major reason to rely on the pre-training method to develop new text classification models specially ...
Nature

Text classification models for assessing the completeness of randomized controlled trial publications based on CONSORT reporting guidelines

We develop and evaluate the first NLP models targeting automatic recognition of all CONSORT checklist items at fine granularity. 2. We compare different input representations and features for the task ...

Researchers develop new 'emotionally aware' model for classifying mental health conditions

Researchers have developed a new "emotionally aware" AI-based model for classifying mental health conditions, which could ...
TechCrunch

Google debuts a new Gemini-based text embedding model

Google on Friday added a new, experimental “embedding” model for text, Gemini Embedding, to its Gemini developer API. Embedding models translate text inputs like words and phrases into numerical ...