#natural-language-processing

#natural-language-processing

AI text analysis tools are essential for effectively processing vast amounts of data. They enhance decision-making and streamline communication across various sectors.

CocoIndex is an ultra performant real-time data transformation framework for AI, enabling seamless indexing of changed files within minutes.

"If you ever write anything, you'll probably need it"

End-to-end testing is vital for software function, but traditional tools suffer from steep learning curves and high maintenance costs. AI-powered tools alleviate these issues.

The shift to unstructured interactions with AI chatbots from traditional clicks and impressions creates complexities in accurately determining user intent.

The agreement results between different pairs of human annotators and the LLM annotator indicate that misalignment occurs primarily in interpreting user intent categories.

To successfully invoke a function, it's essential to accurately select the appropriate function from all available options and to generate the correct function parameters.

The iterative approach to lexicon development, combining manual reviews and semi-automatic methods, significantly enhances the identification of suicidal ideation from clinical notes.

In text-based reinforcement learning, agents perceive game states solely through natural language, challenging conventional methods of action representation and interaction.

Text-based games (TBGs) represent a significant aspect of NLP, where agents must combine natural language understanding with reasoning, linking linguistic elements to decision-making.

We developed a Natural Language Processing (NLP) pipeline to extract social support and social isolation information from clinical notes using electronic health record (EHR) data.