We developed precompiled lexicons and classification rules as features for the following ML classifiers: logistic regression, random forest, and support vector machines (SVMs). These features were ...

Fuzzy logic provides a mathematical framework for dealing with imprecise and vague concepts, proving particularly amenable to the challenges posed by natural language. Its capacity to navigate ...

The field of adversarial attacks in natural language processing (NLP) concerns the deliberate introduction of subtle perturbations into textual inputs with the aim of misleading deep learning models, ...

Analyze corpora for the purpose of developing effective lexicons. Develop language models that can assign probabilities to texts. Design, implement, and evaluate the effectiveness of text classifiers.

In the first half of this course, we will explore the evolution of deep neural network language models, starting with n-gram models and proceeding through feed-forward neural networks, recurrent ...

At the core of all human interaction is communication. But over the past four years, a fundamental shift has snuck up on us. After the introduction of ChatGPT and other Large Language Models (LLMs), ...

Start working toward program admission and requirements right away. Work you complete in the non-credit experience will transfer to the for-credit experience when you ...

Evaluation of Real-World Tumor Response Derived From Electronic Health Record Data Sources: A Feasibility Analysis in Patients With Metastatic Non–Small Cell Lung Cancer Treated With Chemotherapy ...

In the ever-evolving landscape of finance, Natural Language Processing (NLP) has emerged as a game-changer. This innovative technology, which enables computers to understand and interpret human ...

In this episode of eSpeaks, Jennifer Margles, Director of Product Management at BMC Software, discusses the transition from traditional job scheduling to the era of the autonomous enterprise. eSpeaks’ ...

In this episode of eSpeaks, Jennifer Margles, Director of Product Management at BMC Software, discusses the transition from traditional job scheduling to the era of the autonomous enterprise. eSpeaks’ ...

Artificial intelligence (AI) is well-known for its ability to make data-driven decisions, but there is a lesser-known branch of AI called natural language processing (NLP) that is starting to turn ...