Evaluation of a Natural Language Processing Approach to …
This study aims to explore the potential of machine learning and natural language processing techniques in improving diagnostic safety surveillance. We conducted a rigorous evaluation of the feasibility and potential to use electronic health records clinical notes …
Top 30 NLP Use Cases: Comprehensive Guide - AIMultiple
Nov 19, 2024 · We compiled a comprehensive list of NLP use cases, applications, working principle and categorized them according to relevant industries and business functions. 1. Translation. One of the top use cases of natural language processing is translation.
The Impact of Prompt Engineering on Large Language Models: A Case Study …
Abstract: Large Language Models (LLMs) have demonstrated an impressive performance over a wide range of Natural Language Processing (NLP) tasks, demonstrating potential in the realms of understanding human language with great precision. In this paper, we compare a number of state-of-the-art LLMs and Prompts on how well they achieve in …
Using machine learning and natural language processing in …
5 days ago · Background Accurate triage is required for efficient allocation of resources and to decrease patients’ length of stay. Triage decisions are often subjective and vary by provider, leading to patients being over-triaged or under-triaged. This study developed machine learning models that incorporated natural language processing (NLP) to predict patient disposition. The models were assessed by ...
management system. The following case study illustrates some natural language processing (NLP) methods that can abstract and summa-rize the text data and demonstrate the utility of this approach. NLP is a subfield of artificial intelligence (AI) focused on transforming and interpretat-ing human-generated language. Contemporary
Case Study: Using Natural Language Processing for Healthcare …
Feb 24, 2020 · Manceps built a scalable, containerized data engineering system to structure their patents’ files through Natural Language Processing (NLP) to summarize the case and drastically reduced the number of hours their in-house medial team had to spend evaluating case files.
Case Study: Natural Processing Language | Houston Methodist
Natural Language Processing (NLP) is a technology that captures spoken language, interprets it and assigns an action based on the language prompt. Smartphones and smart speakers are consumer examples of NLP in action.
Use of NLP Techniques in Translation by ChatGPT: Case Study
3 days ago · Natural Language Processing: Human translators are skilled at processing and understanding natural language, taking into account the broader context, cultural implications, and the intended audience. They can adapt their translations to suit the target audience, tone, and purpose of the text.
Case Study on Natural Language Processing: Identifying and …
Explore a case study on bias in NLP. Demonstrate techniques to mitigate word embedding bias. Natural language processing is used across multiple domains, including education, employment, social media, and marketing. There are many sources of …
Natural Language Processing-Based Requirements Modeling: A Case Study …
Abstract: Natural Language Processing (NLP) aims to study various theories and methods that enable effective communication between humans and computers in natural language. One specific technique, known as Keyphrase Extraction (KPE), has achieved significant success in recent years through pre-trained Language Models (LM), particularly BERT and ...
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