PROMPT ENGINEERING: REVOLUTIONIZING NATURAL LANGUAGE PROCESSING

Natural Language Processing (NLP) has undergone a revolution with the emergence of large language models (LLMs) like GPT and BERT. Prompt engineering, the art of crafting effective inputs to guide LLMs, has become a cornerstone of modern NLP applications. This paper explores how prompt engineering is streamlining NLP processes, revolutionizing industries such as banking, and addressing the inherent risks associated with generative AI. Through practical examples and a discussion of potential pitfalls, we offer strategies for mitigating challenges and maximizing the benefits of prompt engineering in NLP.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-10-15
DOI
https://doi.org/10.5281/zenodo.13933393
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

PROMPT ENGINEERING: REVOLUTIONIZING NATURAL LANGUAGE PROCESSING

Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Healthcare and Education
article

PROMPT ENGINEERING: REVOLUTIONIZING NATURAL LANGUAGE PROCESSING

article en

Abstract

Natural Language Processing (NLP) has undergone a revolution with the emergence of large language models (LLMs) like GPT and BERT. Prompt engineering, the art of crafting effective inputs to guide LLMs, has become a cornerstone of modern NLP applications. This paper explores how prompt engineering is streamlining NLP processes, revolutionizing industries such as banking, and addressing the inherent risks associated with generative AI. Through practical examples and a discussion of potential pitfalls, we offer strategies for mitigating challenges and maximizing the benefits of prompt engineering in NLP.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 66%
Artificial Intelligence in Healthcare and Education
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PROMPT ENGINEERING: REVOLUTIONIZING NATURAL LANGUAGE PROCESSING · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS