Semantic Scholar Open Access 2022 108 sitasi

New meaning for NLP: the trials and tribulations of natural language processing with GPT-3 in ophthalmology

Siddharth Nath Abdullah Marie S. Ellershaw Edward Korot P. Keane

Lihat Sumber DOI

Abstrak

Natural language processing (NLP) is a subfield of machine intelligence focused on the interaction of human language with computer systems. NLP has recently been discussed in the mainstream media and the literature with the advent of Generative Pre-trained Transformer 3 (GPT-3), a language model capable of producing human-like text. The release of GPT-3 has also sparked renewed interest on the applicability of NLP to contemporary healthcare problems. This article provides an overview of NLP models, with a focus on GPT-3, as well as discussion of applications specific to ophthalmology. We also outline the limitations of GPT-3 and the challenges with its integration into routine ophthalmic care.

Topik & Kata Kunci

Medicine

Penulis (5)

Siddharth Nath

Abdullah Marie

S. Ellershaw

Edward Korot

P. Keane

Format Sitasi

APA MLA BibTeX

Nath, S., Marie, A., Ellershaw, S., Korot, E., Keane, P. (2022). New meaning for NLP: the trials and tribulations of natural language processing with GPT-3 in ophthalmology. https://doi.org/10.1136/bjophthalmol-2022-321141

Akses Cepat

Lihat di Sumber doi.org/10.1136/bjophthalmol-2022-321141

Informasi Jurnal

Tahun Terbit: 2022
Bahasa: en
Total Sitasi: 108×
Sumber Database: Semantic Scholar
DOI: 10.1136/bjophthalmol-2022-321141
Akses: Open Access ✓