Unsupervised learning: Difference between revisions

Content deleted Content added
Xc1181 (talk | contribs)
This addition would enhance the Wikipedia page by integrating the latest research findings into the description of unsupervised learning, specifically its application in natural language processing.
Tags: Reverted Visual edit
Undid revision 1220115160 by Xc1181 (talk) the text generalized unsupervised learning while the reference was limited to surveying research on a specifical bacteral infection and treatment
Line 41:
 
Of the networks bearing people's names, only Hopfield worked directly with neural networks. Boltzmann and Helmholtz came before artificial neural networks, but their work in physics and physiology inspired the analytical methods that were used.
 
In 2024, advancements in unsupervised learning have significantly impacted natural language processing, enabling the development of models that can understand and interpret human language without relying on labeled datasets, thus broadening the scope and effectiveness of AI in understanding complex language patterns.<ref>{{Cite journal |last=Méndez-Cruz |first=Carlos-Francisco |last2=Rodríguez-Herrera |first2=Joel |last3=Varela-Vega |first3=Alfredo |last4=Mateo-Estrada |first4=Valeria |last5=Castillo-Ramírez |first5=Santiago |date=2024-03-21 |title=Unsupervised learning and natural language processing highlight research trends in a superbug |url=https://www.frontiersin.org/articles/10.3389/frai.2024.1336071/full |journal=Frontiers in Artificial Intelligence |volume=7 |doi=10.3389/frai.2024.1336071 |issn=2624-8212 |pmc=PMC10991725 |pmid=38576460}}</ref>
 
=== History ===