History, Development, and Principles of Large Language Models-An Introductory Survey
Language models serve as a cornerstone in natural language processing (NLP), utilizing
mathematical methods to generalize language laws and knowledge for prediction and …
mathematical methods to generalize language laws and knowledge for prediction and …
A comprehensive overview of large language models
Large Language Models (LLMs) have recently demonstrated remarkable capabilities in
natural language processing tasks and beyond. This success of LLMs has led to a large …
natural language processing tasks and beyond. This success of LLMs has led to a large …
Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
A survey on large language models: Applications, challenges, limitations, and practical usage
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
Natural language processing in the era of large language models
A Zubiaga - Frontiers in Artificial Intelligence, 2024 - frontiersin.org
Since their inception in the 1980s, language models (LMs) have been around for more than
four decades as a means for statistically modeling the properties observed from natural …
four decades as a means for statistically modeling the properties observed from natural …
Position: Key Claims in LLM Research Have a Long Tail of Footnotes
A Rogers, S Luccioni - Forty-first International Conference on …, 2023 - openreview.net
Much of the recent discourse within the ML community has been centered around Large
Language Models (LLMs), their functionality and potential--yet not only do we not have a …
Language Models (LLMs), their functionality and potential--yet not only do we not have a …
A review of current trends, techniques, and challenges in large language models (llms)
R Patil, V Gudivada - Applied Sciences, 2024 - mdpi.com
Natural language processing (NLP) has significantly transformed in the last decade,
especially in the field of language modeling. Large language models (LLMs) have achieved …
especially in the field of language modeling. Large language models (LLMs) have achieved …
Olmo: Accelerating the science of language models
Language models (LMs) have become ubiquitous in both NLP research and in commercial
product offerings. As their commercial importance has surged, the most powerful models …
product offerings. As their commercial importance has surged, the most powerful models …
Mind your Language (Model): Fact-Checking LLMs and their Role in NLP Research and Practice
AS Luccioni, A Rogers - arXiv preprint arXiv:2308.07120, 2023 - arxiv.org
Much of the recent discourse within the NLP research community has been centered around
Large Language Models (LLMs), their functionality and potential--yet not only do we not …
Large Language Models (LLMs), their functionality and potential--yet not only do we not …
ALCUNA: Large language models meet new knowledge
With the rapid development of NLP, large-scale language models (LLMs) excel in various
tasks across multiple domains now. However, existing benchmarks may not adequately …
tasks across multiple domains now. However, existing benchmarks may not adequately …