[2303.18223] A Survey of Large Language Models - arXiv.org
Mar 31, 2023 · In this survey, we review the recent advances of LLMs by introducing the background, key findings, and mainstream techniques. In particular, we focus on four major …
[2402.06196] Large Language Models: A Survey - arXiv.org
Feb 9, 2024 · In this paper, we review some of the most prominent LLMs, including three popular LLM families (GPT, LLaMA, PaLM), and discuss their characteristics, contributions and …
[2501.09686] Towards Large Reasoning Models: A Survey of …
Jan 16, 2025 · In this survey, we present a comprehensive review of recent progress in LLM reasoning. We begin by introducing the foundational background of LLMs and then explore the …
GitHub - RUCAIBox/LLMSurvey: The official GitHub page for the survey …
We will explore the effect of different types of instructions in fine-tuning LLMs (i.e., 7B LLaMA26), as well as examine the usefulness of several instruction improvement strategies.
HqWu-HITCS/Awesome-LLM-Survey - GitHub
This repo aims to record survey of LLM, including instruction tuning, human alignment, LLM agent, hallucination, multi-modal, etc. We strongly encourage the researchers that want to …
A Survey of LLM Surveys - GitHub
Given the significant growth in LLM-related papers, this work compiles surveys on LLMs to provide a comprehensive overview of the field. Most of these surveys have been published or …
A Survey on Evaluation of Large Language Models
Jan 23, 2024 · This paper presents the first survey to give a comprehensive overview of the evaluation on LLMs from three aspects: what to evaluate, how to evaluate, and where to …
LLM Survey Report - MLOps Community
Our community has plunged into the depths of this fast-evolving field to bring you a comprehensive analysis. This report explores the diverse applications of LLMs, the challenges …
Survey: 52% of U.S. adults now use AI large language models like ...
3 days ago · Moreover, Hispanic adults (66%) and Black adults (57%) are more likely than White adults (47%) to be LLM users. The other major trend captured in the survey is the extent to …
[PDF] Large Language Models: A Survey | Semantic Scholar
Feb 9, 2024 · In this paper, we review some of the most prominent LLMs, including three popular LLM families (GPT, LLaMA, PaLM), and discuss their characteristics, contributions and …