A survey on large language model

[2303.18223] A Survey of Large Language Models - arXiv

Title:A Survey of Large Language Models ... Abstract:Language is essentially a complex, intricate system of human expressions governed by ...

[2402.06196] Large Language Models: A Survey - arXiv

Title:Large Language Models: A Survey ... Abstract:Large Language Models (LLMs) have drawn a lot of attention due to their strong performance on a ...

RUCAIBox/LLMSurvey: The official GitHub page for the survey ...

@article{LLMSurvey, title={A Survey of Large Language Models}, author={Zhao, Wayne Xin and Zhou, Kun and Li, Junyi and Tang, Tianyi and Wang, Xiaolei and ...

A survey on large language models for recommendation

This survey presents a taxonomy that categorizes these models into two major paradigms, respectively Discriminative LLM for Recommendation (DLLM4Rec) and ...

A Survey on Evaluation of Large Language Models

This paper presents a comprehensive review of these evaluation methods for LLMs, focusing on three key dimensions: what to evaluate, where to evaluate, and how ...

[PDF] Large Language Models: A Survey | Semantic Scholar

This paper reviews some of the most prominent LLMs, including three popular LLM families (GPT, LLaMA, PaLM), and discusses their ...

NiuTrans/ABigSurveyOfLLMs: A collection of 150+ surveys on LLMs

A Survey of LLM Surveys ... Large language models (LLMs) are making sweeping advances across many fields of artificial intelligence. As a result, research ...

A Survey of Large Language Models for Graphs - ACM Digital Library

Recently, Large Language Models (LLMs) have gained attention in natural language processing. They excel in language comprehension and ...

A survey on large language model based autonomous agents

Recently, through the acquisition of vast amounts of Web knowledge, large language models (LLMs) have shown potential in human-level ...

A Survey on Large Language Models: Applications, Challenges ...

Within the vast expanse of computerized language processing, a revolutionary entity known as Large Language Models (LLMs) has emerged, wielding immense ...

A Comprehensive Survey of Large Language Models (LLMs)

A comprehensive survey of large language models (LLMs). This is probably the most comprehensive survey of all things related to LLMs.

A survey on large language model (LLM) security and privacy

This paper explores the intersection of LLMs with security and privacy. Specifically, we investigate how LLMs positively impact security and privacy.

Efficient Large Language Models: A Survey | OpenReview

Large Language Models (LLMs) have demonstrated remarkable capabilities in important tasks such as natural language understanding and language generation, ...

[PDF] A Survey on Large Language Model based Autonomous Agents

This paper discusses the construction of LLM-based autonomous agents, proposing a unified framework that encompasses much of previous work, and presents a ...

Bias and Fairness in Large Language Models: A Survey

We present a comprehensive survey of bias evaluation and mitigation techniques for LLMs. We first consolidate, formalize, and expand notions of social bias and ...

ACM SIGKDD 2024: A Survey of Large Language Models for ...

This tutorial is designed to be valuable for both researchers aiming to pioneer new LLM4Graph solutions and industry professionals seeking to apply these ...

(PDF) A Survey of Large Language Models - ResearchGate

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 ...

A Survey on Large Language Model based Autonomous Agents

In this paper, we present a comprehensive survey of these studies, delivering a systematic review of the field of LLM-based autonomous agents from a holistic ...

Large Language Models Meet NL2Code: A Survey - ACL Anthology

The task of generating code from a natural language description, or NL2Code, is considered a pressing and significant challenge in code intelligence. Thanks to ...

Large Language Models for Time Series: A Survey - IJCAI

Large Language Models (LLMs) have seen signif- icant use in domains such as natural language pro- cessing and computer vision. Going beyond text,.