Security and privacy challenges of large language models: A survey

BC Das, MH Amini, Y Wu - ACM Computing Surveys, 2025 - dl.acm.org
Large language models (LLMs) have demonstrated extraordinary capabilities and
contributed to multiple fields, such as generating and summarizing text, language …

Large language models for software engineering: A systematic literature review

X Hou, Y Zhao, Y Liu, Z Yang, K Wang, L Li… - ACM Transactions on …, 2024 - dl.acm.org
Large Language Models (LLMs) have significantly impacted numerous domains, including
Software Engineering (SE). Many recent publications have explored LLMs applied to …

[PDF][PDF] A survey of large language models

WX Zhao, K Zhou, J Li, T Tang… - arxiv preprint arxiv …, 2023 - paper-notes.zhjwpku.com
Ever since the Turing Test was proposed in the 1950s, humans have explored the mastering
of language intelligence by machine. Language is essentially a complex, intricate system of …

Autonomous chemical research with large language models

DA Boiko, R MacKnight, B Kline, G Gomes - Nature, 2023 - nature.com
Transformer-based large language models are making significant strides in various fields,
such as natural language processing,,,–, biology,, chemistry,–and computer programming …

Generative ai

S Feuerriegel, J Hartmann, C Janiesch… - Business & Information …, 2024 - Springer
Tom Freston is credited with saying ''Innovation is taking two things that exist and putting
them together in a new way''. For a long time in history, it has been the prevailing …

" do anything now": Characterizing and evaluating in-the-wild jailbreak prompts on large language models

X Shen, Z Chen, M Backes, Y Shen… - Proceedings of the 2024 on …, 2024 - dl.acm.org
The misuse of large language models (LLMs) has drawn significant attention from the
general public and LLM vendors. One particular type of adversarial prompt, known as …

A comprehensive survey of ai-generated content (aigc): A history of generative ai from gan to chatgpt

Y Cao, S Li, Y Liu, Z Yan, Y Dai, PS Yu… - arxiv preprint arxiv …, 2023 - arxiv.org
Recently, ChatGPT, along with DALL-E-2 and Codex, has been gaining significant attention
from society. As a result, many individuals have become interested in related resources and …

Parameter-efficient fine-tuning of large-scale pre-trained language models

N Ding, Y Qin, G Yang, F Wei, Z Yang, Y Su… - Nature Machine …, 2023 - nature.com
With the prevalence of pre-trained language models (PLMs) and the pre-training–fine-tuning
paradigm, it has been continuously shown that larger models tend to yield better …

Vision-language models for vision tasks: A survey

J Zhang, J Huang, S **, S Lu - IEEE Transactions on Pattern …, 2024 - ieeexplore.ieee.org
Most visual recognition studies rely heavily on crowd-labelled data in deep neural networks
(DNNs) training, and they usually train a DNN for each single visual recognition task …

[PDF][PDF] A prompt pattern catalog to enhance prompt engineering with chatgpt

J White, Q Fu, S Hays, M Sandborn, C Olea… - arxiv preprint arxiv …, 2023 - file.mixpaper.cn
Prompt engineering is an increasingly important skill set needed to converse effectively with
large language models (LLMs), such as ChatGPT. Prompts are instructions given to an LLM …