[HTML][HTML] A survey of GPT-3 family large language models including ChatGPT and GPT-4

KS Kalyan - Natural Language Processing Journal, 2024 - Elsevier
Large language models (LLMs) are a special class of pretrained language models (PLMs)
obtained by scaling model size, pretraining corpus and computation. LLMs, because of their …

A bibliometric review of large language models research from 2017 to 2023

L Fan, L Li, Z Ma, S Lee, H Yu, L Hemphill - ACM Transactions on …, 2024 - dl.acm.org
Large language models (LLMs), such as OpenAI's Generative Pre-trained Transformer
(GPT), are a class of language models that have demonstrated outstanding performance …

A systematic study and comprehensive evaluation of ChatGPT on benchmark datasets

MTR Laskar, MS Bari, M Rahman… - arxiv preprint arxiv …, 2023 - arxiv.org
The development of large language models (LLMs) such as ChatGPT has brought a lot of
attention recently. However, their evaluation in the benchmark academic datasets remains …

ChatGPT in education: A discourse analysis of worries and concerns on social media

L Li, Z Ma, L Fan, S Lee, H Yu, L Hemphill - Education and Information …, 2024 - Springer
The rapid advancements in generative AI models present new opportunities in the education
sector. However, it is imperative to acknowledge and address the potential risks and …

Social media analytics for business-to-business marketing

R Agnihotri, KA Bakeshloo, S Mani - Industrial Marketing Management, 2023 - Elsevier
Organizations continue to incorporate social media analytics into their routines to improve
their performance outcomes. However, industrial marketing literature is lagging in that it has …

Generative ai for cyber security: Analyzing the potential of chatgpt, dall-e and other models for enhancing the security space

S Sai, U Yashvardhan, V Chamola, B Sikdar - IEEE access, 2024 - ieeexplore.ieee.org
This research paper intends to provide real-life applications of Generative AI (GAI) in the
cybersecurity domain. The frequency, sophistication and impact of cyber threats have …

Hate speech detection in social media: Techniques, recent trends, and future challenges

A Rawat, S Kumar, SS Samant - Wiley Interdisciplinary Reviews …, 2024 - Wiley Online Library
Abstract The realm of Natural Language Processing and Text Mining has seen a surge in
interest from researchers in hate speech detection, leading to an increase in related studies …

Nphardeval: Dynamic benchmark on reasoning ability of large language models via complexity classes

L Fan, W Hua, L Li, H Ling, Y Zhang - arxiv preprint arxiv:2312.14890, 2023 - arxiv.org
Complex reasoning ability is one of the most important features of current LLMs, which has
also been leveraged to play an integral role in complex decision-making tasks. Therefore …

Adapting large language models for content moderation: Pitfalls in data engineering and supervised fine-tuning

H Ma, C Zhang, H Fu, P Zhao, B Wu - arxiv preprint arxiv:2310.03400, 2023 - arxiv.org
Nowadays, billions of people engage in communication and express their opinions on the
internet daily. Unfortunately, not all of these expressions are friendly or compliant, making …

Moderating new waves of online hate with chain-of-thought reasoning in large language models

N Vishwamitra, K Guo, FT Romit… - … IEEE Symposium on …, 2024 - ieeexplore.ieee.org
Online hate is an escalating problem that negatively impacts the lives of Internet users, and
is also subject to rapid changes due to evolving events, resulting in new waves of online …