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

KS Kalyan - Natural Language Processing Journal, 2023 - 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 …

Factuality challenges in the era of large language models and opportunities for fact-checking

I Augenstein, T Baldwin, M Cha… - Nature Machine …, 2024 - nature.com
The emergence of tools based on large language models (LLMs), such as OpenAI's
ChatGPT and Google's Gemini, has garnered immense public attention owing to their …

Low-resource languages jailbreak gpt-4

ZX Yong, C Menghini, SH Bach - arXiv preprint arXiv:2310.02446, 2023 - arxiv.org
AI safety training and red-teaming of large language models (LLMs) are measures to
mitigate the generation of unsafe content. Our work exposes the inherent cross-lingual …

M4: Multi-generator, multi-domain, and multi-lingual black-box machine-generated text detection

Y Wang, J Mansurov, P Ivanov, J Su… - arXiv preprint arXiv …, 2023 - arxiv.org
Large language models (LLMs) have demonstrated remarkable capability to generate fluent
responses to a wide variety of user queries. However, this has also raised concerns about …

Having beer after prayer? measuring cultural bias in large language models

T Naous, MJ Ryan, A Ritter, W Xu - arXiv preprint arXiv:2305.14456, 2023 - arxiv.org
As the reach of large language models (LMs) expands globally, their ability to cater to
diverse cultural contexts becomes crucial. Despite advancements in multilingual …

Multilingual large language model: A survey of resources, taxonomy and frontiers

L Qin, Q Chen, Y Zhou, Z Chen, Y Li, L Liao… - arXiv preprint arXiv …, 2024 - arxiv.org
Multilingual Large Language Models are capable of using powerful Large Language
Models to handle and respond to queries in multiple languages, which achieves remarkable …

Typhoon: Thai large language models

K Pipatanakul, P Jirabovonvisut, P Manakul… - arXiv preprint arXiv …, 2023 - arxiv.org
Typhoon is a series of Thai large language models (LLMs) developed specifically for the
Thai language. This technical report presents challenges and insights in developing Thai …

LAraBench: Benchmarking Arabic AI with Large Language Models

A Abdelali, H Mubarak, SA Chowdhury… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent advancements in Large Language Models (LLMs) have significantly influenced the
landscape of language and speech research. Despite this progress, these models lack …

Larabench: Benchmarking arabic ai with large language models

A Abdelali, H Mubarak, S Chowdhury… - Proceedings of the …, 2024 - aclanthology.org
Abstract Recent advancements in Large Language Models (LLMs) have significantly
influenced the landscape of language and speech research. Despite this progress, these …

LLMeBench: A flexible framework for accelerating llms benchmarking

F Dalvi, M Hasanain, S Boughorbel, B Mousi… - arXiv preprint arXiv …, 2023 - arxiv.org
The recent development and success of Large Language Models (LLMs) necessitate an
evaluation of their performance across diverse NLP tasks in different languages. Although …