[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 …

Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects

MU Hadi, R Qureshi, A Shah, M Irfan, A Zafar… - Authorea …, 2023 - techrxiv.org
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

Aligning large language models with human: A survey

Y Wang, W Zhong, L Li, F Mi, X Zeng, W Huang… - arxiv preprint arxiv …, 2023 - arxiv.org
Large Language Models (LLMs) trained on extensive textual corpora have emerged as
leading solutions for a broad array of Natural Language Processing (NLP) tasks. Despite …

Foundational challenges in assuring alignment and safety of large language models

U Anwar, A Saparov, J Rando, D Paleka… - arxiv preprint arxiv …, 2024 - arxiv.org
This work identifies 18 foundational challenges in assuring the alignment and safety of large
language models (LLMs). These challenges are organized into three different categories …

On llms-driven synthetic data generation, curation, and evaluation: A survey

L Long, R Wang, R **ao, J Zhao, X Ding… - arxiv preprint arxiv …, 2024 - arxiv.org
Within the evolving landscape of deep learning, the dilemma of data quantity and quality has
been a long-standing problem. The recent advent of Large Language Models (LLMs) offers …

A multinational study on the factors influencing university students' attitudes and usage of ChatGPT

M Abdaljaleel, M Barakat, M Alsanafi, NA Salim… - Scientific Reports, 2024 - nature.com
Artificial intelligence models, like ChatGPT, have the potential to revolutionize higher
education when implemented properly. This study aimed to investigate the factors …

When search engine services meet large language models: visions and challenges

H **ong, J Bian, Y Li, X Li, M Du… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Combining Large Language Models (LLMs) with search engine services marks a significant
shift in the field of services computing, opening up new possibilities to enhance how we …

Analyzing and mitigating cultural hallucinations of commercial language models in turkish

Y Boztemir, N Çalışkan - Authorea Preprints, 2024 - techrxiv.org
In an era where artificial intelligence is increasingly interfacing with diverse cultural contexts,
the ability of language models to accurately represent and adapt to these contexts is of …

Towards natural language-guided drones: GeoText-1652 benchmark with spatial relation matching

M Chu, Z Zheng, W Ji, T Wang, TS Chua - European Conference on …, 2024 - Springer
Navigating drones through natural language commands remains challenging due to the
dearth of accessible multi-modal datasets and the stringent precision requirements for …

[PDF][PDF] Implementing retrieval-augmented generation (rag) for large language models to build confidence in traditional chinese medicine

X Su, Y Gu - 2024 - files.osf.io
Many English-speaking individuals exhibit skepticism regarding the efficacy of traditional
Chinese medicine (TCM), a bias often embedded in the training data of language models …