[HTML][HTML] Summary of chatgpt-related research and perspective towards the future of large language models

Y Liu, T Han, S Ma, J Zhang, Y Yang, J Tian, H He, A Li… - Meta-Radiology, 2023 - Elsevier
This paper presents a comprehensive survey of ChatGPT-related (GPT-3.5 and GPT-4)
research, state-of-the-art large language models (LLM) from the GPT series, and their …

A survey on large language models: Applications, challenges, limitations, and practical usage

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 …

A categorical archive of chatgpt failures

A Borji - arxiv preprint arxiv:2302.03494, 2023 - arxiv.org
Large language models have been demonstrated to be valuable in different fields. ChatGPT,
developed by OpenAI, has been trained using massive amounts of data and simulates …

Is chatgpt a good nlg evaluator? a preliminary study

J Wang, Y Liang, F Meng, Z Sun, H Shi, Z Li… - arxiv preprint arxiv …, 2023 - arxiv.org
Recently, the emergence of ChatGPT has attracted wide attention from the computational
linguistics community. Many prior studies have shown that ChatGPT achieves remarkable …

Chatgpt beyond english: Towards a comprehensive evaluation of large language models in multilingual learning

VD Lai, NT Ngo, APB Veyseh, H Man… - arxiv preprint arxiv …, 2023 - arxiv.org
Over the last few years, large language models (LLMs) have emerged as the most important
breakthroughs in natural language processing (NLP) that fundamentally transform research …

Chatgpt as a factual inconsistency evaluator for text summarization

Z Luo, Q **e, S Ananiadou - arxiv preprint arxiv:2303.15621, 2023 - arxiv.org
The performance of text summarization has been greatly boosted by pre-trained language
models. A main concern of existing methods is that most generated summaries are not …

[HTML][HTML] Harnessing the power of ChatGPT for automating systematic review process: Methodology, case study, limitations, and future directions

A Alshami, M Elsayed, E Ali, AEE Eltoukhy, T Zayed - Systems, 2023 - mdpi.com
Systematic reviews (SR) are crucial in synthesizing and analyzing existing scientific
literature to inform evidence-based decision-making. However, traditional SR methods often …

" kelly is a warm person, joseph is a role model": Gender biases in llm-generated reference letters

Y Wan, G Pu, J Sun, A Garimella, KW Chang… - arxiv preprint arxiv …, 2023 - arxiv.org
Large Language Models (LLMs) have recently emerged as an effective tool to assist
individuals in writing various types of content, including professional documents such as …

Chatgpt or grammarly? evaluating chatgpt on grammatical error correction benchmark

H Wu, W Wang, Y Wan, W Jiao, M Lyu - arxiv preprint arxiv:2303.13648, 2023 - arxiv.org
ChatGPT is a cutting-edge artificial intelligence language model developed by OpenAI,
which has attracted a lot of attention due to its surprisingly strong ability in answering follow …

Extractive summarization via chatgpt for faithful summary generation

H Zhang, X Liu, J Zhang - arxiv preprint arxiv:2304.04193, 2023 - arxiv.org
Extractive summarization is a crucial task in natural language processing that aims to
condense long documents into shorter versions by directly extracting sentences. The recent …