One small step for generative ai, one giant leap for agi: A complete survey on chatgpt in aigc era

C Zhang, C Zhang, C Li, Y Qiao, S Zheng… - arXiv preprint arXiv …, 2023 - arxiv.org
OpenAI has recently released GPT-4 (aka ChatGPT plus), which is demonstrated to be one
small step for generative AI (GAI), but one giant leap for artificial general intelligence (AGI) …

Deep learning--based text classification: a comprehensive review

S Minaee, N Kalchbrenner, E Cambria… - ACM computing …, 2021 - dl.acm.org
Deep learning--based models have surpassed classical machine learning--based
approaches in various text classification tasks, including sentiment analysis, news …

A survey on text classification: From traditional to deep learning

Q Li, H Peng, J Li, C Xia, R Yang, L Sun… - ACM Transactions on …, 2022 - dl.acm.org
Text classification is the most fundamental and essential task in natural language
processing. The last decade has seen a surge of research in this area due to the …

Knowledgeable prompt-tuning: Incorporating knowledge into prompt verbalizer for text classification

S Hu, N Ding, H Wang, Z Liu, J Wang, J Li… - arXiv preprint arXiv …, 2021 - arxiv.org
Tuning pre-trained language models (PLMs) with task-specific prompts has been a
promising approach for text classification. Particularly, previous studies suggest that prompt …

[HTML][HTML] Artificial intelligence in the creative industries: a review

N Anantrasirichai, D Bull - Artificial intelligence review, 2022 - Springer
This paper reviews the current state of the art in artificial intelligence (AI) technologies and
applications in the context of the creative industries. A brief background of AI, and …

[HTML][HTML] Covid-19 public sentiment insights and machine learning for tweets classification

J Samuel, GGMN Ali, MM Rahman, E Esawi, Y Samuel - Information, 2020 - mdpi.com
Along with the Coronavirus pandemic, another crisis has manifested itself in the form of
mass fear and panic phenomena, fueled by incomplete and often inaccurate information …

[HTML][HTML] A survey on text classification algorithms: From text to predictions

A Gasparetto, M Marcuzzo, A Zangari, A Albarelli - Information, 2022 - mdpi.com
In recent years, the exponential growth of digital documents has been met by rapid progress
in text classification techniques. Newly proposed machine learning algorithms leverage the …

[HTML][HTML] A systematic review of hate speech automatic detection using natural language processing

MS Jahan, M Oussalah - Neurocomputing, 2023 - Elsevier
With the multiplication of social media platforms, which offer anonymity, easy access and
online community formation and online debate, the issue of hate speech detection and …

A comparative study of automated legal text classification using random forests and deep learning

H Chen, L Wu, J Chen, W Lu, J Ding - Information Processing & …, 2022 - Elsevier
Automated legal text classification is a prominent research topic in the legal field. It lays the
foundation for building an intelligent legal system. Current literature focuses on international …

[HTML][HTML] Deep learning-based cost-effective and responsive robot for autism treatment

A Singh, K Raj, T Kumar, S Verma, AM Roy - Drones, 2023 - mdpi.com
Recent studies state that, for a person with autism spectrum disorder, learning and
improvement is often seen in environments where technological tools are involved. A robot …