OpenAI has released the Chat Generative Pre-trained Transformer (ChatGPT) and
revolutionized the approach in artificial intelligence to human-model interaction. The first …

Transformers have revolutionized almost all natural language processing (NLP) tasks but
suffer from memory and computational complexity that scales quadratically with sequence …

Abstract Analysis of subjective texts like offensive content or hate speech is a great
challenge, especially regarding annotation process. Most of current annotation procedures …

BERT-based models are currently used for solving nearly all Natural Language Processing
(NLP) tasks and most often achieve state-of-the-art results. Therefore, the NLP community …

We study the selection of transfer languages for different Natural Language Processing
tasks, specifically sentiment analysis, named entity recognition and dependency parsing. In …

In recent years, a series of Transformer-based models unlocked major improvements in
general natural language understanding (NLU) tasks. Such a fast pace of research would …

Sentiment analysis is an important natural language processing (NLP) task due to a wide
range of applications. Most existing sentiment analysis techniques are limited to the analysis …

In this paper, we investigate whether it is possible to automatically annotate texts with
ChatGPT or generate both artificial texts and annotations for them. We prepared three …

Transformer-based language models are now widely used in Natural Language Processing
(NLP). This statement is especially true for English language, in which many pre-trained …

Currently, there is an emphasis on the role of knowledge in corporate sustainability
reporting. Europe has just published a new Directive on Corporate Sustainability Reporting …