2023 EMNLP EMNLP 2023

Legal NLP Meets MiCAR: Advancing the Analysis of Crypto White Papers

Abstract

AbstractIn the rapidly evolving field of crypto assets, white papers are essential documents for investor guidance, and are now subject to unprecedented content requirements under the European Unionโ€™s Markets in Crypto-Assets Regulation (MiCAR). Natural Language Processing (NLP) can serve as a powerful tool for both analyzing these documents and assisting in regulatory compliance. This paper delivers two contributions to the topic. First, we survey existing applications of textual analysis to unregulated crypto asset white papers, uncovering a research gap that could be bridged with interdisciplinary collaboration. We then conduct an analysis of the changes introduced by MiCAR, highlighting the opportunities and challenges of integrating NLP within the new regulatory framework. The findings set the stage for further research, with the potential to benefit regulators, crypto asset issuers, and investors.

๐ŸŒ‰ Interdisciplinary Bridge โ€” Interdisciplinary and Natural Language Processing
๐Ÿ“ˆ Trend Setter โ€” Digital Humanities
๐Ÿงญ Keyword Pioneer โ€” crypto white paper
๐Ÿ Cross-Pollinator โ€” Artificial Intelligence, Computer Science, Computer Vision, Deep Learning, Interdisciplinary, Machine Learning, Natural Language Processing, Security & Privacy, Speech & Audio