Overview of the FinNLP-2022 ERAI Task: Evaluating the Rationales of Amateur Investors
Journal
FinNLP 2022 - 4th Workshop on Financial Technology and Natural Language Processing, Proceedings of the Workshop
ISBN
9781959429104
Date Issued
2022-01-01
Author(s)
Abstract
This paper provides an overview of the shared task, Evaluating the Rationales of Amateur Investors (ERAI), in FinNLP-2022 at EMNLP-2022. This shared task aims to sort out investment opinions that would lead to higher profit from social platforms. We obtained 19 registered teams; 9 teams submitted their results for final evaluation, and 8 teams submitted papers to share their methods. The discussed directions are various: prompting, fine-tuning, translation system comparison, and tailor-made neural network architectures. We provide details of the task settings, data statistics, participants' results, and fine-grained analysis.
Type
conference paper