Punctuation Prediction for Polish Texts using Transformers
Jakub Pokrywka · Annals of Computer Science and Information Systems · 2023
Speech recognition systems typically output text lacking punctuation.However, punctuation is crucial for written text comprehension.To tackle this problem, Punctuation Prediction models are developed.This paper describes a solution for Poleval 2022 Task 1: Punctuation Prediction for Polish Texts, which scores 71.44 Weighted F1.The method utilizes a single HerBERT model finetuned to the competition data and an external dataset.