Grammatical vs Spelling Error Correction: An Investigation into the Responsiveness of Transformer-based Language Models using BART and MarianMT

arXiv:2403.16655v1 Announce Type: new
Abstract: Text continues to remain a relevant form of representation for information. Text documents are created either in digital native platforms or through the conversion of other media files such as images and speech. While the digital native text is invariably obtained through physical or virtual keyboards, technologies such as OCR and speech recognition are utilized to transform the images and speech signals into text content. All these variety of mechanisms of text generation also introduce …

abstract arxiv bart conversion cs.cl digital documents error error correction files form images information investigation language language models media platforms representation speech text through transformer type