Papers by Thao Tran
Machine Translated Text Detection Through Text Similarity with Round-Trip Translation (2021.naacl-main)
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| Challenge: | Existing detectors for translating texts fail to detect a text from a strange translator . Existing methods for detection of translated texts use text structure and complex words to detect translations . |
| Approach: | They propose a detector using text similarity with round-trip translation (TSRT) TSRT achieves 86.9% accuracy in detecting a translated text from a strange translator . Existing detectors have been built around a specific translator but fail to detect a translation from skeptics . |
| Outcome: | Existing detectors fail to detect translated texts from a strange translator . a detector achieves 86.9% accuracy in detecting a translated text from skeptic translators . |
CAMIO: A Corpus for OCR in Multiple Languages (2022.lrec-1)
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| Challenge: | CAMIO is a corpus of 70,000 images of machine printed text for optical character recognition (OCR) it covers 35 languages across 24 unique scripts. |
| Approach: | CAMIO is a corpus of annotated multilingual images for optical character recognition . the corpus includes nearly 70,000 images of machine printed text . |
| Outcome: | The corpus includes nearly 70,000 images of machine printed text . most images have been exhaustively annotated for text localization . |