2 papers
cs.CL2025
Evaluating Robustness of LLMs in Question Answering on Multilingual Noisy OCR Data
Bhawna Piryani, Jamshid Mozafari, Abdelrahman Abdallah +2
Optical Character Recognition (OCR) plays a crucial role in digitizing historical and multilingual documents, yet OCR errors - imperfect extraction of text, including character ins…
cs.CL2024
DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization
Phan Phuong Mai Chau, Souhail Bakkali, Antoine Doucet
Abstractive summarization has made significant strides in condensing and rephrasing large volumes of text into coherent summaries. However, summarizing administrative documents pre…