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A GitHub project, llm_aided_ocr, performs OCR on scanned PDFs and uses LLMs to correct and improve the extracted text.
Agata is a tool that uses AI to provide text correction and translation via keyboard shortcuts.
CSRP proposes a three-stage framework combining continual pre-training, chain-of-thought supervised fine-tuning, and reinforcement learning with an efficiency-aware reward to address over-correction in Chinese grammatical error correction, achieving state-of-the-art results on the NACGEC benchmark.