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cs.CV2024
SynthDoc: Bilingual Documents Synthesis for Visual Document Understanding
Chuanghao Ding, Xuejing Liu, Wei Tang +5
This paper introduces SynthDoc, a novel synthetic document generation pipeline designed to enhance Visual Document Understanding (VDU) by generating high-quality, diverse datasets…
cs.CL2024
Mixed Preference Optimization: Reinforcement Learning with Data Selection and Better Reference Model
Qi Gou, Cam-Tu Nguyen
Large Language Models (LLMs) have become increasingly popular due to their ability to process and generate natural language. However, as they are trained on massive datasets of tex…