PaddleOCR-VL: Boosting Multilingual Document Parsing via a 0.9B Ultra-Compact Vision-Language Model Authors: Cheng Cui, Ting Sun, Suyin Liang, Tingquan Gao, et al. (PaddlePaddle Team, Baidu Inc.)...

FLAN: Finetuned Language Models Are Zero-Shot Learners Authors: Jason Wei, Maarten Bosma, Vincent Y. Zhao, Kelvin Guu, et al. (Google Research) 1. 문제 정의 핵심 문제 범용 LLM이 학습 때 보지 못한 새로운 task를, 예시 없...

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation Authors: Xuanle Zhao, Xianzhen Luo, Qi Shi, Chi Chen, Shuo Wang, Wanxiang Che, Zhiyuan Liu, Maosong Sun (Tsinghua...

Matryoshka Representation Learning (MRL) Authors: Aditya Kusupati, Gantavya Bhatt, Aniket Rege, Matthew Wallingford, Aditya Sinha, Vivek Ramanujan, William Howard-Snyder, Kaifeng Chen, Sham Kakade...

Unified Learning-to-Rank for Multi-Channel Retrieval in Large-Scale E-Commerce Search Authors: Aditya Gaydhani, Guangyue Xu, Dhanush Kamath, Ankit Singh, Alex Li (Target Corporation) — arXiv 2602....

Breaking the SFT Plateau: Multimodal Structured Reinforcement Learning for Chart-to-Code Generation Authors: Lei Chen, Xuanle Zhao, Zhixiong Zeng, Jing Huang, Liming Zheng, Yufeng Zhong, Lin Ma (M...

Beyond Human Annotation: Recent Advances in Data Generation Methods for Document Intelligence Authors: Dehao Ying, Fengchang Yu, Haihua Chen, Changjiang Jiang, Yurong Li, Wei Lu (Wuhan University,...

Multimodal OCR: Parse Anything from Documents Authors: Handong Zheng, Yumeng Li, Kaile Zhang, Liang Xin … Yuliang Liu, Xiang Bai (Huazhong University of Science and Technology, Xiaohongshu hi lab)...

OCR-free Document Understanding Transformer Authors: Geewook Kim, Teakgyu Hong, Moonbin Yim, Jeongyeon Nam, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, Seunghyun Park (N...

Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining Authors: Raghuveer Thirukovalluru, Rui Meng, Ye Liu, Karthikeyan K, Mingyi Su, Ping Nie, Semih Yavuz, Yingbo Zhou, We...