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Document content analysis has been a crucial research area in computer vision.
An overview of the tesseract ocr engine
Ray Smith · 2007
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Language models are few-shot learners
Tom B Brown · 2020
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Retrieval-augmented generation for knowledge-intensive nlp tasks
Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, et al · 2020
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Multilingual denoising pre-training for neural machine translation
Y Liu · 2020
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Image-based table recognition: data, model, and evaluation
Xu Zhong, Elaheh ShafieiBavani, and Antonio Jimeno Yepes · 2020
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Swin transformer: Hierarchical vision transformer using shifted windows
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, and Baining Guo · 2021
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Jiaquan Ye, Xianbiao Qi, Yelin He, Yihao Chen, Dengyi Gu, Peng Gao, and Rong Xiao · 2021
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Layoutlmv3: Pre-training for document ai with unified text and image masking
Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, and Furu Wei · 2022
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Ocr-free document understanding transformer
Geewook Kim, Teakgyu Hong, Moonbin Yim, JeongYeon Nam, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, and Seunghyun Park · 2022
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Exploring plain vision transformer backbones for object detection
Yanghao Li, Hanzi Mao, Ross Girshick, and Kaiming He · 2022
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Josh Achiam, Steven Adler, Sandhini Agarwal, Lama Ahmad, Ilge Akkaya, Florencia Leoni Aleman, Diogo Almeida, Janko Altenschmidt, Sam Altman, Shyamal Anadkat, et al · 2023
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Self-rag: Learning to retrieve, generate, and critique through self-reflection
Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi · 2023
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Nougat: Neural optical understanding for academic documents
Lukas Blecher, Guillem Cucurull, Thomas Scialom, and Robert Stojnic · 2023
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AQ Jiang, A Sablayrolles, A Mensch, C Bamford, DS Chaplot, D de las Casas, F Bressand, G Lengyel, G Lample, L Saulnier, et al · 2023
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Starcoder: may the source be with you!
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On the hidden mystery of ocr in large multimodal models
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Kosmos-2.5: A multimodal literate model
Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, et al · 2023
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mplug-docowl 1.5: Unified structure learning for ocr-free document understanding
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mplug-docowl2: High-resolution compressing for ocr-free multi-page document understanding
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alphaXiv searches the wider corpus for related work and actual follow-ups.
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OpenAI · 2023
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In-context retrieval-augmented language models
Ori Ram, Yoav Levine, Itay Dalmedigos, Dor Muhlgay, Amnon Shashua, Kevin Leyton-Brown, and Yoav Shoham · 2023
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Code llama: Open foundation models for code
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Internlm: A multilingual language model with progressively enhanced capabilities, 2023
InternLM Team · 2023
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Llama 2: Open foundation and fine-tuned chat models
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Vary: Scaling up the vision vocabulary for large vision-language models
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Docxchain: A powerful open-source toolchain for document parsing and beyond
Cong Yao · 2023
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pix2tex - latex ocr
Lukas Blecher · 2024
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Yolov10: Real-time end-to-end object detection
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Cdm: A reliable metric for fair and accurate formula recognition evaluation
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Small language model meets with reinforced vision vocabulary
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General ocr theory: Towards ocr-2.0 via a unified end-to-end model
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Internlm-math: Open math large language models toward verifiable reasoning
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