XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser

Roberta: A robustly optimized bert pretraining approach

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Bert-based multi-head selection for joint entity-relation extraction

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Sentence-bert: Sentence embeddings using siamese bert-networks

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Docstruct: a multimodal method to extract hierarchy structure in document for general form understanding

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A probabilistic approach to printed document understanding

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Evaluation of deep convolutional nets for document image classification and retrieval

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Deep residual learning for image recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016 · 2016

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Faster r-cnn: Towards real-time object detection with region proposal networks

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Attention is all you need

Ashish Vaswani, Noam M. Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017

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Bert: Pre-training of deep bidirectional transformers for language understanding

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Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018

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Funsd: A dataset for form understanding in noisy scanned documents

Jean-Philippe Thiran Guillaume Jaume, Hazim Kemal Ekenel. 2019 · 2019

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End-to-end neural relation extraction using deep biaffine attention

Dat Quoc Nguyen and Karin Verspoor. 2019 · 2019

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Language models are unsupervised multitask learners

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Low-resource response generation with template prior

Ze Yang, Wei Wu, Jian Yang, Can Xu, and Zhoujun Li. 2019 · 2019

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An improved privacy-preserving stochastic gradient descent algorithm

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Unsupervised cross-lingual representation learning at scale

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A survey on deep learning for named entity recognition

Jing Li, Aixin Sun, Jianglei Han, and Chenliang Li. 2020 · 2020

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Improving neural machine translation with soft template prediction

Jian Yang, Shuming Ma, Dongdong Zhang, Zhoujun Li, and Ming Zhou. 2020 · 2020

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Pick: processing key information extraction from documents using improved graph learning-convolutional networks

Wenwen Yu, Ning Lu, Xianbiao Qi, Ping Gong, and Rong Xiao. 2021 · 2020

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Trie: end-to-end text reading and information extraction for document understanding

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Rethinking pre-training and self-training

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Infoxlm: An information-theoretic framework for cross-lingual language model pre-training

Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, He-Yan Huang, and Ming Zhou. 2021 · 2021

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Chatgpt for shaping the future of dentistry: the potential of multi-modal large language model

Hanyao Huang, Ou Zheng, Dongdong Wang, Jiayi Yin, Zijin Wang, Shengxuan Ding, Heng Yin, Chuan Xu, Renjie Yang, Qian Zheng, et al. 2023 · 2023

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Trocr: Transformer-based optical character recognition with pre-trained models

Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, and Furu Wei. 2023 · 2023

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Centre: A paragraph-level chinese dataset for relation extraction among enterprises

Peipei Liu, Hong Li, Zhiyu Wang, Yimo Ren, Jie Liu, Fei Lv, Hongsong Zhu, and Limin Sun. 2023 · 2023

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Geolayoutlm: Geometric pre-training for visual information extraction

Chuwei Luo, Changxu Cheng, Qi Zheng, and Cong Yao. 2023 · 2023

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Gpt-4 technical report

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OpenAI. 2023 · 2023

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