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We propose value retrieval with arbitrary queries for form-like documents to reduce human effort of processing forms.
A density-based algorithm for discovering clusters in large spatial databases with noise
Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu, et al. 1996 · 1996
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Building a test collection for complex document information processing
David Lewis, Gady Agam, Shlomo Argamon, Ophir Frieder, David Grossman, and Jefferson Heard. 2006 · 2006
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Layoutlmv2: Multi-modal pre-training for visually-rich document understanding
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, et al. 2020a · 2012
Earlier work this paper cites.
Funsd: A dataset for form understanding in noisy scanned documents
Guillaume Jaume, Hazim Kemal Ekenel, and Jean-Philippe Thiran. 2019 · 2019
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Attend, copy, parse end-to-end information extraction from documents
Rasmus Berg Palm, Florian Laws, and Ole Winther. 2019 · 2019
Cited alongside, same era.
Representation learning for information extraction from form-like documents
Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata, James Bradley Wendt, Qi Zhao, and Marc Najork. 2020 · 2020
Cited alongside, same era.
Docformer: End-to-end transformer for document understanding
Srikar Appalaraju, Bhavan Jasani, Bhargava Urala Kota, Yusheng Xie, and R Manmatha. 2021 · 2021
Cited alongside, same era.
Layoutlm: Pre-training of text and layout for document image understanding
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, and Ming Zhou. 2020b
Cited in the paper.
A span extraction approach for information extraction on visually-rich documents
Tuan-Anh D Nguyen, Hieu M Vu, Nguyen Hong Son, and Minh-Tien Nguyen. 2021 · 2021
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Robustness evaluation of transformer-based form field extractors via form attacks
Le Xue, Mingfei Gao, Zeyuan Chen, Caiming Xiong, and Ran Xu. 2021 · 2021
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Field extraction from forms with unlabeled data
Mingfei Gao, Zeyuan Chen, Nikhil Naik, Kazuma Hashimoto, Caiming Xiong, and Ran Xu. 2022 · 2022
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