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Technical Report on Web-based Visual Corpus Construction for Visual Document Understanding


Nov 07, 2022
Donghyun Kim, Teakgyu Hong, Moonbin Yim, Yoonsik Kim, Geewook Kim


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Semi-Structured Query Grounding for Document-Oriented Databases with Deep Retrieval and Its Application to Receipt and POI Matching


Feb 23, 2022
Geewook Kim, Wonseok Hwang, Minjoon Seo, Seunghyun Park

* To appear in AAAI-22 Workshop on Knowledge Discovery from Unstructured Data in Financial Services 

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Donut: Document Understanding Transformer without OCR


Nov 30, 2021
Geewook Kim, Teakgyu Hong, Moonbin Yim, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, Seunghyun Park

* 12 pages, 6 figures 

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Revisiting Additive Compositionality: AND, OR and NOT Operations with Word Embeddings


May 18, 2021
Masahiro Naito, Sho Yokoi, Geewook Kim, Hidetoshi Shimodaira

* 11 pages, accepted by ACL-IJCNLP 2021 Student Research Workshop 

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Cost-effective End-to-end Information Extraction for Semi-structured Document Images


Apr 16, 2021
Wonseok Hwang, Hyunji Lee, Jinyeong Yim, Geewook Kim, Minjoon Seo


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Stochastic Neighbor Embedding of Multimodal Relational Data for Image-Text Simultaneous Visualization


May 02, 2020
Morihiro Mizutani, Akifumi Okuno, Geewook Kim, Hidetoshi Shimodaira

* 20 pages, 23 figures 

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What is wrong with scene text recognition model comparisons? dataset and model analysis


Apr 03, 2019
Jeonghun Baek, Geewook Kim, Junyeop Lee, Sungrae Park, Dongyoon Han, Sangdoo Yun, Seong Joon Oh, Hwalsuk Lee

* Our code will be publicly available. (https://github.com/clovaai/deep-text-recognition-benchmark

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Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities


Feb 27, 2019
Geewook Kim, Akifumi Okuno, Kazuki Fukui, Hidetoshi Shimodaira

* 15 pages, 2 figures 

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Segmentation-free compositional $n$-gram embedding


Sep 04, 2018
Geewook Kim, Kazuki Fukui, Hidetoshi Shimodaira


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