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A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction


Jun 10, 2022
Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho, Hanuhl Lee, Minjoon Seo


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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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BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents


Sep 10, 2021
Teakgyu Hong, Donghyun Kim, Mingi Ji, Wonseok Hwang, Daehyun Nam, Sungrae Park

* 13 pages, 9 figures 

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BROS: A Layout-Aware Pre-trained Language Model for Understanding Documents


Aug 24, 2021
Teakgyu Hong, Donghyun Kim, Mingi Ji, Wonseok Hwang, Daehyun Nam, Sungrae Park

* 11 pages, 6 figures; corrected Table 10 

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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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Tractable loss function and color image generation of multinary restricted Boltzmann machine


Nov 27, 2020
Juno Hwang, Wonseok Hwang, Junghyo Jo

* NueRIPS 2020 DiffCVGP workshop paper 

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Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing


May 01, 2020
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo

* Accepted to AKBC 2020 (conference paper) 

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Spatial Dependency Parsing for 2D Document Understanding


May 01, 2020
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo


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