Wonseok Hwang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Information Extraction

Image Generation

Document Understanding

Dependency Parsing

Top Venues

Publications

Yeeun Kim, Eunkyung Choi, Hyunjun Kim, Hongseok Oh, Hyunseo Shin, Wonseok Hwang
On the Consideration of AI Openness: Can Good Intent Be Abused? CoRR (2024)
Kyoungyeon Cho, Seungkum Han, Young Rok Choi, Wonseok Hwang
NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus. EACL (Demonstrations) (2024)
Jinu Lee, Wonseok Hwang
SymBa: Symbolic Backward Chaining for Multi-step Natural Language Reasoning. CoRR (2024)
Kyoungyeon Cho, Seungkum Han, Wonseok Hwang
NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus. CoRR (2023)
Geewook Kim, Teakgyu Hong, Moonbin Yim, JeongYeon Nam, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, Seunghyun Park
OCR-Free Document Understanding Transformer. ECCV (28) (2022)
Teakgyu Hong, Donghyun Kim, Mingi Ji, Wonseok Hwang, Daehyun Nam, Sungrae Park
BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents. AAAI (2022)
Wonseok Hwang, Saehee Eom, Hanuhl Lee, Hai Jin Park, Minjoon Seo
Data-efficient End-to-end Information Extraction for Statistical Legal Analysis. CoRR (2022)
Wonseok Hwang, Saehee Eom, Hanuhl Lee, Hai Jin Park, Minjoon Seo
Data-efficient end-to-end Information Extraction for Statistical Legal Analysis. NLLP@EMNLP (2022)
Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho, Hanuhl Lee, Minjoon Seo
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction. NeurIPS (2022)
Geewook Kim, Wonseok Hwang, Minjoon Seo, Seunghyun Park
Semi-Structured Query Grounding for Document-Oriented Databases with Deep Retrieval and Its Application to Receipt and POI Matching. CoRR (2022)
Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho, Hanuhl Lee, Minjoon Seo
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction. CoRR (2022)
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo
Spatial Dependency Parsing for Semi-Structured Document Information Extraction. ACL/IJCNLP (Findings) (2021)
Wonseok Hwang, Hyunji Lee, Jinyeong Yim, Geewook Kim, Minjoon Seo
Cost-effective End-to-end Information Extraction for Semi-structured Document Images. EMNLP (1) (2021)
Teakgyu Hong, Donghyun Kim, Mingi Ji, Wonseok Hwang, Daehyun Nam, Sungrae Park
BROS: A Layout-Aware Pre-trained Language Model for Understanding Documents. CoRR (2021)
Geewook Kim, Teakgyu Hong, Moonbin Yim, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, Seunghyun Park
Donut: Document Understanding Transformer without OCR. CoRR (2021)
Wonseok Hwang, Hyunji Lee, Jinyeong Yim, Geewook Kim, Minjoon Seo
Cost-effective End-to-end Information Extraction for Semi-structured Document Images. CoRR (2021)
Juno Hwang, Wonseok Hwang, Junghyo Jo
Tractable loss function and color image generation of multinary restricted Boltzmann machine. CoRR (2020)
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo
Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing. CoRR (2020)
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo
Spatial Dependency Parsing for 2D Document Understanding. CoRR (2020)
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo
Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing. AKBC (2020)
Wonseok Hwang, Jinyeung Yim, Seunghyun Park, Minjoon Seo
A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization. CoRR (2019)