Wonseok Hwang

According to our database, Wonseok Hwang authored at least 17 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On the Consideration of AI Openness: Can Good Intent Be Abused?

Yeeun Kim, Eunkyung Choi, Hyunjun Kim, Hongseok Oh, Hyunseo Shin, Wonseok Hwang

CoRR, 2024

SymBa: Symbolic Backward Chaining for Multi-step Natural Language Reasoning.

Jinu Lee, Wonseok Hwang

CoRR, 2024

NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus.

Kyoungyeon Cho, Seungkum Han, Young Rok Choi, Wonseok Hwang

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus.

Kyoungyeon Cho, Seungkum Han, Wonseok Hwang

CoRR, 2023

2022

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

Geewook Kim, Wonseok Hwang, Minjoon Seo, Seunghyun Park

CoRR, 2022

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

Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho, Hanuhl Lee, Minjoon Seo

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

OCR-Free Document Understanding Transformer.

Geewook Kim, Teakgyu Hong, Moonbin Yim, JeongYeon Nam, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, Seunghyun Park

Proceedings of the Computer Vision - ECCV 2022, 2022

Data-efficient end-to-end Information Extraction for Statistical Legal Analysis.

Wonseok Hwang, Saehee Eom, Hanuhl Lee, Hai Jin Park, Minjoon Seo

Proceedings of the Natural Legal Language Processing Workshop, 2022

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

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

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Donut: Document Understanding Transformer without OCR.

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

CoRR, 2021

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

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

CoRR, 2021

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

Wonseok Hwang, Hyunji Lee, Jinyeong Yim, Geewook Kim, Minjoon Seo

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Spatial Dependency Parsing for Semi-Structured Document Information Extraction.

Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

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

Juno Hwang, Wonseok Hwang, Junghyo Jo

CoRR, 2020

Spatial Dependency Parsing for 2D Document Understanding.

Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo

CoRR, 2020

Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing.

Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

2019

A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization.

Wonseok Hwang, Jinyeung Yim, Seunghyun Park, Minjoon Seo

CoRR, 2019