no code implementations • 2 Aug 2024 • Yihao Ding, Jean Lee, Soyeon Caren Han
In response to the growing demands and rapid developments in Visually Rich Document Understanding (VRDU), this paper provides a comprehensive review of deep learning-based VRDU frameworks.
no code implementations • 21 May 2024 • Michael Gechter, Keisuke Hirano, Jean Lee, Mahreen Mahmud, Orville Mondal, Jonathan Morduch, Saravana Ravindran, Abu S. Shonchoy
Policy decisions often depend on evidence generated elsewhere.
1 code implementation • 28 Feb 2024 • Yihao Ding, Lorenzo Vaiani, Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero
This paper presents a groundbreaking multimodal, multi-task, multi-teacher joint-grained knowledge distillation model for visually-rich form document understanding.
1 code implementation • 4 Feb 2024 • Jean Lee, Nicholas Stevens, Soyeon Caren Han, Minseok Song
This survey provides a comprehensive overview of FinLLMs, including their history, techniques, performance, and opportunities and challenges.
2 code implementations • 23 Jan 2023 • Jean Lee, Hoyoul Luis Youn, Josiah Poon, Soyeon Caren Han
There has been growing interest in applying NLP techniques in the financial domain, however, resources are extremely limited.
Emotion Classification
Multivariate Time Series Forecasting
+2
1 code implementation • COLING 2022 • Jean Lee, Taejun Lim, Heejun Lee, Bogeun Jo, Yangsok Kim, HeeGeun Yoon, Soyeon Caren Han
Online hate speech detection has become an important issue due to the growth of online content, but resources in languages other than English are extremely limited.
1 code implementation • 11 Jun 2021 • Jean Lee, Hoyoul Luis Youn, Nicholas Stevens, Josiah Poon, Soyeon Caren Han
The Federal Reserve System (the Fed) plays a significant role in affecting monetary policy and financial conditions worldwide.
no code implementations • Findings (ACL) 2021 • Henry Weld, Guanghao Huang, Jean Lee, Tongshu Zhang, Kunze Wang, Xinghong Guo, Siqu Long, Josiah Poon, Soyeon Caren Han
Accompanying the dataset is a thorough in-game toxicity analysis, which provides comprehensive understanding of context at utterance, token, and dual levels.
1 code implementation • ACL 2019 • Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell, Graham Neubig
Cross-lingual transfer, where a high-resource transfer language is used to improve the accuracy of a low-resource task language, is now an invaluable tool for improving performance of natural language processing (NLP) on low-resource languages.
no code implementations • 13 Dec 2018 • Graham Neubig, Patrick Littell, Chian-Yu Chen, Jean Lee, Zirui Li, Yu-Hsiang Lin, Yuyan Zhang
In this extended abstract, we describe the beginnings of a new project that will attempt to ease this language documentation process through the use of natural language processing (NLP) technology.