Search Results for author: Jean Lee

Found 8 papers, 5 papers with code

M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding

no code implementations28 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.

document understanding Knowledge Distillation

A Survey of Large Language Models in Finance (FinLLMs)

1 code implementation4 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.

Named Entity Recognition (NER) Question Answering +4

K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment

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.

Hate Speech Detection Multi-Label Classification

FedNLP: An interpretable NLP System to Decode Federal Reserve Communications

1 code implementation11 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.

Sentiment Analysis Text Classification

Choosing Transfer Languages for Cross-Lingual Learning

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.

Cross-Lingual Transfer

Towards a General-Purpose Linguistic Annotation Backend

no code implementations13 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.


Cannot find the paper you are looking for? You can Submit a new open access paper.