1 code implementation • FNP (COLING) 2020 • Pei-Wei Kao, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
In order to provide an explanation of machine learning models, causality detection attracts lots of attention in the artificial intelligence research community.
no code implementations • EMNLP (ACL) 2021 • Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
In this tutorial, we will show where we are and where we will be to those researchers interested in this topic.
no code implementations • EMNLP 2021 • Ting-Wei Hsu, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
Both the issues of data deficiencies and semantic consistency are important for data augmentation.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +1
1 code implementation • 23 Oct 2023 • Wei-Lin Chen, Cheng-Kuang Wu, Hsin-Hsi Chen, Chung-Chi Chen
In this paper, we address the hallucination problem commonly found in natural language generation tasks.
1 code implementation • 4 Sep 2023 • Jian-Tao Huang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
Headline generation, a key task in abstractive summarization, strives to condense a full-length article into a succinct, single line of text.
1 code implementation • 7 Feb 2023 • Sin-Han Yang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
Fake news and misinformation spread rapidly on the Internet.
no code implementations • 13 Nov 2022 • Chung-Chi Chen, Hiroya Takamura, Hsin-Hsi Chen
Making our research results positively impact on society and environment is one of the goals our community has been pursuing recently.
no code implementations • EACL 2021 • Yi-Ting Liou, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
Textual information extraction is a typical research topic in the NLP community.
no code implementations • 5 May 2020 • Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
Opinion mining is a prevalent research issue in many domains.
no code implementations • 4 May 2020 • Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
Financial Technology (FinTech) is one of the worldwide rapidly-rising topics in the past five years according to the statistics of FinTech from Google Trends.
no code implementations • LREC 2020 • Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
In this paper, we investigate the annotation of financial social media data from several angles.
1 code implementation • ACL 2019 • Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen
In this paper, we attempt to answer the question of whether neural network models can learn numeracy, which is the ability to predict the magnitude of a numeral at some specific position in a text description.
no code implementations • 14 Sep 2018 • Chung-Chi Chen, Hen-Hsen Huang, Yow-Ting Shiue, Hsin-Hsi Chen
Numerals that contain much information in financial documents are crucial for financial decision making.
no code implementations • SEMEVAL 2017 • Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
Short length, multi-targets, target relation-ship, monetary expressions, and outside reference are characteristics of financial tweets.