Introduction

HowiseAI International Co., LTD. (formerly AI Clerk International Co., LTD.) is a provider of AI technology research, development, and consulting services. Most members of the HowiseAI team hail from the the Computational Intelligence Technology Center of the Industrial Technology Research Institute (ITRI) and possess deep expertise in artificial intelligence—particularly in natural language processing (NLP), machine learning, text mining, and optical character recognition. Our IT team has over 25 years of in-depth knowledge and hands-on experience in NLP. Our achievements have been recognized in numerous domestic and international competitions, including:2023 AI GOOD-Judges' Recognition Award,  2022 and 2021 City Data Reality Competition -Three Awards, 2021 National Innovation Award - Enterprise Innovation Award, 2021 AiGO Competition - Outstanding performance among 231 teams, 2018 IT Month - Golden Award Winner & Top 100 I.T. Innovative Elites (from ~400 ICT products), 2017IJCNLP Task 4 - First Place, 2016AESW - Second Place (only behind Harvard), 2016 SemEval - Second Place . HowiseAI is committed to developing cutting-edge AI—especially NLP—to provide R&D and consulting services that help the henterprise address key operational challenges.