TRAN Thi Hong Hanh

🇻🇳 Nationality: Vietnamese 🎓 Google Scholar

🏠 Address: La Rochelle, France 🔗 Github

🧑‍🎓 Titles: Ph.D. student 🕸️ Website

🗺️ Languages: Vietnamese, English, French ✉️ thi.tran@univ-lr.fr

Work Experience

2020-2021: Data Scientist and Consultant at 3T JSC, Vietnam
- Built solutions for internal & external products, including:
  - Developed innovative solutions for both internal and external products.
  - Spearheaded the design and implementation of a Credit Scoring System, successfully deployed in a major bank and two fintech companies in Vietnam
  - Engineered the Barem KPI system, evaluating the call quality and content in call centers.
2019–2020: Data Scientist at Samsung SDSV, Vietnam
- Contributed to the development of the Brightics AI core product by building the Brightics Law feature.
  - Pioneered the classification of standard contracts based on provided contract formats from Samsung.
  - Implemented cutting-edge techniques for extracting crucial entities within contracts.
  - Successfully classified Provision/Benefit types in adherence to Vietnamese laws.

Teaching Experience

[1] Pre-Machine Learning [2] Foundation of Deep Learning classes [3]ChatGPT for everyone [4] Build applications with OpenAI

[1] Python for Data Analysis [2] Python for Machine Learning & Deep Learning

[1] Computer Science classes [2] Summer schools

Education

2021-Now: Ph.D. Student - cotutelle doctoral program between La Rochelle University, France, and Jozef Stefan Institute, Slovenia.
- Topic: Cross-lingual cross-domain terminology extraction on less-resourced languages
2021-2023: Master of Science, Financial Engineering - WorldQuant University, USA,
2017-2021: Master of Science - double-diploma program between the University of Science and Technology in Hanoi, Vietnam, and the University of Montpellier, France.

Publication

González-Gallardo, Carlos-Emiliano, et al. "L3I++ at SemEval-2023 Task 2: Prompting for Multilingual Complex Named Entity Recognition." Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023). 2023.
Tran, Hanh Thi Hong, et al. "Ensembling transformers for cross-domain automatic term extraction." International Conference on Asian Digital Libraries. Cham: Springer International Publishing, 2022.
Tran, Hanh Thi Hong, et al. "Can cross-domain term extraction benefit from cross-lingual transfer?." International Conference on Discovery Science. Cham: Springer Nature Switzerland, 2022.
Hanh, Tran Thi Hong, et al. "Named entity recognition architecture combining contextual and global features." International Conference on Asian Digital Libraries. Cham: Springer International Publishing, 2021.

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