Hello, I'm Hanh Tran 🔥

I am an NLP Engineer at Arkhn.

I got my Ph.D. diploma in the Cotuelle program between La Rochelle University, France, and Jožef Stefan Institute, Slovenia supervised by Prof. Antoine Doucet and Assist. Prof. Senja Pollak. Previously, I worked as a Data Scientist at Samsung SDSV.

My research interests are natural language processing and machine learning, information extraction, low-resourced languages, generative AI, and large-scale language models.

L3I++ at SemEval-2023 Task 2: Prompting for Multilingual Complex NER

Carlos-Emiliano González-Gallardo, Hanh Thi Hong Tran, Nancy Girdhar, Emanuela Boros, Jose G Moreno, Antoine Doucet

Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023)

We develop methods to detect semantic ambiguous and complex entities in short and low-context settings of Complex NER using three different prompt-based approaches.

Ensembling transformers for cross-domain automatic term extraction

Hanh Thi Hong Tran, Matej Martinc, Andraz Pelicon, Antoine Doucet, Senja Pollak

International Conference on Asian Digital Libraries (ICADL, 2022)

We propose a comparative study on the predictive power of Transformers at extracting single- and multi-word terms in a multilingual cross-domain setting with and without ensembling approaches.

Can cross-domain term extraction benefit from cross-lingual transfer?

Hanh Thi Hong Tran, Matej Martinc, Antoine Doucet, Senja Pollak

International Conference on Discovery Science (DS, 2022)

We evaluate the abilities of cross-lingual and multilingual versus monolingual learning in the cross-domain to automatic term extraction.