Search Results for author: Charin Polpanumas

Found 5 papers, 3 papers with code

Thai Universal Dependency Treebank

no code implementations13 May 2024 Panyur Sriwirote, Wei Qi Leong, Charin Polpanumas, Santhawat Thanyawong, William Chandra Tjhi, Wirote Aroonmanakun, Attapol T. Rutherford

Automatic dependency parsing of Thai sentences has been underexplored, as evidenced by the lack of large Thai dependency treebanks with complete dependency structures and the lack of a published systematic evaluation of state-of-the-art models, especially transformer-based parsers.

Dependency Parsing

WangchanBERTa: Pretraining transformer-based Thai Language Models

2 code implementations24 Jan 2021 Lalita Lowphansirikul, Charin Polpanumas, Nawat Jantrakulchai, Sarana Nutanong

However, for a relatively low-resource language such as Thai, the choices of models are limited to training a BERT-based model based on a much smaller dataset or finetuning multi-lingual models, both of which yield suboptimal downstream performance.

Language Modelling Sentence +2

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