PyThaiNLP: Thai Natural Language Processing in Python

1 code implementation • 7 Dec 2023 • Wannaphong Phatthiyaphaibun, Korakot Chaovavanich, Charin Polpanumas, Arthit Suriyawongkul, Lalita Lowphansirikul, Pattarawat Chormai, Peerat Limkonchotiwat, Thanathip Suntorntip, Can Udomcharoenchaikit

It provides a wide range of software, models, and datasets for Thai language.

Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces

no code implementations • 30 Dec 2022 • Pattarawat Chormai, Jan Herrmann, Klaus-Robert Müller, Grégoire Montavon

Explanations often take the form of a heatmap identifying input features (e. g. pixels) that are relevant to the model's decision.

Syllable-based Neural Thai Word Segmentation

no code implementations • COLING 2020 • Pattarawat Chormai, Ponrawee Prasertsom, Jin Cheevaprawatdomrong, Attapol Rutherford

Word segmentation is a challenging pre-processing step for Thai Natural Language Processing due to the lack of explicit word boundaries. The previous systems rely on powerful neural network architecture alone and ignore linguistic substructures of Thai words.

Segmentation Thai Word Segmentation

AttaCut: A Fast and Accurate Neural Thai Word Segmenter

1 code implementation • 16 Nov 2019 • Pattarawat Chormai, Ponrawee Prasertsom, Attapol Rutherford

Word segmentation is a fundamental pre-processing step for Thai Natural Language Processing.

Thai Word Segmentation