Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval

no code implementations • Findings (EMNLP) 2021 • Nattapol Trijakwanich, Peerat Limkonchotiwat, Raheem Sarwar, Wannaphong Phatthiyaphaibun, Ekapol Chuangsuwanich, Sarana Nutanong

Cross-lingual Sentence Retrieval (CLSR) aims at retrieving parallel sentence pairs that are translations of each other from a multilingual set of comparable documents.

Machine Translation Retrieval +4

Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble

1 code implementation • EMNLP 2020 • Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich, Sarana Nutanong

Like many Natural Language Processing tasks, Thai word segmentation is domain-dependent.

Domain Adaptation Ensemble Learning +2

Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation

1 code implementation • Findings (ACL) 2021 • Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich, Sarana Nutanong

Thai Word Segmentation

WangchanLion and WangchanX MRC Eval

1 code implementation • 24 Mar 2024 • Wannaphong Phatthiyaphaibun, Surapon Nonesung, Patomporn Payoungkhamdee, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Jitkapat Sawatphol, Chompakorn Chaksangchaichot, Ekapol Chuangsuwanich, Sarana Nutanong

Our model is based on SEA-LION and a collection of instruction following datasets.

Instruction Following Machine Reading Comprehension

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.

Thai Wav2Vec2.0 with CommonVoice V8

1 code implementation • 9 Aug 2022 • Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong

However, most of these ASR models are available in English; only a minority of the models are available in Thai.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

LaoNLP: Lao language Natural Language Processing

1 code implementation • Zenodo 2022 • Wannaphong Phatthiyaphaibun

LaoNLP, the Lao language Natural Language Processing Toolkit, is an open-source tool for doing natural language processing pipelines with the Lao language in Python programming language.