- Install anaconda or miniconda
- Install the requirements
conda env create -f environment.yml
- SingBERT models mask-filling- BERT base and large models with pre-training finetuned on singlish corpus. Its efficacy of masked language modelling (filling up blanks or masks between words in a sentence) is demonstrated here.
- SingBERT models extractive summarization demonstrated here.
- Classification of the speaker/user of SMS messages from the NUS SMS Corpus, with the processed json data obtained from Kaggle demonstrated here.