PoliBERTweet: A Pre-trained Language Model for Analyzing Political Content on Twitter

1 code implementation • LREC 2022 • Kornraphop Kawintiranon, Lisa Singh

For example, BERTweet, pre-trained RoBERTa on a large amount of Twitter data, has achieved state-of-the-art results on several Twitter NLP tasks.

Language Modelling Misinformation +1

Traditional and context-specific spam detection in low resource settings

1 code implementation • Machine Learning 2022 • Kornraphop Kawintiranon, Lisa Singh

The neural network model outperforms the traditional models with an F1 score of 0. 91.

Context-specific Spam Detection F1 Score +2

Knowledge Enhanced Masked Language Model for Stance Detection

1 code implementation • NAACL 2021 • Kornraphop Kawintiranon, Lisa Singh

Detecting stance on Twitter is especially challenging because of the short length of each tweet, the continuous coinage of new terminology and hashtags, and the deviation of sentence structure from standard prose.

Language Modelling Sentence +2

Towards Automatic Comparison of Data Privacy Documents: A Preliminary Experiment on GDPR-like Laws

1 code implementation • 21 May 2021 • Kornraphop Kawintiranon, Yaguang Liu

In this paper, we investigate a simple natural language processing (NLP) approach to tackle the problem.