An Empirical Study on Uncertainty Identification in Social Media Context

The UIR Uncertainty Corpus for Chinese: Annotating Chinese Microblog Corpus for Uncertainty Identification from Social Media

Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English

We highlight an important frontier in algorithmic fairness: disparity in the quality of natural language processing algorithms when applied to language from authors of different social groups. For example, current system…

Pachinko Prediction: A Bayesian method for event prediction from social media data

The combination of large open data sources with machine learning approaches presents a potentially powerful way to predict events such as protest or social unrest. However, accounting for uncertainty in such models, part…

Time-aware topic identification in social media with pre-trained language models: A case study of electric vehicles

Recent extensively competitive business environment makes companies to keep their eyes on social media, as there is a growing recognition over customer languages (e.g., needs, interests, and complaints) as source of futu…

Incorporating Dependency Trees Improve Identification of Pregnant Women on Social Media Platforms

The increasing popularity of social media lead users to share enormous information on the internet. This information has various application like, it can be used to develop models to understand or predict user behavior o…