no code implementations • 16 Apr 2024 • Tunazzina Islam, Dan Goldwasser
The widespread use of social media has led to a surge in popularity for automated methods of analyzing public opinion.
no code implementations • 15 Mar 2024 • Tunazzina Islam, Dan Goldwasser
Furthermore, this method efficiently maps the text and the newly discovered themes, enhancing our understanding of the thematic nuances in social media messaging.
no code implementations • 8 May 2023 • Maria Leonor Pacheco, Tunazzina Islam, Lyle Ungar, Ming Yin, Dan Goldwasser
Experts across diverse disciplines are often interested in making sense of large text collections.
1 code implementation • 6 May 2023 • Tunazzina Islam, Ruqi Zhang, Dan Goldwasser
Climate change is the defining issue of our time, and we are at a defining moment.
1 code implementation • 19 Oct 2022 • Tunazzina Islam, Shamik Roy, Dan Goldwasser
Social media platforms are currently the main channel for political messaging, allowing politicians to target specific demographics and adapt based on their reactions.
1 code implementation • 18 Oct 2022 • Tunazzina Islam, Dan Goldwasser
In the age of social media, where billions of internet users share information and opinions, the negative impact of pandemics is not limited to the physical world.
1 code implementation • NAACL 2022 • Maria Leonor Pacheco, Tunazzina Islam, Monal Mahajan, Andrey Shor, Ming Yin, Lyle Ungar, Dan Goldwasser
The Covid-19 pandemic has led to infodemic of low quality information leading to poor health decisions.
1 code implementation • 20 Aug 2021 • Tunazzina Islam, Dan Goldwasser
Social media platforms provide convenient means for users to participate in multiple online activities on various contents and create fast widespread interactions.
1 code implementation • 7 Apr 2021 • Tunazzina Islam, Dan Goldwasser
Multiview representation learning of data can help construct coherent and contextualized users' representations on social media.
no code implementations • 17 Dec 2020 • Tunazzina Islam, Dan Goldwasser
Leveraging social media data to understand people's lifestyle choices is an exciting domain to explore but requires a multiview formulation of the data.
no code implementations • 5 Dec 2020 • Tunazzina Islam, Dan Goldwasser
Although yoga is a multi-component practice to hone the body and mind and be known to reduce anxiety and depression, there is still a gap in understanding people's emotional state related to yoga in social media.
no code implementations • 15 Jun 2019 • Tunazzina Islam
We need to mine the data to explore hidden patterns or unknown correlations, find out the dominant topic in data and understand people's interest through the discussions.
no code implementations • 24 May 2019 • Tunazzina Islam
Since most machine learning models provide no explanations for the predictions, their predictions are obscure for the human.