Empathy and Hope: Resource Transfer to Model Inter-country Social Media Dynamics

by   Clay H. Yoo, et al.

The ongoing COVID-19 pandemic resulted in significant ramifications for international relations ranging from travel restrictions, global ceasefires, and international vaccine production and sharing agreements. Amidst a wave of infections in India that resulted in a systemic breakdown of healthcare infrastructure, a social welfare organization based in Pakistan offered to procure medical-grade oxygen to assist India – a nation which was involved in four wars with Pakistan in the past few decades. In this paper, we focus on Pakistani Twitter users' response to the ongoing healthcare crisis in India. While #IndiaNeedsOxygen and #PakistanStandsWithIndia featured among the top-trending hashtags in Pakistan, divisive hashtags such as #EndiaSaySorryToKashmir simultaneously started trending. Against the backdrop of a contentious history including four wars, divisive content of this nature, especially when a country is facing an unprecedented healthcare crisis, fuels further deterioration of relations. In this paper, we define a new task of detecting supportive content and demonstrate that existing NLP for social impact tools can be effectively harnessed for such tasks within a quick turnaround time. We also release the first publicly available data set at the intersection of geopolitical relations and a raging pandemic in the context of India and Pakistan.



There are no comments yet.


page 2


Echoes through Time: Evolution of the Italian COVID-19 Vaccination Debate

Twitter is one of the most popular social media platforms in the country...

Characterizing and Comparing COVID-19 Misinformation Across Languages, Countries and Platforms

Misinformation/disinformation about COVID-19 has been rampant on social ...

Critical Impact of Social Networks Infodemic on Defeating Coronavirus COVID-19 Pandemic: Twitter-Based Study and Research Directions

News creation and consumption has been changing since the advent of soci...

Detecting East Asian Prejudice on Social Media

The outbreak of COVID-19 has transformed societies across the world as g...

Modelling transmission and control of the COVID-19 pandemic in Australia

In this paper we develop an agent-based model for a fine-grained computa...

SecureABC: Secure AntiBody Certificates for COVID-19

COVID-19 has resulted in unprecedented social distancing policies being ...
This week in AI

Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.