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Abubakar Sadiq Muhammad · Simona Frenda · Gavin Abercrombie
Counterspeech offers a way to tackle harmful content online without restricting freedom of expression. This work explores counterspeech generation using small language models (SLMs) as lightweight and cost-effective alternatives to large language models. We evaluate SLMs ranging from 100 million...
Usman Naseem · Robert Geislinger · Juan Ren · Sarah Kohail · Rudy Alexandro Garrido Veliz · P Sam Sahil · Yiran Zhang · Idris Abdulmumin · Marco Antonio Stranisci · Özge Alacam · Cengiz Acarturk · Aisha Jabr · Saba Anwar · Abinew Ali Ayele · Simona Frenda · Alessandra Teresa Cignarella · Elena Tutubalina · Oleg Rogov · Aung Kyaw Htet · Xintong Wang · Surendrabikram Thapa · Kritesh Rauniyar · Tanmoy Chakraborty · MD Arfeen Zeeshan · Dheeraj Kodati · Satya Keerthi · Sahar Moradizeyveh · Firoj Alam · Md Arid Hasan · Syed Ishtiaque Ahmed · Ye Kyaw Thu · Shantipriya Parida · Ihsan Ayyub Qazi · Lilian Diana Awuor Wanzare · Nelson Odhiambo Onyango · Clemencia Siro · Jane Wanjiru Kimani · Ibrahim Said Ahmad · Adem Chanie Ali · Martin Semmann · Chris Biemann · Shamsuddeen Hassan Muhammad · Seid Muhie Yimam
Online polarization poses a growing challenge for democratic discourse, yet most computational social science research remains monolingual, culturally narrow, or event-specific. We introduce POLAR, a multilingual, multicultural, and multi-event dataset with over 110K instances in 22 languages dra...