4 papers
Real-World Challenges in Fake News Detection: Dealing with Posts by Cold Users
Sai Keerthana Karnam, Abhirup Kundu, Jashn Arora +2
Social media serves as a primary source of information in the current digital era. Many people consume a vast range of information in a very short span, yet, amidst the stream of g…
Enhancing reasoning accuracy in large language models during inference time
Vinay Sharma, Manish Jain
Large Language Models (LLMs) often exhibit strong linguistic abilities while remaining unreliable on multi-step reasoning tasks, particularly when deployed without additional train…
Reasoning-Guided Claim Normalization for Noisy Multilingual Social Media Posts
Manan Sharma, Arya Suneesh, Manish Jain +7
We address claim normalization for multilingual misinformation detection - transforming noisy social media posts into clear, verifiable statements across 20 languages. The key cont…
Topo Goes Political: TDA-Based Controversy Detection in Imbalanced Reddit Political Data
Arvindh Arun, Karuna K Chandra, Akshit Sinha +4
The detection of controversial content in political discussions on the Internet is a critical challenge in maintaining healthy digital discourse. Unlike much of the existing litera…