3 papers
cs.CL2026
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…
cs.CL2025
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…
cs.SI2025
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…