3 papers
cs.CL2026
CommunityFact: A Dynamic, Multilingual, Multi-domain Benchmark for Misinformation Detection in the Wild
Sahajpreet Singh, Insyirah Mujtahid, Min-Yen Kan +1
Misinformation verification increasingly occurs in public, fast-moving, and multilingual online settings, where static benchmarks provide an incomplete measure of model reliability…
cs.CL2026
GitSearch: Enhancing Community Notes Generation with Gap-Informed Targeted Search
Sahajpreet Singh, Kokil Jaidka, Min-Yen Kan
Community-based moderation offers a scalable alternative to centralized fact-checking, yet it faces significant structural challenges, and existing AI-based methods fail in "cold s…
cs.CV2026
Labels or Input? Rethinking Augmentation in Multimodal Hate Detection
Sahajpreet Singh, Kokil Jaidka, Subhayan Mukerjee
Online hate remains a significant societal challenge, especially as multimodal content enables subtle, culturally grounded, and implicit forms of harm. Hateful memes embed hostilit…