6 papers · 1 filter
Think Right, Not More: Test-Time Scaling for Numerical Claim Verification
Primakov Chungkham, V Venktesh, Vinay Setty +1
Fact-checking real-world claims, particularly numerical claims, is inherently complex that require multistep reasoning and numerical reasoning for verifying diverse aspects of the…
ShortCheck: Checkworthiness Detection of Multilingual Short-Form Videos
Henrik Vatndal, Vinay Setty
Short-form video platforms like TikTok present unique challenges for misinformation detection due to their multimodal, dynamic, and noisy content. We present ShortCheck, a modular,…
The CLEF-2025 CheckThat! Lab: Subjectivity, Fact-Checking, Claim Normalization, and Retrieval
Firoj Alam, Julia Maria Struß, Tanmoy Chakraborty +11
The CheckThat! lab aims to advance the development of innovative technologies designed to identify and counteract online disinformation and manipulation efforts across various lang…
FlashCheck: Exploration of Efficient Evidence Retrieval for Fast Fact-Checking
Kevin Nanekhan, Venktesh V, Erik Martin +3
The advances in digital tools have led to the rampant spread of misinformation. While fact-checking aims to combat this, manual fact-checking is cumbersome and not scalable. It is…
FactIR: A Real-World Zero-shot Open-Domain Retrieval Benchmark for Fact-Checking
Venktesh V, Vinay Setty
The field of automated fact-checking increasingly depends on retrieving web-based evidence to determine the veracity of claims in real-world scenarios. A significant challenge in t…
Annotation Tool and Dataset for Fact-Checking Podcasts
Vinay Setty, Adam James Becker
Podcasts are a popular medium on the web, featuring diverse and multilingual content that often includes unverified claims. Fact-checking podcasts is a challenging task, requiring…