4 citations · 7 across the 6 of their papers we have counts for
7 papers
Towards Robust Numerical Claim Verification
Peter Røysland Aarnes, Vinay Setty
Large language models (LLMs) are widely used for claim verification, yet remain brittle for numerical reasoning: even small changes in value can sharply degrade accuracy. We show t…
NumPert: Numerical Perturbations to Probe Language Models for Veracity Prediction
Peter Røysland Aarnes, Vinay Setty
Large language models show strong performance on knowledge intensive tasks such as fact-checking and question answering, yet they often struggle with numerical reasoning. We presen…
IAI Group at CheckThat! 2024: Transformer Models and Data Augmentation for Checkworthy Claim Detection
Peter Røysland Aarnes, Vinay Setty, Petra Galuščáková
This paper describes IAI group's participation for automated check-worthiness estimation for claims, within the framework of the 2024 CheckThat! Lab "Task 1: Check-Worthiness Estim…
QuestGen: Effectiveness of Question Generation Methods for Fact-Checking Applications
Ritvik Setty, Vinay Setty
Verifying fact-checking claims poses a significant challenge, even for humans. Recent approaches have demonstrated that decomposing claims into relevant questions to gather evidenc…
FactCheck Editor: Multilingual Text Editor with End-to-End fact-checking
Vinay Setty
We introduce 'FactCheck Editor', an advanced text editor designed to automate fact-checking and correct factual inaccuracies. Given the widespread issue of misinformation, often a…
PKG API: A Tool for Personal Knowledge Graph Management
Nolwenn Bernard, Ivica Kostric, Weronika Łajewska +4
Personal knowledge graphs (PKGs) offer individuals a way to store and consolidate their fragmented personal data in a central place, improving service personalization while maintai…
Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models
Vinay Setty
In this paper, we explore the challenges associated with establishing an end-to-end fact-checking pipeline in a real-world context, covering over 90 languages. Our real-world exper…