A Gunjal, G Durrett - arXiv preprint arXiv:2406.20079, 2024 - arxiv.org
Automatic factuality verification of large language model (LLM) generations is becoming more and more widely used to combat hallucinations. A major point of tension in the …
V Setty - Proceedings of the 47th International ACM SIGIR …, 2024 - dl.acm.org
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 …
V Setty - Proceedings of the 47th International ACM SIGIR …, 2024 - dl.acm.org
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 …
The large and ever-increasing amount of data available on the Internet coupled with the laborious task of manual claim and fact verification has sparked the interest in the …
C Malon - arXiv preprint arXiv:2411.05762, 2024 - arxiv.org
Separating disinformation from fact on the web has long challenged both the search and the reasoning powers of humans. We show that the reasoning power of large language models …
T Braun, M Rothermel, M Rohrbach… - arXiv preprint arXiv …, 2024 - arxiv.org
The proliferation of disinformation presents a growing threat to societal trust and democracy, necessitating robust and scalable Fact-Checking systems. In this work, we present Dynamic …
N Urbani, S Modha, G Pasi - … of the Seventh Fact Extraction and …, 2024 - aclanthology.org
Fact-checking using evidences is the preferred way to tackle the issue of misinformation in the society. The democratization of information through social media has accelerated the …
Large Language Models (LLMs) have shown impressive capability in language generation and understanding, but their tendency to hallucinate and produce factually incorrect …
R Agarwal - arXiv preprint arXiv:2408.04114, 2024 - arxiv.org
This work addresses the challenge of factual consistency in text generation systems. We unify the tasks of Natural Language Inference, Summarization Evaluation, Factuality …