Factuality challenges in the era of large language models and opportunities for fact-checking

I Augenstein, T Baldwin, M Cha… - Nature Machine …, 2024 - nature.com
The emergence of tools based on large language models (LLMs), such as OpenAI's
ChatGPT and Google's Gemini, has garnered immense public attention owing to their …

Lessons from the Use of Natural Language Inference (NLI) in Requirements Engineering Tasks

M Fazelnia, V Koscinski, S Herzog… - arXiv preprint arXiv …, 2024 - arxiv.org
We investigate the use of Natural Language Inference (NLI) in automating requirements
engineering tasks. In particular, we focus on three tasks: requirements classification …

Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs

MA Manzoor, Y Wang, M Wang, P Nakov - arXiv preprint arXiv:2406.11250, 2024 - arxiv.org
Empathy plays a pivotal role in fostering prosocial behavior, often triggered by the sharing of
personal experiences through narratives. However, modeling empathy using NLP …

Semantic Textual Similarity Analysis of Clinical Text in the Era of LLM

Y Feng - 2024 IEEE Conference on Artificial Intelligence (CAI), 2024 - ieeexplore.ieee.org
Semantic textual similarity analysis finds its practical usage in many real-world natural
language processing applications, including clinical and biomedical settings. Many …