Reasoning, as an essential ability for complex problem-solving, can provide back-end
support for various real-world applications, such as medical diagnosis, negotiation, etc. This …

Logical reasoning is fundamental for humans yet presents a substantial challenge in the
domain of Artificial Intelligence. Initially, researchers used Knowledge Representation and …

Abstract Multimodal Argument Mining (MAM) is a recent area of research aiming to extend
argument analysis and improve discourse understanding by incorporating multiple …

Large language models (LLMs), as a particular instance of generative artificial intelligence,
have revolutionized natural language processing. In this invited paper, we argue that LLMs …

Occupational pneumoconiosis brings great difficulties to the diagnosis of professional
doctors due to its complex lung characteristics. Computer-aided diagnosis has opened up …

Natural logic reasoning has received increasing attention lately, with several datasets and
neural models proposed, though with limited success. More recently, a new class of works …

The proliferation of fake news poses a significant challenge in the digital era. Detecting false
information, especially in non-English languages, is crucial to combating misinformation …

Large language models (LLMs), such as GPT-3 and more recently Llama-2, have achieved
ever more impressive results on many natural language understanding tasks. Benchmarks …