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 …

Multimodal misinformation on online social platforms is becoming a critical concern due to
increasing credibility and easier dissemination brought by multimedia content, compared to …

ABSTRACT Processing Natural Language using machines is not a new concept. Back in
1940 researchers estimated the importance of a machine that could translate one language …

Multi-step reasoning instruction, such as chain-of-thought prompting, is widely adopted to
explore better language models (LMs) performance. We report on the systematic strategy …

In recent times, the demand for transparency and accountability in AI-driven decisions has
intensified, particularly in high-stakes domains like finance and bio-medicine. This focus on …

Abstract Logic-based Knowledge Graphs (KGs) and Knowledge Representation and
Reasoning (KRR) have emerged as fundamental methodologies in many data-intensive …

Humans are not defined by a single means of communication: language, style, expression,
body posture, emotion and attitude all contribute to the mix that makes communicating …