More than one hundred benchmarks have been developed to test the commonsense
knowledge and commonsense reasoning abilities of artificial intelligence (AI) systems …

Commonsense reasoning and commonsense knowledge in artificial intelligence Page 1 92
COMMUNICATIONS OF THE ACM | SEPTEMBER 2015 | VOL. 58 | NO. 9 review articles DOI:10.1145/2701413 …

Recent progress in deep learning is essentially based on a “big data for small tasks”
paradigm, under which massive amounts of data are used to train a classifier for a single …

SenticNet is the knowledge base which the sentic computing framework leverages on for
concept-level sentiment analysis. This chapter illustrates how such a resource is built. In …

Deep reinforcement learning (DRL) brings the power of deep neural networks to bear on the
generic task of trial-and-error learning, and its effectiveness has been convincingly …

Handbook of Knowledge Representation describes the essential foundations of Knowledge
Representation, which lies at the core of Artificial Intelligence (AI). The book provides an up …

In this book common sense computing techniques are further developed and applied to
bridge the semantic gap between word-level natural language data and the concept-level …

In an era of social media and connectivity, web users are becoming increasingly
enthusiastic about interacting, sharing, and working together through online collaborative …

Artificial Intelligence of the next generation needs to interact with users socially, convincing
them in its ability to understand human minds, including emotions. For this to happen, an …

While large language models (LLMs), such as GPT-3, appear to be robust and general, their
reasoning ability is not at a level to compete with the best models trained for specific natural …