This survey article proposes a clearer view of Natural Language Reasoning (NLR) in the
field of Natural Language Processing (NLP), both conceptually and practically …

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

As the field of machine reading comprehension (MRC) continues to evolve, it is unlocking
enormous potential for its practical application. However, the currently well-performing …

ChatGPT, OpenAI's chatbot, has gained consider-able attention since its launch in
November 2022, owing to its ability to formulate articulated responses to text queries and …

Cybersecurity information is often technically complex and relayed through unstructured text,
making automation of cyber threat intelligence highly challenging. For such text domains …

Logical reasoning tasks have recently become a research hotspot in machine reading
comprehension communities. This task requires models to answer the question by extracting …

Logical fallacy uses invalid or faulty reasoning in the construction of a statement. Despite the
prevalence and harmfulness of logical fallacies, detecting and classifying logical fallacies …

Logical reasoning is a crucial factor in machine reading comprehension tasks (MRC).
Existing methods suffer from the balance between semantic and explicit logical relation …

Abstract “理解自然语言的逻辑结构和关系是机器理解的核心任务, 也是人工智能领域的关键
研究议题. 随着大数据和计算能力的提升, 预训练语言模型在逻辑推理方面取得了显著进展 …

机器阅读理解是自然语言处理领域中的核心任务之一, 该任务目标是使机器能够理解自然语言
文本, 并**确回答关于文本内容的问题. 随着自然语言处理相关方法和模型的发展 …