Comprehensive and constructive evaluation protocols play an important role in the
development of sophisticated text-to-video (T2V) generation models. Existing evaluation …

Table fact verification aims to check the correctness of textual statements based on given
semi-structured data. Most existing methods are devoted to better comprehending logical …

Program induction is a crucial paradigm for complex question answering over knowledge
bases. In the existing learning framework, the predicted program is required to strictly align …

Complex knowledge base question answering can be achieved by converting questions into
sequences of predefined actions. However, there is a significant semantic and structural gap …

Semantic parsing aims at mapping natural language utterances into machine-interpretable
meaning representations, facilitating user accesses to knowledge bases. However …

[Objective] This paper summarizes and comments on the research methods of text semantic
parsing with neural networks in the past decade.[Coverage] With Google Scholar and CNKI …