Natural Language Processing and Connectionism

[9201987] Kwasny这是一项为期三年的持续奖励的第三年资助，该奖励旨在调查以下四个问题：(1)使用混合符号/子符号架构处理自然语言；(2)支持传统结构和这些结构中的歧义的表征方案的发展和研究；(3)对M. Marcus在创建循环网络中的决定论假设的挑战，该网络要求在从左到右处理时从句子中提取信息；联结主义处理系统。这些问题在正在开发的一系列示范系统中进行了实验研究。这些演示系统的组织超出了语法考虑。

9201987 Kwasny This is the third year funding of a three year continuing award to investigate the following four issues: (1) the processing of natural language with hybrid symbolic/subsymbolic architectures, (2) the development and study of representational schemes that support both traditional structures as well as ambiguity within those structures, (3) a challenge to the determinism hypothesis of M. Marcus in creating recurrent networks that require information to be extracted from the sentence while processing left-to-right, and (4) the generalization capbilities of various deterministic, connectionist processing systems. These issues are considered experimentally in a family of demonstration systems under development. The organization of these demonstration systems is extended beyond syntactical considerations.