Natural Language Processing and Connectionism

小行星9201987 这是一个为期三年的连续奖项的第三年资助，以研究以下四个问题：（1）混合符号/亚符号架构的自然语言处理，（2）支持传统结构以及这些结构中的模糊性的表征方案的开发和研究，（3）对M. Marcus在创建循环网络时需要从句子中提取信息，同时处理从左到右的信息，以及（4）各种确定性，连接主义处理系统的泛化能力。 这些问题被认为是实验在一个家庭的演示系统正在开发中。 这些演示系统的组织超出了语法的考虑。

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.