14 search results - page 1 / 3 » A Constructive Approach to Parsing with Neural Networks - Th... |
AI
2002
Springer
13 years 4 months ago
2002
Springer
The concept of Dynamic Neural Networks (DNN) is a new approach within the Neural Network paradigm, which is based on the dynamic construction of Neural Networks during the processi...
ACL
1998
13 years 5 months ago
1998
We present a connectionist architecture and demonstrate that it can learn syntactic parsing from a corpus of parsed text. The architecture can represent syntactic constituents, an...
ISNN
2007
Springer
13 years 10 months ago
2007
Springer
Abstract. Inspired on psycholinguistics and neuroscience, a symbolicconnectionist hybrid system called θ-Pred (Thematic Predictor for natural language) is proposed, designed to re...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
— This paper argues that connectionist systems are a good approach to implement a speech understanding computational model. In this direction, we propose SUM, a Speech Understand...
EMNLP
2006
13 years 5 months ago
2006
We propose a general method for reranker construction which targets choosing the candidate with the least expected loss, rather than the most probable candidate. Different approac...