GRAEL: An Agent-Based Evolutionary Computing Approach for Natural Language Grammar Development
Abstract
This paper describes an agent-based evolutionary computing technique called GRAEL (Grammar Evolution), that is able to perform different natural language grammar optimization and induction tasks. Two different instantiations of the GRAEL- environment are described in this paper: in GRAEL- 1 large annotated corpora are used to bootstrap grammatical structure in a society of agents, who engage in a series of communicative attempts, during which they redistribute grammatical information to reflect useful statistics for the task of parsing.
Cite
Text
De Pauw. "GRAEL: An Agent-Based Evolutionary Computing Approach for Natural Language Grammar Development." International Joint Conference on Artificial Intelligence, 2003.Markdown
[De Pauw. "GRAEL: An Agent-Based Evolutionary Computing Approach for Natural Language Grammar Development." International Joint Conference on Artificial Intelligence, 2003.](https://mlanthology.org/ijcai/2003/pauw2003ijcai-grael/)BibTeX
@inproceedings{pauw2003ijcai-grael,
title = {{GRAEL: An Agent-Based Evolutionary Computing Approach for Natural Language Grammar Development}},
author = {De Pauw, Guy},
booktitle = {International Joint Conference on Artificial Intelligence},
year = {2003},
pages = {823-832},
url = {https://mlanthology.org/ijcai/2003/pauw2003ijcai-grael/}
}