Paper: Two stage constraint based hybrid approach to free word order language dependency parsing

ACL ID W09-3812
Title Two stage constraint based hybrid approach to free word order language dependency parsing
Venue International Conference on Parsing Technologies
Session Main Conference
Year 2009
Authors

The paper describes the overall design of a new two stage constraint based hybrid ap- proach to dependency parsing. We define the two stages and show how different grammatical construct are parsed at appro- priate stages. This division leads to selec- tive identification and resolution of specif- ic dependency relations at the two stages. Furthermore, we show how the use of hard constraints and soft constraints helps us build an efficient and robust hybrid parser. Finally, we evaluate the imple- mented parser on Hindi and compare the results with that of two data driven depen- dency parsers.