Peking: Profiling Syntactic Tree Parsing Techniques for Semantic Graph Parsing

Yantao Du, Fan Zhang, Weiwei Sun, Xiaojun Wan
2014 Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014)  
Using the SemEval-2014 Task 8 data, we profile the syntactic tree parsing techniques for semantic graph parsing. In particular, we implement different transitionbased and graph-based models, as well as a parser ensembler, and evaluate their effectiveness for semantic dependency parsing. Evaluation gauges how successful data-driven dependency graph parsing can be by applying existing techniques.
doi:10.3115/v1/s14-2080 dblp:conf/semeval/DuZSW14 fatcat:hiwtjhlxjjfxbcwks7dxjiy3wq