Universal constituency treebanking and parsing: A pilot study

Jianling Li, Meishan Zhang, Jianrong Wang, Min Zhang, Yue Zhang

Abstract: Highlights•Unified and converted treebanks to expand universal constituency parsing coverage.•Language adapters boost parsing for low-resource languages in multilingual settings.•XLMR-based parsers outperform others across models and multilingual benchmarks.