Second, there are no accepted tasks and benchmarks to evaluate the progress of Hebrew PLMs on.
Ranked #1 on Named Entity Recognition on NEMO-Corpus (token,test)
Named Entity Recognition (NER) is a fundamental NLP task, commonly formulated as classification over a sequence of tokens.
Ranked #2 on Named Entity Recognition on NEMO-Corpus (token,test)
It has been exactly a decade since the first establishment of SPMRL, a research initiative unifying multiple research efforts to address the peculiar challenges of Statistical Parsing for Morphologically-Rich Languages (MRLs). Here we reflect on parsing MRLs in that decade, highlight the solutions and lessons learned for the architectural, modeling and lexical challenges in the pre-neural era, and argue that similar challenges re-emerge in neural architectures for MRLs.