Search Results for author: Dan Bareket

Found 3 papers, 2 papers with code

Neural Modeling for Named Entities and Morphology (NEMO^2)

3 code implementations30 Jul 2020 Dan Bareket, Reut Tsarfaty

Named Entity Recognition (NER) is a fundamental NLP task, commonly formulated as classification over a sequence of tokens.

Named Entity Recognition NER

From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)?

no code implementations ACL 2020 Reut Tsarfaty, Dan Bareket, Stav Klein, Amit Seker

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.

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