Corpus ID: 222140932

A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration

@inproceedings{Shmidman2020ANC,
  title={A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration},
  author={Avi Shmidman and Joshua Guedalia and Shaltiel Shmidman and Moshe Koppel and Reut Tsarfaty},
  booktitle={EMNLP},
  year={2020}
}

Avi Shmidman, Joshua Guedalia, +2 authors Reut Tsarfaty

Published in EMNLP 2020

Computer Science

One of the primary tasks of morphological parsers is the disambiguation of homographs. Particularly difficult are cases of unbalanced ambiguity, where one of the possible analyses is far more frequent than the others. In such cases, there may not exist sufficient examples of the minority analyses in order to properly evaluate performance, nor to train effective classifiers. In this paper we address the issue of unbalanced morphological ambiguities in Hebrew. We offer a challenge set for Hebrew… CONTINUE READING

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