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Check out the documentation for more information.

BalMorph V2

Balochi morphological analyzer (lemma via edit-script rules + per-attribute FEATS heads), fine-tuned from shahbakhsh/BalBERT.

Test results (word-disjoint split, single evaluation)

  • Lemma accuracy: 0.8333
  • Unseen-word lemma accuracy: 0.8333
  • Morphological macro F1: 0.4184
  • Complete FEATS exact-match accuracy: 0.1667
  • Joint (lemma AND FEATS correct) accuracy: 0.1578

Comparison with V1

Metric V1 V2
Lemma Accuracy 0.0032 0.8333
Morph Macro F1 0.539 0.4184
Complete FEATS Accuracy 0.2335 0.1667

Attributes modeled: AdpType, Aspect, Case, Definite, Degree, Gender, Mood, NumType, Number, Person, Polarity, PronType, Reflex, Tense, VerbForm, Voice

See FINAL_REPORT.txt for full methodology, dataset audit, and limitations.

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