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verb_id
stringclasses
5 values
translation
stringclasses
5 values
pronoun
stringclasses
10 values
person
int64
1
3
number
stringclasses
2 values
gender
stringclasses
3 values
tense
stringclasses
8 values
subtype
nullclasses
3 values
form
stringlengths
3
13
iri
ser/existir/estar/haber
Nec
1
sg
neuter
preterito
null
edjig
iri
ser/existir/estar/haber
Cek
2
sg
masc
preterito
null
tedjid
iri
ser/existir/estar/haber
Cem
2
sg
fem
preterito
null
tedjid
iri
ser/existir/estar/haber
Netta
3
sg
masc
preterito
null
yedja
iri
ser/existir/estar/haber
Nettat
3
sg
fem
preterito
null
tedja
iri
ser/existir/estar/haber
Neccin
1
pl
neuter
preterito
null
nedja
iri
ser/existir/estar/haber
Kenniw
2
pl
masc
preterito
null
tedjam
iri
ser/existir/estar/haber
Kennint
2
pl
fem
preterito
null
tedjamt
iri
ser/existir/estar/haber
Nitnin
3
pl
masc
preterito
null
edjan
iri
ser/existir/estar/haber
Nitenti
3
pl
fem
preterito
null
edjant
iri
ser/existir/estar/haber
Nec
1
sg
neuter
presente_intensivo
null
ttirig
iri
ser/existir/estar/haber
Cek
2
sg
masc
presente_intensivo
null
ttirid
iri
ser/existir/estar/haber
Cem
2
sg
fem
presente_intensivo
null
ttirid
iri
ser/existir/estar/haber
Netta
3
sg
masc
presente_intensivo
null
ttiri
iri
ser/existir/estar/haber
Nettat
3
sg
fem
presente_intensivo
null
ttiri
iri
ser/existir/estar/haber
Neccin
1
pl
neuter
presente_intensivo
null
ntiri
iri
ser/existir/estar/haber
Kenniw
2
pl
masc
presente_intensivo
null
ttirim
iri
ser/existir/estar/haber
Kennint
2
pl
fem
presente_intensivo
null
ttirimt
iri
ser/existir/estar/haber
Nitnin
3
pl
masc
presente_intensivo
null
ttirin
iri
ser/existir/estar/haber
Nitenti
3
pl
fem
presente_intensivo
null
ttirint
iri
ser/existir/estar/haber
Nec
1
sg
neuter
futuro
null
ad irig
iri
ser/existir/estar/haber
Cek
2
sg
masc
futuro
null
a tirid
iri
ser/existir/estar/haber
Cem
2
sg
fem
futuro
null
a tirid
iri
ser/existir/estar/haber
Netta
3
sg
masc
futuro
null
ad yiri
iri
ser/existir/estar/haber
Nettat
3
sg
fem
futuro
null
a tiri
iri
ser/existir/estar/haber
Neccin
1
pl
neuter
futuro
null
a niri
iri
ser/existir/estar/haber
Kenniw
2
pl
masc
futuro
null
a tirim
iri
ser/existir/estar/haber
Kennint
2
pl
fem
futuro
null
a tirimt
iri
ser/existir/estar/haber
Nitnin
3
pl
masc
futuro
null
ad irin
iri
ser/existir/estar/haber
Nitenti
3
pl
fem
futuro
null
ad irint
iri
ser/existir/estar/haber
Cek
2
sg
masc
imperativo_perfecto
null
iri
iri
ser/existir/estar/haber
Cem
2
sg
fem
imperativo_perfecto
null
iri
iri
ser/existir/estar/haber
Kenniw
2
pl
masc
imperativo_perfecto
null
irim
iri
ser/existir/estar/haber
Kennint
2
pl
fem
imperativo_perfecto
null
irimt
iri
ser/existir/estar/haber
Cek
2
sg
masc
imperativo_intensivo
null
ttiri
iri
ser/existir/estar/haber
Cem
2
sg
fem
imperativo_intensivo
null
ttiri
iri
ser/existir/estar/haber
Kenniw
2
pl
masc
imperativo_intensivo
null
ttirimt
iri
ser/existir/estar/haber
Kennint
2
pl
fem
imperativo_intensivo
null
ttirimt
iri
ser/existir/estar/haber
Cek
2
sg
masc
imperativo_prohibitivo
null
war ttiri
iri
ser/existir/estar/haber
Cem
2
sg
fem
imperativo_prohibitivo
null
war ttiri
iri
ser/existir/estar/haber
Kenniw
2
pl
masc
imperativo_prohibitivo
null
war ttirimt
iri
ser/existir/estar/haber
Kennint
2
pl
fem
imperativo_prohibitivo
null
war ttirimt
aqqa
estar (ubicaciΓ³n/estado presente)
Nec
1
sg
neuter
presente_simple
null
aqqa-i
aqqa
estar (ubicaciΓ³n/estado presente)
Cek
2
sg
masc
presente_simple
null
aqqa-cek
aqqa
estar (ubicaciΓ³n/estado presente)
Cem
2
sg
fem
presente_simple
null
aqqa-cem
aqqa
estar (ubicaciΓ³n/estado presente)
Netta
3
sg
masc
presente_simple
null
aqqa-t
aqqa
estar (ubicaciΓ³n/estado presente)
Nettat
3
sg
fem
presente_simple
null
aqqa-t
aqqa
estar (ubicaciΓ³n/estado presente)
Neccin
1
pl
neuter
presente_simple
null
aqqa-neΙ£
aqqa
estar (ubicaciΓ³n/estado presente)
Kenniw
2
pl
masc
presente_simple
null
aqqa-kenniw
aqqa
estar (ubicaciΓ³n/estado presente)
Kennint
2
pl
fem
presente_simple
null
aqqa-kennint
aqqa
estar (ubicaciΓ³n/estado presente)
Nitnin
3
pl
masc
presente_simple
null
aqqa-ten
aqqa
estar (ubicaciΓ³n/estado presente)
Nitenti
3
pl
fem
presente_simple
null
aqqa-tent
ttuga
estar (ubicaciΓ³n/estado pasado)
Nec
1
sg
neuter
pasado_simple
null
ttuΙ£a-i
ttuga
estar (ubicaciΓ³n/estado pasado)
Cek
2
sg
masc
pasado_simple
null
ttuΙ£a-cek
ttuga
estar (ubicaciΓ³n/estado pasado)
Cem
2
sg
fem
pasado_simple
null
ttuΙ£a-cem
ttuga
estar (ubicaciΓ³n/estado pasado)
Netta
3
sg
masc
pasado_simple
null
ttuΙ£a-t
ttuga
estar (ubicaciΓ³n/estado pasado)
Nettat
3
sg
fem
pasado_simple
null
ttuΙ£a-t
ttuga
estar (ubicaciΓ³n/estado pasado)
Neccin
1
pl
neuter
pasado_simple
null
ttuΙ£a-neΙ£
ttuga
estar (ubicaciΓ³n/estado pasado)
Kenniw
2
pl
masc
pasado_simple
null
ttuΙ£a-kenniw
ttuga
estar (ubicaciΓ³n/estado pasado)
Kennint
2
pl
fem
pasado_simple
null
ttuΙ£a-kennint
ttuga
estar (ubicaciΓ³n/estado pasado)
Nitnin
3
pl
masc
pasado_simple
null
ttuΙ£a-ten
ttuga
estar (ubicaciΓ³n/estado pasado)
Nitenti
3
pl
fem
pasado_simple
null
ttuΙ£a-tent
gar
tener (poseer)
Nec
1
sg
neuter
presente_simple
null
gar-i
gar
tener (poseer)
Cek
2
sg
masc
presente_simple
null
gar-k
gar
tener (poseer)
Cem
2
sg
fem
presente_simple
null
gar-m
gar
tener (poseer)
Netta
3
sg
masc
presente_simple
null
gar-s
gar
tener (poseer)
Nettat
3
sg
fem
presente_simple
null
gar-s
gar
tener (poseer)
Neccin
1
pl
neuter
presente_simple
null
gar-neΙ£
gar
tener (poseer)
Kenniw
2
pl
masc
presente_simple
null
gar-wem
gar
tener (poseer)
Kennint
2
pl
fem
presente_simple
null
gar-kent
gar
tener (poseer)
Nitnin
3
pl
masc
presente_simple
null
gar-sen
gar
tener (poseer)
Nitenti
3
pl
fem
presente_simple
null
gar-sent
day
tener (contener/padecer)
Nec
1
sg
neuter
presente_simple
null
day-i
day
tener (contener/padecer)
Cek
2
sg
masc
presente_simple
null
day-k
day
tener (contener/padecer)
Cem
2
sg
fem
presente_simple
null
day-m
day
tener (contener/padecer)
Netta
3
sg
masc
presente_simple
null
day-s
day
tener (contener/padecer)
Nettat
3
sg
fem
presente_simple
null
day-s
day
tener (contener/padecer)
Neccin
1
pl
neuter
presente_simple
null
day-neΙ£
day
tener (contener/padecer)
Kenniw
2
pl
masc
presente_simple
null
day-wem
day
tener (contener/padecer)
Kennint
2
pl
fem
presente_simple
null
day-kent
day
tener (contener/padecer)
Nitnin
3
pl
masc
presente_simple
null
day-sen
day
tener (contener/padecer)
Nitenti
3
pl
fem
presente_simple
null
day-sent

YAML Metadata Warning:The task_categories "morphology-prediction" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other

πŸ”οΈ Tarifit Morphological Verb Dataset (TMVD)

πŸ“Œ Overview

The Tarifit Morphological Verb Dataset (TMVD) is a high-quality, human-curated resource designed to bridge the gap in Digital Language Support for Tarifit (Riffian Berber), a severely underrepresented Afro-Asiatic language spoken by millions in the Rif region and the diaspora.

Unlike many large-scale datasets for low-resource languages that rely on noisy web-scraping or inaccurate machine translation, this dataset has been manually authored and validated by a native speaker with a background in linguistics and philology.

πŸ§ͺ Research Value

This dataset provides a granular look at Tarifit verbal morphology, which is characterized by complex initial and internal changes. It is particularly valuable for:

  • Instruction Tuning: Training LLMs to understand and generate grammatically correct Tarifit.
  • Morphological Analysis: Evaluating the ability of models like Gemini, Llama, or Claude to handle non-concatenative morphology.
  • Low-Resource Benchmarking: Serving as a "Gold Standard" for zero-shot or few-shot translation tasks involving Catalan and Spanish.

πŸ“Š Dataset Structure

The dataset contains structured conjugations for core verbs (including iri, aqqa, ttuga, gar, day), covering various tenses and moods:

  • Preterite & Imperfective: Capturing the aspectual nuances of the Berber verb system.
  • Future & Imperative: Including prohibitive and intensive forms.
  • Deictic & Existential Verbs: Essential for building dialogue systems.

Column Metadata

Column Description
verb_id Citation form (Lemma).
translation Semantic gloss in Spanish/Catalan.
pronoun Subject pronoun (Independent form).
person/number/gender Grammatical features for agreement verification.
tense/subtype Morphosyntactic category.
form The target conjugated form in Latin-based transcription.

πŸ› οΈ Applications

This project is part of an ongoing effort to create a Tarifit-Catalan Public Service Dialogue System, aimed at improving accessibility and linguistic inclusion.

πŸ“œ Citation & License

If you use this dataset in your research, please cite it as follows:

@dataset{tarifit_verb_conjugations_2025,
  author    = {Jamal I. (jamalinu)},
  title     = {Tarifit Morphological Verb Dataset},
  year      = {2025},
  publisher = {Hugging Face},
  url       = {[https://huggingface.co/datasets/jamalinu/tarifit-verb-conjugations](https://huggingface.co/datasets/jamalinu/tarifit-verb-conjugations)}
}
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