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Table of Contents
Treebanks for Various Languages
Arabic (ar)
Prague Arabic Dependency Treebank (PADT)
Versions
- Original PADT 1.0 as distributed by the LDC
- CoNLL 2006
- CoNLL 2007
The CoNLL 2007 version reportedly improves over CoNLL 2006 in quality of morphological annotation. Both CoNLL versions miss important parts of the original PADT annotation (see below).
Obtaining and License
The original PADT 1.0 is distributed by the LDC under the catalogue number LDC2004T23. It is free for LDC members 2004, price for non-members is unknown (contact LDC). The license in short:
- non-commercial research usage
- no redistribution
- cite one publication in publications; also include: “The PADT 1.0 has been developed by the Institute of Formal and Applied Linguistics and the Center for Computational Linguistics (see http://ufal.mff.cuni.cz/).”
The CoNLL 2006 and 2007 versions are obtainable upon request under similar license terms. Their publication in the LDC together with the other CoNLL treebanks is being prepared.
PADT was created by members of the Institute of Formal and Applied Linguistics (Ústav formální a aplikované lingvistiky, ÚFAL), Faculty of Mathematics and Physics (Matematicko-fyzikální fakulta), Charles University in Prague (Univerzita Karlova v Praze), Malostranské náměstí 25, Praha, CZ-11800, Czechia.
Domain
Newswire text from press agencies (Agence France Presse, Ummah, Al Hayat, An Nahar, Xinhua 2001-2003).
Size
According to their website, the original PADT 1.0 contains 113,500 tokens annotated analytically. The CoNLL 2006 version contains 59752 tokens in 1606 sentences, yielding 37.21 tokens per sentence on average (CoNLL 2006 data split: 54379 tokens / 1460 sentences training, 5373 tokens / 146 sentences test). The CoNLL 2007 version contains 116,793 tokens in 3043 sentences, yielding 38.38 tokens per sentence on average (CoNLL 2007 data split: 111,669 tokens / 2912 sentences training, 5124 tokens / 131 sentences test).
References
- Website
- Data
- Jan Hajič, Otakar Smrž, Petr Zemánek, Petr Pajas, Jan Šnaidauf, Emanuel Beška, Jakub Kráčmar, Kamila Hassanová: Prague Arabic Dependency Treebank 1.0 (LDC2004T23). Linguistic Data Consortium, Philadelphia, USA, 2004. ISBN 1-58563-319-4.
- Principal publications
- Jan Hajič, Otakar Smrž, Petr Zemánek, Jan Šnaidauf, Emanuel Beška: Prague Arabic Dependency Treebank: Development in Data and Tools. In: Proceedings of the NEMLAR International Conference on Arabic Language Resources and Tools, pages 110-117, Cairo, Egypt, 2004.
Inside
The original PADT 1.0 is distributed in the FS format. The CoNLL versions are distributed in the CoNLL-X format. The original PADT contains more information than the CoNLL version. There is morphological annotation (tags and lemmas) both manual and by a tagger (while only manual is in CoNLL data), glosses etc. However, the most important piece of information that got lost during the conversion to CoNLL is the FS attribute called parallel
. It distinguishes conjuncts from shared modifiers of coordination and thus the syntactic structure is incomplete without it.
Sample
The first two sentences of the CoNLL 2006 training data:
1 | غِيابُ_giyAbu | غِياب_giyAb | N | N | case=1|def=R | 0 | ExD | _ | _ |
2 | فُؤاد_fu&Ad | فُؤاد_fu&Ad | Z | Z | _ | 3 | Atr | _ | _ |
3 | كَنْعان_kanoEAn | كَنْعان_kanoEAn | Z | Z | _ | 1 | Atr | _ | _ |
1 | فُؤاد_fu&Ad | فُؤاد_fu&Ad | Z | Z | _ | 2 | Atr | _ | _ |
2 | كَنْعان_kanoEAn | كَنْعان_kanoEAn | Z | Z | _ | 9 | Sb | _ | _ |
3 | ،_, | ،_, | G | G | _ | 2 | AuxG | _ | _ |
4 | رائِد_rA}id | رائِد_rA}id | N | N | _ | 2 | Atr | _ | _ |
5 | القِصَّة_AlqiS~ap | قِصَّة_qiS~ap | N | N | gen=F|num=S|def=D | 4 | Atr | _ | _ |
6 | القَصِيرَةِ_AlqaSiyrapi | قَصِير_qaSiyr | A | A | gen=F|num=S|case=2|def=D | 5 | Atr | _ | _ |
7 | فِي_fiy | فِي_fiy | P | P | _ | 4 | AuxP | _ | _ |
8 | لُبْنانِ_lubonAni | لُبْنان_lubonAn | Z | Z | case=2|def=R | 7 | Atr | _ | _ |
9 | رَحَلَ_raHala | رَحَل-َ_raHal-a | V | VP | pers=3|gen=M|num=S | 0 | Pred | _ | _ |
10 | مَساءَ_masA'a | مَساء_masA' | D | D | _ | 9 | Adv | _ | _ |
11 | أَمْسِ_>amosi | أَمْسِ_>amosi | D | D | _ | 10 | Atr | _ | _ |
12 | عَن_Ean | عَن_Ean | P | P | _ | 9 | AuxP | _ | _ |
13 | 81_81 | 81_81 | Q | Q | _ | 12 | Adv | _ | _ |
14 | عاماً_EAmAF | عام_EAm | N | N | gen=M|num=S|case=4|def=I | 13 | Atr | _ | _ |
15 | ._. | ._. | G | G | _ | 0 | AuxK | _ | _ |
The first sentence of the CoNLL 2006 test data:
1 | اِتِّفاقٌ_Ait~ifAqN | اِتِّفاق_Ait~ifAq | N | N | case=1|def=I | 0 | ExD | _ | _ |
2 | بَيْنَ_bayona | بَيْنَ_bayona | P | P | _ | 1 | AuxP | _ | _ |
3 | لُبْنانِ_lubonAni | لُبْنان_lubonAn | Z | Z | case=2|def=R | 4 | Atr | _ | _ |
4 | وَ_wa | وَ_wa | C | C | _ | 2 | Coord | _ | _ |
5 | سُورِيَّةٍ_suwriy~apK | سُورِيا_suwriyA | Z | Z | gen=F|num=S|case=2|def=I | 4 | Atr | _ | _ |
6 | عَلَى_EalaY | عَلَى_EalaY | P | P | _ | 1 | AuxP | _ | _ |
7 | رَفْعِ_rafoEi | رَفْع_rafoE | N | N | case=2|def=R | 6 | Atr | _ | _ |
8 | مُسْتَوَى_musotawaY | مُسْتَوَى_musotawaY | N | N | _ | 7 | Atr | _ | _ |
9 | التَبادُلِ_AltabAduli | تَبادُل_tabAdul | N | N | case=2|def=D | 8 | Atr | _ | _ |
10 | التِجارِيِّ_AltijAriy~i | تِجارِيّ_tijAriy~ | A | A | case=2|def=D | 9 | Atr | _ | _ |
11 | إِلَى_<ilaY | إِلَى_<ilaY | P | P | _ | 7 | AuxP | _ | _ |
12 | 500_500 | 500_500 | Q | Q | _ | 11 | Atr | _ | _ |
13 | مِلْيُونِ_miloyuwni | مِلْيُون_miloyuwn | N | N | case=2|def=R | 12 | Atr | _ | _ |
14 | دُولارٍ_duwlArK | دُولار_duwlAr | N | N | case=2|def=I | 13 | Atr | _ | _ |
The first sentence of the CoNLL 2007 training data:
1 | تَعْدادُ | تَعْداد_1 | N | N- | Case=1|Defin=R | 7 | Sb | _ | _ |
2 | سُكّانِ | ساكِن_1 | N | N- | Case=2|Defin=R | 1 | Atr | _ | _ |
3 | 22 | [DEFAULT] | Q | Q- | _ | 2 | Atr | _ | _ |
4 | دَوْلَةً | دَوْلَة_1 | N | N- | Gender=F|Number=S|Case=4|Defin=I | 3 | Atr | _ | _ |
5 | عَرَبِيَّةً | عَرَبِيّ_1 | A | A- | Gender=F|Number=S|Case=4|Defin=I | 4 | Atr | _ | _ |
6 | سَ | سَ_FUT | F | F- | _ | 7 | AuxM | _ | _ |
7 | يَرْتَفِعُ | اِرْتَفَع_1 | V | VI | Mood=I|Voice=A|Person=3|Gender=M|Number=S | 0 | Pred | _ | _ |
8 | إِلَى | إِلَى_1 | P | P- | _ | 7 | AuxP | _ | _ |
9 | 654 | [DEFAULT] | Q | Q- | _ | 8 | Adv | _ | _ |
10 | مِلْيُونَ | مِلْيُون_1 | N | N- | Case=4|Defin=R | 9 | Atr | _ | _ |
11 | نَسَمَةٍ | نَسَمَة_1 | N | N- | Gender=F|Number=S|Case=2|Defin=I | 10 | Atr | _ | _ |
12 | فِي | فِي_1 | P | P- | _ | 7 | AuxP | _ | _ |
13 | مُنْتَصَفِ | مُنْتَصَف_1 | N | N- | Case=2|Defin=R | 12 | Adv | _ | _ |
14 | القَرْنِ | قَرْن_1 | N | N- | Case=2|Defin=D | 13 | Atr | _ | _ |
The first sentence of the CoNLL 2007 test data:
1 | مُقاوَمَةُ | مُقاوَمَة_1 | N | N- | Gender=F|Number=S|Case=1|Defin=R | 0 | ExD | _ | _ |
2 | زَواجِ | زَواج_1 | N | N- | Case=2|Defin=R | 1 | Atr | _ | _ |
3 | الطُلّابِ | طالِب_1 | N | N- | Case=2|Defin=D | 2 | Atr | _ | _ |
4 | العُرْفِيِّ | عُرْفِيّ_1 | A | A- | Case=2|Defin=D | 2 | Atr | _ | _ |
TO DO
- Documentation of m-tags, s-tags etc., tokenization issues, vocalization, Buckwalter transliteration, link to Elixir
- Statistics of nonprojectivity
- Known published parsing accuracies, especially CoNLL 2006 and 2007