MAL compliance — summary across MAL / LMAL / RMAL

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Cross-tabulation (paper Table 4)

Table 4a — MAL compliance per language family
FamilyIENon-IETotal
high384179
middle161329
low121123
Total6665131
Table 4b — MAL compliance per VO/OV type
VO/OV typeNDOOVVOTotal
high10234679
middle691429
low561223
Total213872131

Reproduces paper Table 4 (§5.2). n = 131 languages with computed MAL compliance. Numbers are recomputed live from the data and may differ by 1–4 entries from the printed paper if the underlying treebank counts have changed.

Per-language compliance

📄 next to a language name opens a page of real sample sentences from that language’s treebank, with the verb (red) and its dependents (green) highlighted, illustrating the configurations on which MAL is computed.

Language ⇅Family ⇅VO ⇅MAL compliance ⇅LMAL compliance ⇅RMAL compliance ⇅
Abaza 📄Caucasian0.10
Abkhaz 📄Caucasian0.010.50 (middle)0.50 (middle)
Afrikaans 📄Indo-European0.161.00 (high)1.00 (high)1.00 (high)
Akkadian 📄Afroasiatic0.050.67 (high)0.67 (high)
Akuntsu 📄South-American0.06
Albanian 📄Indo-European0.930.00 (low)1.00 (high)1.00 (high)
Amharic 📄Afroasiatic0.011.00 (high)1.00 (high)0.00 (low)
AncientGreek 📄Indo-European0.560.62 (middle)0.17 (low)0.50 (middle)
AncientHebrew 📄Afroasiatic0.870.75 (high)0.00 (low)0.67 (high)
Apurinã 📄South-American0.88
Arabic 📄Afroasiatic0.970.33 (low)0.50 (middle)0.33 (low)
Arhuaco 📄South-American0.021.00 (high)1.00 (high)
Armenian 📄Indo-European0.461.00 (high)0.33 (low)1.00 (high)
Assyrian 📄Afroasiatic0.80
Azerbaijani 📄Turkic0.00
Bambara 📄Niger-Congo0.000.00 (low)0.00 (low)0.00 (low)
Basque 📄Other0.140.80 (high)1.00 (high)1.00 (high)
Bavarian 📄Indo-European0.501.00 (high)1.00 (high)1.00 (high)
Beja 📄Afroasiatic0.011.00 (high)1.00 (high)
Belarusian 📄Indo-European0.871.00 (high)1.00 (high)1.00 (high)
Bengali 📄Indo-European0.09
Bhojpuri 📄Indo-European0.030.00 (low)1.00 (high)
Borôro 📄South-American0.000.80 (high)1.00 (high)0.67 (high)
Breton 📄Indo-European0.921.00 (high)1.00 (high)
Buglere 📄South-American0.010.50 (middle)0.00 (low)
Bulgarian 📄Indo-European0.961.00 (high)0.67 (high)1.00 (high)
Buryat 📄Other0.010.50 (middle)1.00 (high)
Cantonese 📄Sino-Austronesian0.970.33 (low)0.00 (low)1.00 (high)
CappadocianGreek 📄Indo-European0.931.00 (high)
Catalan 📄Indo-European0.991.00 (high)1.00 (high)1.00 (high)
Cebuano 📄Sino-Austronesian1.00
CentralKurdish 📄Indo-European0.06
Chhintange 📄Sino-Austronesian0.041.00 (high)1.00 (high)
Chinese 📄Sino-Austronesian0.990.40 (middle)0.20 (low)1.00 (high)
Chukot 📄Other0.440.00 (low)1.00 (high)
ClassArmenian 📄Indo-European0.660.50 (middle)0.00 (low)0.33 (low)
ClassChinese 📄Sino-Austronesian1.001.00 (high)0.67 (high)1.00 (high)
Coptic 📄Afroasiatic1.000.40 (middle)0.33 (low)0.67 (high)
Croatian 📄Indo-European0.900.75 (high)0.67 (high)1.00 (high)
Czech 📄Indo-European0.840.83 (high)0.60 (middle)1.00 (high)
Danish 📄Indo-European0.980.75 (high)1.00 (high)1.00 (high)
Dutch 📄Indo-European0.440.60 (middle)0.80 (high)1.00 (high)
Egyptian 📄Afroasiatic1.001.00 (high)0.33 (low)
English 📄Indo-European0.990.40 (middle)0.00 (low)0.33 (low)
Erzya 📄Uralic0.610.67 (high)0.50 (middle)1.00 (high)
Esperanto 📄Indo-European0.90
Estonian 📄Uralic0.670.80 (high)0.75 (high)1.00 (high)
Faroese 📄Indo-European0.950.25 (low)0.50 (middle)0.67 (high)
Finnish 📄Uralic0.751.00 (high)0.67 (high)1.00 (high)
French 📄Indo-European1.001.00 (high)0.67 (high)1.00 (high)
FrisianDutch 📄Indo-European0.401.00 (high)
Gaelic 📄Indo-European1.001.00 (high)0.67 (high)
Galician 📄Indo-European0.991.00 (high)1.00 (high)1.00 (high)
Gbaya 📄Niger-Congo0.991.00 (high)
Georgian 📄Caucasian0.491.00 (high)0.33 (low)1.00 (high)
German 📄Indo-European0.370.71 (high)1.00 (high)1.00 (high)
Gheg 📄Indo-European0.950.67 (high)0.00 (low)1.00 (high)
Gothic 📄Indo-European0.680.00 (low)0.00 (low)0.33 (low)
Greek 📄Indo-European0.970.75 (high)0.50 (middle)1.00 (high)
Guajajára 📄South-American0.771.00 (high)1.00 (high)
Guarani 📄South-American0.67
Gujarati 📄Indo-European0.03
Gwichʼin 📄Other0.00
Haitian 📄Indo-European0.990.75 (high)0.00 (low)1.00 (high)
Hausa 📄Afroasiatic1.000.00 (low)0.00 (low)1.00 (high)
Hebrew 📄Afroasiatic0.981.00 (high)1.00 (high)1.00 (high)
HighlandNahuatl 📄South-American0.871.00 (high)1.00 (high)1.00 (high)
Hindi 📄Indo-European0.040.67 (high)0.40 (middle)1.00 (high)
Hittite 📄Indo-European0.00
Hungarian 📄Uralic0.520.50 (middle)0.33 (low)1.00 (high)
Icelandic 📄Indo-European0.910.29 (low)0.25 (low)0.60 (middle)
Indonesian 📄Sino-Austronesian1.001.00 (high)0.33 (low)1.00 (high)
Irish 📄Indo-European1.000.50 (middle)0.00 (low)0.75 (high)
Italian 📄Indo-European0.960.50 (middle)0.75 (high)1.00 (high)
Japanese 📄Other0.000.80 (high)0.80 (high)
Javanese 📄Sino-Austronesian0.971.00 (high)0.50 (middle)1.00 (high)
Kaapor 📄South-American0.12
Kangri 📄Indo-European0.03
Karelian 📄Uralic0.87
Karo 📄South-American0.031.00 (high)1.00 (high)
Kazakh 📄Turkic0.001.00 (high)1.00 (high)
Khoekhoe 📄Other0.030.00 (low)0.33 (low)0.00 (low)
Khunsari 📄Indo-European0.00
Kiche 📄South-American0.970.50 (middle)1.00 (high)
Komi 📄Uralic0.590.33 (low)0.50 (middle)1.00 (high)
Komi-Permyak 📄Uralic0.68
Korean 📄Other0.001.00 (high)0.80 (high)0.00 (low)
Kurmanji 📄Indo-European0.051.00 (high)0.50 (middle)
Kyrgyz 📄Turkic0.000.67 (high)0.67 (high)
Latgalian 📄Indo-European1.00
Latin 📄Indo-European0.470.14 (low)0.17 (low)0.33 (low)
Latvian 📄Indo-European0.800.60 (middle)0.33 (low)1.00 (high)
Ligurian 📄Indo-European0.990.50 (middle)1.00 (high)1.00 (high)
Lithuanian 📄Indo-European0.820.75 (high)0.00 (low)1.00 (high)
Livvi 📄Uralic0.69
LowSaxon 📄Indo-European0.450.75 (high)0.33 (low)1.00 (high)
Luxembourgish 📄Indo-European0.20
Macedonian 📄Indo-European1.00
Madi 📄South-American0.00
Maghrebi 📄Afroasiatic0.981.00 (high)1.00 (high)1.00 (high)
Makuráp 📄South-American0.00
Malayalam 📄Dravidian0.01
Maltese 📄Afroasiatic0.971.00 (high)0.00 (low)1.00 (high)
Manx 📄Indo-European1.001.00 (high)
Marathi 📄Indo-European0.011.00 (high)1.00 (high)
MbyáGuaraní 📄South-American0.510.50 (middle)0.50 (middle)
MiddleFrench 📄Indo-European0.960.40 (middle)0.00 (low)0.67 (high)
Moksha 📄Uralic0.760.50 (middle)1.00 (high)
Mundurukú 📄South-American0.08
Naija 📄Indo-European1.000.00 (low)0.00 (low)1.00 (high)
Nayini 📄Indo-European0.00
Neapolitan 📄Indo-European1.00
Nenets 📄Uralic0.01
Nhengatu 📄South-American0.970.75 (high)1.00 (high)1.00 (high)
NorthSami 📄Uralic0.880.67 (high)0.50 (middle)0.50 (middle)
Norwegian 📄Indo-European0.991.00 (high)0.33 (low)1.00 (high)
Occitan 📄Indo-European1.001.00 (high)0.00 (low)1.00 (high)
OldChurchSlavonic 📄Indo-European0.670.20 (low)0.00 (low)0.33 (low)
OldEastSlavic 📄Indo-European0.550.00 (low)0.00 (low)0.20 (low)
OldEnglish 📄Indo-European0.78
OldFrench 📄Indo-European0.710.33 (low)0.25 (low)0.75 (high)
OldIrish 📄Indo-European1.00
OldProvençal 📄Indo-European0.820.20 (low)0.00 (low)0.67 (high)
OldTurkish 📄Turkic0.00
Oriya 📄Indo-European0.02
OttomanTurkish 📄Turkic0.031.00 (high)1.00 (high)
Pashto 📄Indo-European0.00
Paumarí 📄South-American0.61
Persian 📄Indo-European0.000.40 (middle)0.20 (low)1.00 (high)
Pesh 📄Other0.091.00 (high)0.00 (low)
Phrygian 📄Indo-European0.15
Polish 📄Indo-European0.850.60 (middle)0.50 (middle)0.67 (high)
Pomak 📄Indo-European0.930.67 (high)0.50 (middle)1.00 (high)
Portuguese 📄Indo-European0.990.60 (middle)1.00 (high)0.50 (middle)
Romanian 📄Indo-European0.890.83 (high)0.00 (low)0.75 (high)
Russian 📄Indo-European0.860.83 (high)0.75 (high)1.00 (high)
Sanskrit 📄Indo-European0.150.60 (middle)0.80 (high)0.67 (high)
Serbian 📄Indo-European0.951.00 (high)1.00 (high)1.00 (high)
Sicilian 📄Indo-European0.991.00 (high)0.50 (middle)1.00 (high)
Sindhi 📄Indo-European0.030.40 (middle)0.50 (middle)1.00 (high)
Sinhalese 📄Indo-European0.00
SkoltSami 📄Uralic0.351.00 (high)0.00 (low)
Slovak 📄Indo-European0.850.75 (high)0.67 (high)1.00 (high)
Slovenian 📄Indo-European0.791.00 (high)0.75 (high)1.00 (high)
Soi 📄Indo-European0.00
SouthernKurdish 📄Indo-European0.03
SouthLevantineArabic 📄Afroasiatic0.92
Spanish 📄Indo-European0.991.00 (high)0.67 (high)0.75 (high)
SpanishSign 📄Indo-European0.49
Swedish 📄Indo-European0.980.80 (high)0.33 (low)1.00 (high)
SwedishSign 📄Indo-European0.90
SwissGerman 📄Indo-European0.220.33 (low)1.00 (high)1.00 (high)
Tagalog 📄Sino-Austronesian1.00
Tamil 📄Dravidian0.001.00 (high)1.00 (high)
Tangkhul 📄Sino-Austronesian0.011.00 (high)1.00 (high)
Tatar 📄Turkic0.000.00 (low)0.00 (low)
Teko 📄South-American0.421.00 (high)1.00 (high)
Telugu 📄Dravidian0.011.00 (high)1.00 (high)
TeluguEnglish 📄Dravidian0.04
Thai 📄Sino-Austronesian0.991.00 (high)0.00 (low)1.00 (high)
Tswana 📄Niger-Congo1.00
Tupinambá 📄South-American0.31
Turkish 📄Turkic0.021.00 (high)1.00 (high)0.00 (low)
TurkishEnglish 📄Turkic0.42
TurkishGerman 📄Turkic0.260.60 (middle)1.00 (high)1.00 (high)
Ukrainian 📄Indo-European0.870.75 (high)0.33 (low)1.00 (high)
Umbrian 📄Indo-European0.02
UpperSorbian 📄Indo-European0.671.00 (high)1.00 (high)1.00 (high)
Urdu 📄Indo-European0.030.60 (middle)0.60 (middle)1.00 (high)
Uyghur 📄Turkic0.000.50 (middle)0.75 (high)
Uzbek 📄Turkic0.001.00 (high)0.67 (high)
Veps 📄Uralic0.96
Vietnamese 📄Sino-Austronesian1.000.50 (middle)0.33 (low)1.00 (high)
Warlpiri 📄Other0.16
Welsh 📄Indo-European0.991.00 (high)0.00 (low)1.00 (high)
WestArmenian 📄Indo-European0.400.50 (middle)0.00 (low)1.00 (high)
WestNahuatl 📄South-American0.951.00 (high)1.00 (high)0.00 (low)
Wolof 📄Niger-Congo0.970.75 (high)0.00 (low)0.50 (middle)
Wu 📄Sino-Austronesian0.990.00 (low)0.00 (low)
Xavánte 📄South-American0.30
Xibe 📄Other0.000.33 (low)0.33 (low)
Yakut 📄Turkic0.03
Yiddish 📄Indo-European0.960.67 (high)0.00 (low)1.00 (high)
Yoruba 📄Niger-Congo0.950.50 (middle)0.00 (low)1.00 (high)
Yupik 📄Other0.530.00 (low)
Zaar 📄Afroasiatic0.970.67 (high)0.00 (low)1.00 (high)

Comparing LMAL, MAL, and RMAL effect by transition

LMAL vs MAL vs RMAL: Local Change Scores by Transition -1.11 -0.75 -0.38 -0.02 0.35 0.71 1.08 Local Change Score Transition (n → n+1) 1→2 2→3 3→4 4→5 5→6 LMAL (Left) MAL (Total) RMAL (Right)

Box plots restricted to transitions up to 5→6, beyond which fewer languages contribute usable data.

Negated mean local change scores by language family × transition (MAL)

1→2 2→3 3→4 4→5 Dravidian -0.245 n=2 -0.205 n=2 -0.301 n=1 Caucasian 0.041 n=2 -0.126 n=2 -0.166 n=1 -0.371 n=1 Turkic -0.002 n=8 -0.135 n=7 -0.222 n=6 -0.026 n=3 Indo-European -0.093 n=59 -0.174 n=65 -0.097 n=61 0.047 n=50 Sino-Austronesian 0.003 n=9 -0.133 n=9 -0.089 n=7 -0.079 n=5 Afroasiatic -0.157 n=10 -0.054 n=12 0.009 n=9 -0.022 n=4 Uralic -0.015 n=8 -0.146 n=7 -0.011 n=6 -0.027 n=3 South-American -0.089 n=10 -0.060 n=9 -0.090 n=2 0.074 n=2 Niger-Congo 0.079 n=2 0.078 n=3 -0.124 n=3 -0.181 n=1 Other -0.044 n=9 0.019 n=7 0.030 n=5 -0.070 n=3 MAL-compliant (−0.371) 0 Anti-MAL (+0.371)