daa-tokenizers / results /codeswitch_results.json
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[
{
"name": "concat_bpe_8000",
"source": "ours",
"algorithm": "bpe",
"architecture": "concatenated",
"vocab_size": 8000,
"fertility_ar": 1.6138140222123654,
"fertility_az": 1.4996496106326545,
"fertility_mi": 1.7683466321753056,
"fertility_overall": 1.6250894097552058,
"disparity": 0.07074198761961666,
"cpt_ar": 3.5603797406879605,
"cpt_az": 3.52475091501923,
"cpt_mi": 3.1365972398787356,
"exact_match_ar": 0.9990504143646409,
"exact_match_az": 0.9994728981814988,
"exact_match_mi": 0.9954959095505101
},
{
"name": "concat_wordpiece_16000",
"source": "ours",
"algorithm": "wordpiece",
"architecture": "concatenated",
"vocab_size": 16000,
"fertility_ar": 1.4293908160057989,
"fertility_az": 1.3375842107130727,
"fertility_mi": 1.5640026550467523,
"fertility_overall": 1.441782460775622,
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"cpt_ar": 4.007864017129143,
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},
{
"name": "concat_bpe_32000",
"source": "ours",
"algorithm": "bpe",
"architecture": "concatenated",
"vocab_size": 32000,
"fertility_ar": 1.308125924844458,
"fertility_az": 1.212104010276187,
"fertility_mi": 1.4044426396490108,
"fertility_overall": 1.3067908213411814,
"disparity": 0.07340418284248013,
"cpt_ar": 4.3684296121909,
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"exact_match_ar": 0.9990504143646409,
"exact_match_az": 0.9994728981814988,
"exact_match_mi": 0.9954959095505101
},
{
"name": "DarijaBERT-ar",
"source": "external_darija",
"algorithm": "WordPiece",
"architecture": "shared",
"vocab_size": 80000,
"fertility_ar": 1.2978470055709377,
"fertility_az": 2.413420166976722,
"fertility_mi": 1.5715634741606153,
"fertility_overall": 1.7610134287249044,
"disparity": 0.4622374407367519,
"cpt_ar": 4.384580946833758,
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"exact_match_ar": 0.21132596685082872,
"exact_match_az": 0.07915312307827461,
"exact_match_mi": 0.05689861200477985
},
{
"name": "DarijaBERT-mix",
"source": "external_darija",
"algorithm": "WordPiece",
"architecture": "shared",
"vocab_size": 160000,
"fertility_ar": 1.278624227278451,
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"disparity": 0.1847039125167385,
"cpt_ar": 4.447627515468062,
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"exact_match_ar": 0.21702348066298344,
"exact_match_az": 0.07915312307827461,
"exact_match_mi": 0.07234120783160217
},
{
"name": "Qwen2.5-Darija",
"source": "external_darija",
"algorithm": "SentencePiece",
"architecture": "shared",
"vocab_size": 151643,
"fertility_ar": 2.42241306909013,
"fertility_az": 2.246689177264593,
"fertility_mi": 2.248406616871382,
"fertility_overall": 2.3073837818970246,
"disparity": 0.07254084535282819,
"cpt_ar": 2.350084109626715,
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"exact_match_ar": 1.0,
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"exact_match_mi": 1.0
}
]