Datasets:
File size: 2,026 Bytes
c8dcbca bb310d4 2e6b385 bb310d4 c8dcbca | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 | {
"name": "bashkir-russian-wikipedia-parallel",
"dump_date": "2026-08-01",
"license": "CC BY-SA 4.0",
"license_url": "https://creativecommons.org/licenses/by-sa/4.0/",
"configs": {
"cleaned": {
"file": "cleaned/data.parquet",
"version": "v6",
"rows": 72007,
"linked_article_pairs": 34566,
"columns": ["ba_title", "ru_title", "section", "ba", "ru", "ba_sentence_index", "ru_sentence_index"]
},
"precleaned": {
"file": "precleaned/data.parquet",
"version": "v1",
"rows": 91949,
"columns": ["ba_title", "ru_title", "section", "ba", "ru"]
},
"scored": {
"file": "scored/data.parquet",
"version": "v7",
"rows": 72007,
"columns": ["ba_title", "ru_title", "section", "ba", "ru", "ba_sentence_index", "ru_sentence_index", "laser_cos", "laser_margin", "laser_margin_xling"],
"scores": {
"method": "LASER margin-based bitext scoring (Artetxe & Schwenk 2018)",
"encoder_ba": "laser3-bak_Cyrl.v1",
"encoder_ru": "laser2",
"embedding_dim": 1024,
"knn_k": 4,
"note": "laser_margin uses same-language kNN, laser_margin_xling uses cross-lingual kNN and is the recommended LASER filter score"
}
},
"filtered": {
"file": "filtered/data.parquet",
"version": "v8",
"rows": 69706,
"columns": ["ba_title", "ru_title", "section", "ba", "ru", "ba_sentence_index", "ru_sentence_index", "laser_cos", "laser_margin", "laser_margin_xling", "labse_cos", "labse_margin_xling"],
"filter": {
"name": "two_voice_both_low",
"rule": "drop if laser_margin_xling < 0.876 AND labse_margin_xling < 0.723 (bottom 5% of both scorers)",
"rows_dropped": 2301,
"encoders": ["laser3-bak_Cyrl.v1 + laser2 (LASER3/LASER2, dim 1024)", "sentence-transformers/LaBSE (dim 768, fp16)"],
"design": "pairs removed only when two independent encoders agree on rejection; all score columns retained for auditability"
}
}
}
}
|