Duplicate from nlpai-lab/miracl-multilingual-triplets

Co-authored-by: Seongtae Hong <hongst@users.noreply.huggingface.co>

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README.md

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+---
+annotations_creators:
+- expert-generated
+- machine-generated
+language_creators:
+- found
+- machine-generated
+multilinguality:
+- translation
+language:
+- ar
+- bg
+- bn
+- ca
+- cs
+- da
+- de
+- el
+- en
+- es
+- et
+- fa
+- fi
+- fil
+- fr
+- gu
+- he
+- hi
+- hr
+- hu
+- id
+- is
+- it
+- ja
+- kn
+- ko
+- lt
+- lv
+- ml
+- mr
+- nl
+- 'no'
+- pa
+- pl
+- pt
+- ro
+- ru
+- sk
+- sl
+- sr
+- sv
+- sw
+- ta
+- te
+- th
+- tr
+- uk
+- ur
+- vi
+- zh
+- zu
+license: apache-2.0
+pretty_name: MIRACL Triplets in 51 Languages
+size_categories:
+- 100K<n<1M
+source_datasets:
+- extended|miracl/miracl
+task_categories:
+- text-ranking
+- text-retrieval
+- translation
+tags:
+- multilingual
+- translation
+- retrieval
+- triplet
+- synthetic
+- miracl
+- dense-retrieval
+- sentence-transformers
+- contrastive-learning
+- cross-lingual
+- parquet
+- text
+- datasets
+- reranking
+- reranker
+- multilingual-reranking
+- multilingual-retrieval
+configs:
+- config_name: en
+  default: true
+  data_files:
+  - split: train
+    path: dataset/miracl_en_triplet.parquet
+- config_name: ar
+  data_files:
+  - split: train
+    path: dataset/miracl_ar_triplet.parquet
+- config_name: bg
+  data_files:
+  - split: train
+    path: dataset/miracl_bg_triplet.parquet
+- config_name: bn
+  data_files:
+  - split: train
+    path: dataset/miracl_bn_triplet.parquet
+- config_name: ca
+  data_files:
+  - split: train
+    path: dataset/miracl_ca_triplet.parquet
+- config_name: cs
+  data_files:
+  - split: train
+    path: dataset/miracl_cs_triplet.parquet
+- config_name: da
+  data_files:
+  - split: train
+    path: dataset/miracl_da_triplet.parquet
+- config_name: de
+  data_files:
+  - split: train
+    path: dataset/miracl_de_triplet.parquet
+- config_name: el
+  data_files:
+  - split: train
+    path: dataset/miracl_el_triplet.parquet
+- config_name: es
+  data_files:
+  - split: train
+    path: dataset/miracl_es_triplet.parquet
+- config_name: et
+  data_files:
+  - split: train
+    path: dataset/miracl_et_triplet.parquet
+- config_name: fa
+  data_files:
+  - split: train
+    path: dataset/miracl_fa_triplet.parquet
+- config_name: fi
+  data_files:
+  - split: train
+    path: dataset/miracl_fi_triplet.parquet
+- config_name: fil-PH
+  data_files:
+  - split: train
+    path: dataset/miracl_fil-PH_triplet.parquet
+- config_name: fr
+  data_files:
+  - split: train
+    path: dataset/miracl_fr_triplet.parquet
+- config_name: gu
+  data_files:
+  - split: train
+    path: dataset/miracl_gu_triplet.parquet
+- config_name: he
+  data_files:
+  - split: train
+    path: dataset/miracl_he_triplet.parquet
+- config_name: hi
+  data_files:
+  - split: train
+    path: dataset/miracl_hi_triplet.parquet
+- config_name: hr
+  data_files:
+  - split: train
+    path: dataset/miracl_hr_triplet.parquet
+- config_name: hu
+  data_files:
+  - split: train
+    path: dataset/miracl_hu_triplet.parquet
+- config_name: id
+  data_files:
+  - split: train
+    path: dataset/miracl_id_triplet.parquet
+- config_name: is
+  data_files:
+  - split: train
+    path: dataset/miracl_is_triplet.parquet
+- config_name: it
+  data_files:
+  - split: train
+    path: dataset/miracl_it_triplet.parquet
+- config_name: ja
+  data_files:
+  - split: train
+    path: dataset/miracl_ja_triplet.parquet
+- config_name: kn
+  data_files:
+  - split: train
+    path: dataset/miracl_kn_triplet.parquet
+- config_name: ko
+  data_files:
+  - split: train
+    path: dataset/miracl_ko_triplet.parquet
+- config_name: lt
+  data_files:
+  - split: train
+    path: dataset/miracl_lt_triplet.parquet
+- config_name: lv
+  data_files:
+  - split: train
+    path: dataset/miracl_lv_triplet.parquet
+- config_name: ml
+  data_files:
+  - split: train
+    path: dataset/miracl_ml_triplet.parquet
+- config_name: mr
+  data_files:
+  - split: train
+    path: dataset/miracl_mr_triplet.parquet
+- config_name: nl
+  data_files:
+  - split: train
+    path: dataset/miracl_nl_triplet.parquet
+- config_name: 'no'
+  data_files:
+  - split: train
+    path: dataset/miracl_no_triplet.parquet
+- config_name: pa
+  data_files:
+  - split: train
+    path: dataset/miracl_pa_triplet.parquet
+- config_name: pl
+  data_files:
+  - split: train
+    path: dataset/miracl_pl_triplet.parquet
+- config_name: pt
+  data_files:
+  - split: train
+    path: dataset/miracl_pt_triplet.parquet
+- config_name: ro
+  data_files:
+  - split: train
+    path: dataset/miracl_ro_triplet.parquet
+- config_name: ru
+  data_files:
+  - split: train
+    path: dataset/miracl_ru_triplet.parquet
+- config_name: sk
+  data_files:
+  - split: train
+    path: dataset/miracl_sk_triplet.parquet
+- config_name: sl
+  data_files:
+  - split: train
+    path: dataset/miracl_sl_triplet.parquet
+- config_name: sr
+  data_files:
+  - split: train
+    path: dataset/miracl_sr_triplet.parquet
+- config_name: sv
+  data_files:
+  - split: train
+    path: dataset/miracl_sv_triplet.parquet
+- config_name: sw
+  data_files:
+  - split: train
+    path: dataset/miracl_sw_triplet.parquet
+- config_name: ta
+  data_files:
+  - split: train
+    path: dataset/miracl_ta_triplet.parquet
+- config_name: te
+  data_files:
+  - split: train
+    path: dataset/miracl_te_triplet.parquet
+- config_name: th
+  data_files:
+  - split: train
+    path: dataset/miracl_th_triplet.parquet
+- config_name: tr
+  data_files:
+  - split: train
+    path: dataset/miracl_tr_triplet.parquet
+- config_name: uk
+  data_files:
+  - split: train
+    path: dataset/miracl_uk_triplet.parquet
+- config_name: ur
+  data_files:
+  - split: train
+    path: dataset/miracl_ur_triplet.parquet
+- config_name: vi
+  data_files:
+  - split: train
+    path: dataset/miracl_vi_triplet.parquet
+- config_name: zh
+  data_files:
+  - split: train
+    path: dataset/miracl_zh_triplet.parquet
+- config_name: zu
+  data_files:
+  - split: train
+    path: dataset/miracl_zu_triplet.parquet
+---
+
+# MIRACL Triplets in 51 Languages
+
+## Dataset Summary
+
+MIRACL Triplets in 51 Languages is a multilingual retrieval and reranking dataset for training dense retrieval, sentence embedding, reranker, and cross-lingual search models. It contains `(query, positive, negative)` triplets derived from the English training split of [`miracl/miracl`](https://huggingface.co/datasets/miracl/miracl).
+
+The dataset provides **51 language subsets**: the original English data and translations into 50 languages. Each subset contains **2,863 aligned training examples**. Rows with the same `id` represent translations of the same source triplet. The aligned `(query, positive, negative)` structure supports multilingual retrieval, multilingual reranking, contrastive learning, and hard-negative training.
+
+- Format: Parquet
+- Subsets: 51 language codes, including `en`, `ko`, `ja`, `zh`, `de`, and `fr`
+- Split: `train`
+- Rows per subset: 2,863
+- Total rows across subsets: 146,013
+
+## Data Structure
+
+| Column | Type | Description |
+|---|---|---|
+| `id` | `int64` | Alignment identifier shared across language subsets |
+| `query` | `string` | Search query |
+| `positive` | `string` | Passage relevant to the query |
+| `negative` | `string` | Passage not relevant to the query |
+
+## Data Instances
+
+Example from the English subset:
+
+```json
+{
+  "id": 232,
+  "query": "What is Nigers anthem?",
+  "positive": "La Nigérienne\n\"La Nigérienne\" is the national anthem of Niger. The lyrics are by Maurice Albert Thiriet. Robert Jacquet and Nicolas Abel François Frionnet wrote the music. It was adopted as Niger's anthem in 1961.",
+  "negative": "Nigeria, We Hail Thee\nThe second national anthem, \"Arise, O Compatriots,\" replaced \"Nigeria, We Hail Thee\" in 1978."
+}
+```
+
+## How to Use
+
+```python
+from datasets import load_dataset
+
+# Load one language subset. Replace "ko" with any supported language code.
+dataset = load_dataset("nlpai-lab/miracl-multilingual-triplets", "ko", split="train")
+
+print(dataset.features)
+print(dataset[0])
+```
+
+The default subset is English (`en`).
+
+## Source and Translation
+
+- Source dataset: [`miracl/miracl`](https://huggingface.co/datasets/miracl/miracl)
+- Source configuration: `en`
+- Source split: `train`
+- Translation model: [`google/translategemma-27b-it`](https://huggingface.co/google/translategemma-27b-it)
+
+The model's original translation prompt template was used without modification or additional instructions. The `query`, `positive`, and `negative` fields were translated independently while preserving their triplet relationship and cross-language `id` alignment.
+
+## Languages
+
+| Code | Language | Code | Language |
+|---|---|---|---|
+| ar | Arabic | bg | Bulgarian |
+| bn | Bengali | ca | Catalan |
+| cs | Czech | da | Danish |
+| de | German | el | Greek |
+| en | English (source) | es | Spanish |
+| et | Estonian | fa | Persian |
+| fi | Finnish | fil-PH | Filipino |
+| fr | French | gu | Gujarati |
+| he | Hebrew | hi | Hindi |
+| hr | Croatian | hu | Hungarian |
+| id | Indonesian | is | Icelandic |
+| it | Italian | ja | Japanese |
+| kn | Kannada | ko | Korean |
+| lt | Lithuanian | lv | Latvian |
+| ml | Malayalam | mr | Marathi |
+| nl | Dutch | no | Norwegian |
+| pa | Punjabi | pl | Polish |
+| pt | Portuguese | ro | Romanian |
+| ru | Russian | sk | Slovak |
+| sl | Slovenian | sr | Serbian |
+| sv | Swedish | sw | Swahili |
+| ta | Tamil | te | Telugu |
+| th | Thai | tr | Turkish |
+| uk | Ukrainian | ur | Urdu |
+| vi | Vietnamese | zh | Chinese |
+| zu | Zulu |  |  |
+
+## License
+
+The source MIRACL dataset is released under the Apache License 2.0. This derived dataset is also released under Apache-2.0.

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