Datasets:
Tasks:
Text Retrieval
Modalities:
Text
Formats:
json
Sub-tasks:
document-retrieval
Size:
10M - 100M
ArXiv:
Tags:
text-retrieval
Update README.md
Browse files
README.md
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@@ -2977,6 +2977,17 @@ The **WebFAQ Retrieval Dataset** covers **49 languages** from the original WebFA
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</details>
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## Structure
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Unlike the raw Q&A dataset, **WebFAQ Retrieval** provides explicit **train/test splits** for each of the 49 languages. The general structure for each language is:
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</details>
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<details>
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<summary> NDCG@10 in % for three examplary multilingual embedding models </summary>
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| Embedding_Model | #_Params | ara | aze | ben | bul | cat | ces | dan | deu | ell | eng | est | fas | fin | fra | heb | hin | hrv | hun | ind | isl | ita | jpn | kat | kaz | kor | lav | lit | mar | msa | nld | nor | pol | por | ron | rus | slk | slv | spa | sqi | srp | swe | tgl | tha | tur | ukr | urd | uzb | vie | zho |
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| [p-m-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2) | 118M | 40.89 | 37.90 | 12.82 | 53.62 | 71.06 | 51.63 | 59.31 | 36.34 | 58.14 | 46.86 | 59.81 | 36.30 | 48.04 | 40.35 | 47.71 | 49.73 | 74.91 | 55.53 | 57.92 | 43.15 | 46.64 | 37.43 | 61.09 | 39.35 | 43.36 | 56.48 | 56.04 | 53.56 | 81.57 | 45.85 | 60.91 | 43.59 | 51.48 | 61.22 | 32.97 | 59.42 | 57.91 | 45.17 | 77.38 | 68.31 | 52.39 | 35.78 | 49.84 | 35.96 | 44.77 | 70.47 | 38.61 | 51.42 | 56.43 |
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| [m-E5-base](https://huggingface.co/intfloat/multilingual-e5-base) | 278M | 75.66 | 63.51 | 80.90 | 78.65 | 87.34 | 78.66 | 84.14 | 67.91 | 80.34 | 64.29 | 81.33 | 70.01 | 76.14 | 68.66 | 78.82 | 75.26 | 87.22 | 79.47 | 76.65 | 86.22 | 75.52 | 70.02 | 66.22 | 67.90 | 82.52 | 75.78 | 80.28 | 81.16 | 90.75 | 74.60 | 84.46 | 73.67 | 75.61 | 83.08 | 63.21 | 83.62 | 79.27 | 72.72 | 86.77 | 83.17 | 79.03 | 80.79 | 75.24 | 65.02 | 76.17 | 82.17 | 72.52 | 81.93 | 84.18 |
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| [jina-v3](https://huggingface.co/jinaai/jina-embeddings-v3) | 572M | 84.64 | 84.31 | 91.85 | 85.25 | 94.74 | 85.99 | 87.53 | 74.22 | 87.01 | 66.70 | 89.72 | 79.49 | 83.52 | 76.41 | 86.80 | 86.86 | 94.67 | 85.44 | 84.02 | 93.11 | 82.29 | 75.29 | 94.49 | 90.17 | 85.41 | 87.00 | 89.65 | 94.46 | 95.10 | 79.85 | 88.59 | 81.27 | 83.13 | 88.43 | 72.02 | 89.34 | 87.33 | 78.63 | 96.36 | 88.85 | 83.68 | 93.60 | 79.23 | 70.96 | 83.88 | 93.27 | 88.91 | 87.40 | 88.85 |
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</details>
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## Structure
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Unlike the raw Q&A dataset, **WebFAQ Retrieval** provides explicit **train/test splits** for each of the 49 languages. The general structure for each language is:
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