Commit
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Parent(s):
7cfcb12
Converting reranking dataset to MTEB v2 format
Browse files
README.md
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This dataset is designed for training and evaluating reranking models for Slovak information retrieval.
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It is structured
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The dataset is generated from three source files:
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- A queries.jsonl file containing user queries.
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passage is considered "positive" if its relevance score is 4 or higher, and "negative" otherwise.
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Example Data Instance:
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Data Fields:
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- query: A string representing the search query.
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This dataset is designed for training and evaluating reranking models for Slovak information retrieval.
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It is structured to provide, for each query, a set of relevant (positive) and irrelevant (negative) documents. This format is particularly useful for evaluation of cross-encoder models.
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The dataset is generated from three source files:
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- A queries.jsonl file containing user queries.
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passage is considered "positive" if its relevance score is 4 or higher, and "negative" otherwise.
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Example Data Instance:
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```json
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{
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"query": "Aká je hlavná funkcia mitochondrií v bunke?",
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"positives": [
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"Mitochondrie sú známe ako 'elektrárne' bunky. Ich hlavnou funkciou je generovanie väčšiny bunkovej zásoby adenozíntrifosfátu (ATP), ktorý sa používa ako zdroj chemickej energie."
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],
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"negatives": [
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"Jadro bunky obsahuje genetický materiál.",
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"Ribozómy sú zodpovedné za syntézu proteínov.",
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"Bunka je základnou stavebnou a funkčnou jednotkou všetkých známych organizmov."
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]
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}
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```
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Data Fields:
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- query: A string representing the search query.
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corpus/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:3c0460411e66a1f4d497a33500db6b31e1443e63b39dca498f20a997e9fe12d2
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size 5656983
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qrels/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:e7d39a505a86edc5da8b43507532cac0bb53d0992686f2124e5f932d5539abc6
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size 95497
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queries/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:bad2f8122bcca46eeb2f6e4b2dff234fff14a374a62d675430323634c52b42a5
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size 48573
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top_ranked/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:4884cca7497990d8b7e0ca9509c5eb5a17d2a9abfdd7b9e3d8e3127e57e7b95f
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size 91021
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