---
language:
- sr
tags:
- sentence-transformers
size_categories:
- 1K<n<10K
dataset_info:
- config_name: corpus
  features:
  - name: _id
    dtype: string
  - name: text
    dtype: string
  splits:
  - name: train
    num_bytes: 371210
    num_examples: 5046
  download_size: 247941
  dataset_size: 371210
- config_name: queries
  features:
  - name: _id
    dtype: string
  - name: text
    dtype: string
  splits:
  - name: train
    num_bytes: 3218
    num_examples: 50
  download_size: 4019
  dataset_size: 3218
- config_name: relevance
  features:
  - name: query-id
    dtype: string
  - name: positive-corpus-ids
    list: string
  - name: bm25-ranked-ids
    list: string
  splits:
  - name: train
    num_bytes: 2463921
    num_examples: 50
  download_size: 442563
  dataset_size: 2463921
configs:
- config_name: corpus
  data_files:
  - split: train
    path: corpus/train-*
- config_name: queries
  data_files:
  - split: train
    path: queries/train-*
- config_name: relevance
  data_files:
  - split: train
    path: relevance/train-*
---
# NanoBEIR QuoraRetrieval with BM25 Rankings - Serbian Translation

This dataset is a Serbian language translation of the updated variant of [NanoQuoraRetrieval](https://huggingface.co/datasets/zeta-alpha-ai/NanoQuoraRetrieval), which is a subset of the QuoraRetrieval dataset from the Benchmark for Information Retrieval (BEIR).

QuoraRetrieval was created as a subset of the rather large BEIR, designed to be more efficient to run. This dataset adds a `bm25-ranked-ids` column to the `relevance` subset, which contains a ranking of every single passage in the corpus to the query.

This Serbian-translated version maintains the same structure and functionality as the original English version, but with all textual content translated to Serbian language. The dataset is used in Sentence Transformers for evaluating CrossEncoder (i.e. reranker) models on NanoBEIR by reranking the top *k* results from BM25.