Datasets:
Tasks:
Text Retrieval
Modalities:
Text
Formats:
parquet
Sub-tasks:
document-retrieval
Languages:
English
Size:
10K - 100K
configs: | |
- config_name: corpus | |
data_files: | |
- path: corpus/corpus-* | |
split: corpus | |
- config_name: queries | |
data_files: | |
- path: queries/queries-* | |
split: queries | |
- config_name: instruction | |
data_files: | |
- path: instruction/instruction-* | |
split: instruction | |
- config_name: default | |
data_files: | |
- path: data/default-* | |
split: test | |
- config_name: qrel_diff | |
data_files: | |
- path: qrel_diff/qrel_diff-* | |
split: qrel_diff | |
- config_name: top_ranked | |
data_files: | |
- path: top_ranked/top_ranked-* | |
split: top_ranked | |
dataset_info: | |
- config_name: corpus | |
features: | |
- dtype: string | |
name: _id | |
- dtype: string | |
name: title | |
- dtype: string | |
name: text | |
splits: | |
- name: corpus | |
num_examples: 30921 | |
- config_name: queries | |
features: | |
- dtype: string | |
name: _id | |
- dtype: string | |
name: text | |
splits: | |
- name: queries | |
num_examples: 64 | |
- config_name: instruction | |
features: | |
- dtype: string | |
name: query-id | |
- dtype: string | |
name: instruction | |
splits: | |
- name: instruction | |
num_examples: 64 | |
- config_name: default | |
features: | |
- dtype: string | |
name: query-id | |
- dtype: string | |
name: corpus-id | |
- dtype: float64 | |
name: score | |
splits: | |
- name: test | |
num_examples: 8554 | |
- config_name: qrel_diff | |
features: | |
- dtype: string | |
name: query-id | |
- list: string | |
name: corpus-ids | |
splits: | |
- name: qrel_diff | |
num_examples: 32 | |
- config_name: top_ranked | |
features: | |
- dtype: string | |
name: query-id | |
- list: string | |
name: corpus-ids | |
splits: | |
- name: top_ranked | |
num_examples: 64 | |
language: | |
- en | |
multilinguality: | |
- monolingual | |
tags: | |
- text-retrieval | |
- instruction-retrieval | |
task_categories: | |
- text-retrieval | |
task_ids: | |
- document-retrieval | |
# news21-instructions-mteb | |
This is a new version of the news21-instructions dataset modified to fit the new MTEB format. | |
1. Restructured queries to include both original and changed versions | |
2. Separated instructions into a dedicated configuration | |
3. Reorganized qrels into default (original) and qrel_diff configurations | |
## Dataset Structure | |
The dataset contains the following configurations: | |
- corpus: Original corpus documents | |
- queries: Queries with both original and changed versions | |
- instruction: Instructions for both original and changed queries | |
- default: Original relevance judgments | |
- qrel_diff: Changes in relevance judgments | |
- top_ranked: Top ranked documents for each query | |