---
configs:
- config_name: queries
  data_files:
  - split: wiki1_test
    path: data/wiki1/test_queries_wiki1.jsonl
  - split: wiki1_validation
    path: data/wiki1/validation_queries_wiki1.jsonl
  - split: wiki2_test
    path: data/wiki2/test_queries_wiki2.jsonl
  - split: wiki2_validation
    path: data/wiki2/validation_queries_wiki2.jsonl
  - split: ecommerce_test
    path: data/ecommerce/test_queries_ecommerce.jsonl
  - split: ecommerce_validation
    path: data/ecommerce/validation_queries_ecommerce.jsonl
  default: true
- config_name: qrels
  data_files:
  - split: wiki1_test
    path: data/wiki1/test_qrels_wiki1.jsonl
  - split: wiki1_validation
    path: data/wiki1/validation_qrels_wiki1.jsonl
  - split: wiki2_test
    path: data/wiki2/test_qrels_wiki2.jsonl
  - split: wiki2_validation
    path: data/wiki2/validation_qrels_wiki2.jsonl
  - split: ecommerce_test
    path: data/ecommerce/test_qrels_ecommerce.jsonl
  - split: ecommerce_validation
    path: data/ecommerce/validation_qrels_ecommerce.jsonl
- config_name: corpus
  data_files:
  - split: wiki
    path: data/shared/corpus_wikipedia_en-20251001_rewritten.jsonl
  - split: wiki_partial
    path: data/shared/corpus_wikipedia_en-20251001_rewritten_partial.jsonl
  - split: ecommerce
    path: data/ecommerce/corpus_ecommerce_rewritten.jsonl
license: cc-by-sa-4.0
---

# TRQA Dataset

TRQA dataset with three domains: wiki1, wiki2, and ecommerce.

## Usage

```python
from datasets import load_dataset

# Load queries
queries = load_dataset("mahtaa/trqa", "queries", split="wiki1_test")

# Load qrels
qrels = load_dataset("mahtaa/trqa", "qrels", split="wiki1_test")

# Load corpus (wiki1 and wiki2 share the same Wikipedia corpus)
corpus = load_dataset("mahtaa/trqa", "corpus", split="wiki")
```

## Configs and Splits

| Config | Splits | Description |
|--------|--------|-------------|
| `queries` | `wiki1_test`, `wiki1_validation`, `wiki2_test`, `wiki2_validation`, `ecommerce_test`, `ecommerce_validation` | Questions with answers |
| `qrels` | `wiki1_test`, `wiki1_validation`, `wiki2_test`, `wiki2_validation`, `ecommerce_test`, `ecommerce_validation` | Relevance judgments (TREC format) |
| `corpus` | `wiki`, `wiki_partial`,`ecommerce` | Document collections |

Note: wiki1 and wiki2 share the same Wikipedia corpus (`wiki` split for full corpus, or `wiki_partial` split for subsampled partial corpus).