Datasets:
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,89 @@
|
|
| 1 |
---
|
| 2 |
license: cc-by-4.0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: cc-by-4.0
|
| 3 |
+
task_categories:
|
| 4 |
+
- question-answering
|
| 5 |
+
language:
|
| 6 |
+
- en
|
| 7 |
+
- as
|
| 8 |
+
- bn
|
| 9 |
+
- doi
|
| 10 |
+
- gu
|
| 11 |
+
- hi
|
| 12 |
+
- kn
|
| 13 |
+
- kok
|
| 14 |
+
- mai
|
| 15 |
+
- ml
|
| 16 |
+
- mr
|
| 17 |
+
- mni
|
| 18 |
+
- ne
|
| 19 |
+
- or
|
| 20 |
+
- pa
|
| 21 |
+
- sa
|
| 22 |
+
- sd
|
| 23 |
+
- ta
|
| 24 |
+
- te
|
| 25 |
+
- ur
|
| 26 |
+
tags:
|
| 27 |
+
- indic
|
| 28 |
+
- factual-knowledge
|
| 29 |
+
- benchmark
|
| 30 |
+
- closed-book-qa
|
| 31 |
+
size_categories:
|
| 32 |
+
- 10K<n<100K
|
| 33 |
+
configs:
|
| 34 |
+
- config_name: english
|
| 35 |
+
data_files: english.csv
|
| 36 |
+
- config_name: hindi
|
| 37 |
+
data_files: hindi.csv
|
| 38 |
+
- config_name: marathi
|
| 39 |
+
data_files: marathi.csv
|
| 40 |
---
|
| 41 |
+
|
| 42 |
+
# IndicQuest v2
|
| 43 |
+
|
| 44 |
+
A gold-standard multilingual question-answering benchmark for evaluating the India-specific factual knowledge of Large Language Models. 3,471 curriculum-grounded English question–answer pairs across nine domains, translated into 19 Indic languages: 69,420 parallel pairs across 20 languages.
|
| 45 |
+
|
| 46 |
+
## Dataset structure
|
| 47 |
+
|
| 48 |
+
One CSV per language, named `<language>.csv` (`english.csv`, `hindi.csv`, `marathi.csv`, …). Every file has the same 3,471 rows in the same order, so the *n*th row of any file is the translation of the *n*th row of `english.csv`.
|
| 49 |
+
|
| 50 |
+
| Column | Description |
|
| 51 |
+
|---|---|
|
| 52 |
+
| `question` | The question, in the file's language |
|
| 53 |
+
| `answer` | Gold answer, one to five words |
|
| 54 |
+
| `Domain` | One of nine domains (see below) |
|
| 55 |
+
|
| 56 |
+
### Domains
|
| 57 |
+
|
| 58 |
+
| Domain | Pairs |
|
| 59 |
+
|---|---|
|
| 60 |
+
| Culture | 534 |
|
| 61 |
+
| History | 510 |
|
| 62 |
+
| Geography | 499 |
|
| 63 |
+
| Law | 494 |
|
| 64 |
+
| Political Science | 450 |
|
| 65 |
+
| Science | 325 |
|
| 66 |
+
| Sports | 273 |
|
| 67 |
+
| Art | 233 |
|
| 68 |
+
| Commercial Studies | 153 |
|
| 69 |
+
| **Total** | **3,471** |
|
| 70 |
+
|
| 71 |
+
### Languages
|
| 72 |
+
|
| 73 |
+
English plus Assamese, Bengali, Dogri, Gujarati, Hindi, Kannada, Konkani, Maithili, Malayalam, Marathi, Meitei (Manipuri), Nepali, Odia, Punjabi, Sanskrit, Sindhi, Tamil, Telugu, Urdu.
|
| 74 |
+
|
| 75 |
+
## Example
|
| 76 |
+
|
| 77 |
+
| question | answer | Domain |
|
| 78 |
+
|---|---|---|
|
| 79 |
+
| Which apex body was set up in 1982 to coordinate all institutions involved in the rural financing system? | NABARD | Commercial Studies |
|
| 80 |
+
| Which river's water is primarily harnessed by the Ukai project in India? | Tapi river | Geography |
|
| 81 |
+
| Which is the oldest football tournament in India, established by Sir Mortimer Durand and held from 1888 in Simla? | Durand Cup | Sports |
|
| 82 |
+
|
| 83 |
+
## Usage
|
| 84 |
+
|
| 85 |
+
```python
|
| 86 |
+
from datasets import load_dataset
|
| 87 |
+
|
| 88 |
+
english = load_dataset("l3cube-pune/IndicQuest-v2", data_files="english.csv")
|
| 89 |
+
hindi = load_dataset("l3cube-pune/IndicQuest-v2", data_files="hindi.csv")
|