---
pretty_name: LINDSEA Syntax
license:
- cc-by-4.0
task_categories:
- text-generation
- text-classification
language:
- id
dataset_info:
  features:
  - name: id
    dtype: string
  - name: label
    dtype: string
  - name: prompts
    list:
    - name: sentence_pair
      dtype: string
  - name: prompt_templates
    sequence: string
  - name: metadata
    struct:
    - name: language
      dtype: string
    - name: linguistic_phenomenon
      dtype: string
    - name: category
      dtype: string
    - name: subcategory
      dtype: string
    - name: correct
      dtype: string
    - name: wrong
      dtype: string
    - name: shuffled
      dtype: bool
  splits:
  - name: id
    num_bytes: 206209
    num_examples: 380
    num_tokens_gpt_4o: 9493
    num_tokens_gemma_2: 9273
    num_tokens_llama_3: 11293
  - name: id_fewshot
    num_bytes: 612
    num_examples: 5
    num_tokens_gpt_4o: 112
    num_tokens_gemma_2: 116
    num_tokens_llama_3: 130
  download_size: 42471
  dataset_size: 206821
  total_tokens_gpt_4o: 9605
  total_tokens_gemma_2: 9389
  total_tokens_llama_3: 11423
configs:
- config_name: default
  data_files:
  - split: id
    path: data/id-*
  - split: id_fewshot
    path: data/id_fewshot-*
size_categories:
- n<1K
---

# LINDSEA Syntax

LINDSEA Syntax is a linguistic diagnostic from [BHASA](https://arxiv.org/abs/2309.06085) that evaluates a model's understanding of linguistic phenomena, syntax in particular, for Indonesian.

### Supported Tasks and Leaderboards

LINDSEA Syntax is designed for evaluating chat or instruction-tuned large language models (LLMs).

### Languages
- Indonesian (id)

### Dataset Details
LINDSEA Syntax only has an Indonesian (id) split, with additional splits containing fewshot examples. Below are the statistics for this dataset. The number of tokens only refer to the strings of text found within the `prompts` column.

| Split | # of examples | # of GPT-4o tokens | # of Gemma 2 tokens | # of Llama 3 tokens |
|-|:-|:-|:-|:-|
| id | 380 | 9493 | 9273 | 11293 |
| id_fewshot | 5 | 112 | 116 | 130 |
| **total** | 385 | 9605 | 9389 | 11423 |

### Data Sources

| Data Source | License | Language/s | Split/s
|-|:-|:-| :-|
| [BHASA](https://arxiv.org/abs/2309.06085) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | Indonesian | id, id_fewshot

### License

For the license/s of the dataset/s, please refer to the data sources table above.

We endeavor to ensure data used is permissible and have chosen datasets from creators who have processes to exclude copyrighted or disputed data. 


### References

```bibtex
@misc{leong2023bhasaholisticsoutheastasian,
      title={BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models}, 
      author={Wei Qi Leong and Jian Gang Ngui and Yosephine Susanto and Hamsawardhini Rengarajan and Kengatharaiyer Sarveswaran and William Chandra Tjhi},
      year={2023},
      eprint={2309.06085},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2309.06085}, 
}
```