metadata

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 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	CC 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

@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}, 
}