aisingapore/Linguistic-Diagnostics-Pragmatics

LINDSEA Pragmatics

LINDSEA Pragmatics is a linguistic diagnostic from BHASA that evaluates a model's understanding of linguistic phenomena, pragmatics in particular, for Indonesian.

Supported Tasks and Leaderboards

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

Languages

• Indonesian (id)

Dataset Details

LINDSEA Pragmatics 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	100	1752	1912	2253
id_fewshot	5	84	91	111
total	105	1836	2003	2364

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.

Acknowledgement

This project is supported by the National Research Foundation Singapore and Infocomm Media Development Authority (IMDA), Singapore under its National Large Language Model Funding Initiative.

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}, 
}