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---
task_categories:
- multiple-choice
language:
- eu
- sw
- hi
size_categories:
- 1K<n<10K
configs:
- config_name: basque-DO-S_DO_V_AUX
data_files:
- split: test
path: basque-DO-S_DO_V_AUX.json
- config_name: basque-DO-S_IO_DO_V_AUX
data_files:
- split: test
path: basque-DO-S_IO_DO_V_AUX.json
- config_name: basque-IO-IO_S_V_AUX
data_files:
- split: test
path: basque-IO-IO_S_V_AUX.json
- config_name: basque-IO-S_IO_DO_V_AUX
data_files:
- split: test
path: basque-IO-S_IO_DO_V_AUX.json
- config_name: basque-S-IO_S_V_AUX
data_files:
- split: test
path: basque-S-IO_S_V_AUX.json
- config_name: basque-S-S_DO_V_AUX
data_files:
- split: test
path: basque-S-S_DO_V_AUX.json
- config_name: basque-S-S_IO_DO_V_AUX
data_files:
- split: test
path: basque-S-S_IO_DO_V_AUX.json
- config_name: basque-S-S_V_AUX
data_files:
- split: test
path: basque-S-S_V_AUX.json
- config_name: hindi-S_O_V
data_files:
- split: test
path: hindi-S_O_V.json
- config_name: hindi-S_PossPRN_O_V
data_files:
- split: test
path: hindi-S_PossPRN_O_V.json
- config_name: hindi-S_PossPRN_PossN_O_V
data_files:
- split: test
path: hindi-S_PossPRN_PossN_O_V.json
- config_name: hindi-S_ne_O_V
data_files:
- split: test
path: hindi-S_ne_O_V.json
- config_name: hindi-S_ne_PossPRN_O_V
data_files:
- split: test
path: hindi-S_ne_PossPRN_O_V.json
- config_name: hindi-S_ne_PossPRN_PossN_O_V
data_files:
- split: test
path: hindi-S_ne_PossPRN_PossN_O_V.json
- config_name: swahili-N_of_Poss_D_AP_V_ni_AN
data_files:
- split: test
path: swahili-N_of_Poss_D_AP_V_ni_AN.json
- config_name: swahili-N_of_Poss_D_AP_ni_AN
data_files:
- split: test
path: swahili-N_of_Poss_D_AP_ni_AN.json
- config_name: swahili-N_of_Poss_D_A_V
data_files:
- split: test
path: swahili-N_of_Poss_D_A_V.json
- config_name: swahili-N_of_Poss_D_A_V1_V2
data_files:
- split: test
path: swahili-N_of_Poss_D_A_V1_V2.json
- config_name: swahili-N_of_Poss_D_V
data_files:
- split: test
path: swahili-N_of_Poss_D_V.json
- config_name: swahili-N_of_Poss_D_ni_A
data_files:
- split: test
path: swahili-N_of_Poss_D_ni_A.json
- config_name: swahili-N_of_Poss_V
data_files:
- split: test
path: swahili-N_of_Poss_V.json
- config_name: swahili-N_of_Poss_ni_A
data_files:
- split: test
path: swahili-N_of_Poss_ni_A.json
pretty_name: Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models
---
# BHS: Controlled Evaluation of Syntactic Knowledge in Basque, Hindi, and Swahili
This benchmark is made up of "targeted syntactic evaluation tests for three low-resource languages (Basque, Hindi, and Swahili)" from the paper 'Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models' ([Kryvosheieva & Levy, 2025](https://aclanthology.org/2025.loreslm-1.30)).
## Dataset Details
### Dataset Description
- **Curated by:** Daria Kryvosheieva and Roger Levy
- **Language(s) (NLP):** Basque, Hindi, and Swahili
### Dataset Sources
- **Repository:** https://github.com/dariakryvosheieva/syntactic_generalization_multilingual
- **Paper:** https://aclanthology.org/2025.loreslm-1.30/
## Uses
This benchmark is designed to evaluate the syntactic capabilities of langauge models.
## Dataset Structure
Basque tasks:
* `basque-DO-S_DO_V_AUX`
* `basque-DO-S_IO_DO_V_AUX`
* `basque-IO-IO_S_V_AUX`
* `basque-IO-S_IO_DO_V_AUX`
* `basque-S-IO_S_V_AUX`
* `basque-S-S_DO_V_AUX`
* `basque-S-S_IO_DO_V_AUX`
* `basque-S-S_V_AUX`
Hindi Tasks:
* `hindi-S_O_V`
* `hindi-S_PossPRN_O_V`
* `hindi-S_PossPRN_PossN_O_V`
* `hindi-S_ne_O_V`
* `hindi-S_ne_PossPRN_O_V`
* `hindi-S_ne_PossPRN_PossN_O_V`
Swahili Tasks:
* `swahili-N_of_Poss_D_AP_V_ni_AN`
* `swahili-N_of_Poss_D_AP_ni_AN`
* `swahili-N_of_Poss_D_A_V`
* `swahili-N_of_Poss_D_A_V1_V2`
* `swahili-N_of_Poss_D_V`
* `swahili-N_of_Poss_D_ni_A`
* `swahili-N_of_Poss_V`
* `swahili-N_of_Poss_ni_A`
## Citation
**BibTeX:**
```
@inproceedings{kryvosheieva-levy-2025-controlled,
title = "Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models",
author = "Kryvosheieva, Daria and Levy, Roger",
editor = "Hettiarachchi, Hansi and Ranasinghe, Tharindu and Rayson, Paul and Mitkov, Ruslan and Gaber, Mohamed and Premasiri, Damith and Tan, Fiona Anting and Uyangodage, Lasitha",
booktitle = "Proceedings of the First Workshop on Language Models for Low-Resource Languages",
month = jan,
year = "2025",
address = "Abu Dhabi, United Arab Emirates",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2025.loreslm-1.30/",
pages = "402--413"
}
```
**APA:**
Kryvosheieva, D., & Levy, R. (2025). Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models. In *Proceedings of the First Workshop on Language Models for Low-Resource Languages* (pp. 402-413). |