{ "description": "This paper presents \u201cHaVQA\u201d, the first multimodal dataset for visual question answering (VQA) tasks in the Hausa language. The dataset was created by manually translating 6,022 English question-answer pairs, which are associated with 1,555 unique images from the Visual Genome dataset. As a result, the dataset provides 12,044 gold standard English-Hausa parallel sentences that were translated in a fashion that guarantees their semantic match with the corresponding visual information. We conducted several baseline experiments on the dataset, including visual question answering, visual question elicitation, text-only and multimodal machine translation.\n", "citation": "@inproceedings{parida-etal-2023-havqa,\n title = \"{H}a{VQA}: A Dataset for Visual Question Answering and Multimodal Research in {H}ausa Language\",\n author = \"Parida, Shantipriya and\n Abdulmumin, Idris and\n Muhammad, Shamsuddeen Hassan and\n Bose, Aneesh and\n Kohli, Guneet Singh and\n Ahmad, Ibrahim Said and\n Kotwal, Ketan and\n Deb Sarkar, Sayan and\n Bojar, Ond{\u000b{r}}ej and\n Kakudi, Habeebah\",\n editor = \"Rogers, Anna and\n Boyd-Graber, Jordan and\n Okazaki, Naoaki\",\n booktitle = \"Findings of the Association for Computational Linguistics: ACL 2023\",\n month = jul,\n year = \"2023\",\n address = \"Toronto, Canada\",\n publisher = \"Association for Computational Linguistics\",\n url = \"https://aclanthology.org/2023.findings-acl.646\",\n doi = \"10.18653/v1/2023.findings-acl.646\",\n pages = \"10162--10183\"\n}\n", "homepage": "https://github.com/abumafrim/HaVQA", "license": "https://creativecommons.org/licenses/by-nc-sa/4.0/", "features": { "image": { "_type": "Image" }, "qa_id": { "dtype": "int32", "_type": "Value" }, "ques_en": { "dtype": "string", "_type": "Value" }, "ans_en": { "dtype": "string", "_type": "Value" }, "ques_ha": { "dtype": "string", "_type": "Value" }, "ans_ha": { "dtype": "string", "_type": "Value" } }, "builder_name": "hausa_vqa", "config_name": "default", "version": { "version_str": "1.0.0", "major": 1, "minor": 0, "patch": 0 }, "splits": { "train": { "name": "train", "num_bytes": 1068111, "num_examples": 4816, "dataset_name": "hausa_vqa" }, "validation": { "name": "validation", "num_bytes": 132120, "num_examples": 602, "dataset_name": "hausa_vqa" }, "test": { "name": "test", "num_bytes": 131229, "num_examples": 602, "dataset_name": "hausa_vqa" } }, "download_checksums": { 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