{"id":28795626,"url":"https://github.com/ukplab/maps","last_synced_at":"2025-08-04T18:42:34.634Z","repository":{"id":195514954,"uuid":"685125545","full_name":"UKPLab/maps","owner":"UKPLab","description":"Multicultural Proverbs and Sayings","archived":false,"fork":false,"pushed_at":"2025-01-11T17:42:13.000Z","size":732,"stargazers_count":10,"open_issues_count":0,"forks_count":0,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-01-11T18:33:57.425Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://arxiv.org/abs/2309.08591","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/UKPLab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-08-30T15:11:54.000Z","updated_at":"2025-01-11T17:42:17.000Z","dependencies_parsed_at":"2025-01-11T18:27:01.956Z","dependency_job_id":"67361a90-3a61-4c23-b043-09b647ff211f","html_url":"https://github.com/UKPLab/maps","commit_stats":null,"previous_names":["ukplab/maps"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/UKPLab/maps","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/UKPLab%2Fmaps","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/UKPLab%2Fmaps/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/UKPLab%2Fmaps/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/UKPLab%2Fmaps/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/UKPLab","download_url":"https://codeload.github.com/UKPLab/maps/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/UKPLab%2Fmaps/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260477932,"owners_count":23015066,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-06-18T03:09:38.843Z","updated_at":"2025-08-04T18:42:34.602Z","avatar_url":"https://github.com/UKPLab.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings \n\u003cp  align=\"center\"\u003e\n  \u003cimg src='logo.png' width='200'\u003e\n\u003c/p\u003e\n\nThis repository contains our code for experiments and experiment logs.\n\nTo access the data, please fill the form [here](https://forms.gle/rJLYcSvD5MooRowe6).\nA link to our dataset will show automatically after submit the form.\n \nIf you encounter any issues or have suggestions, please do not hesitate to email us at:\nchen.liu AT tu-darmstadt DOT de\n\n\nhttps://www.tu-darmstadt.de/\n\nhttps://www.ukp.tu-darmstadt.de/\n\n\u003eThis repository contains experimental software and is published for the sole purpose of giving additional background details on the respective publication.\n\n### Setup\nInstall all Python requirements listed in `requirements.txt` (check [here](https://pytorch.org/get-started/locally/) \nto see how to install Pytorch on your system).\n\nYou can install the requirements.txt like:\n```\npip install --upgrade pip\npip install -r requirements.txt\n```\n\n### Preparations\nPlease put the data into the dataset folder.\n\n### Usage\n\n- Memorization experiment: `memorization.py`.\n- Inference experiment: `qa_experiments.py`.\n- Fine-tuning baseline: `ft_standard.py`.\n\nTo run:\n```\npython EXPERIMENT_NAME.py\n```\n\nThe corresponding hyperparameters are in the `configs` folder. \nEach experiment entry point has its own config file, managed through Hydra.\n\nTo add models, checkout the `model_collection.py`.\nTo change prompt patterns, checkout the `patterns.py`.\n\n## Citation\nIf you find this repository helpful, consider to cite the following paper:\n\n```\n@inproceedings{liu-etal-2024-multilingual,\n    title = \"Are Multilingual {LLM}s Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings\",\n    author = \"Liu, Chen  and\n      Koto, Fajri  and\n      Baldwin, Timothy  and\n      Gurevych, Iryna\",\n    editor = \"Duh, Kevin  and\n      Gomez, Helena  and\n      Bethard, Steven\",\n    booktitle = \"Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)\",\n    month = jun,\n    year = \"2024\",\n    address = \"Mexico City, Mexico\",\n    publisher = \"Association for Computational Linguistics\",\n    url = \"https://aclanthology.org/2024.naacl-long.112/\",\n    doi = \"10.18653/v1/2024.naacl-long.112\",\n    pages = \"2016--2039\"\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fukplab%2Fmaps","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fukplab%2Fmaps","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fukplab%2Fmaps/lists"}