import argparse import yaml # Different languages that are part of xnli. # These correspond to dataset names (Subsets) on HuggingFace. # A yaml file is generated by this script for each language. LANGUAGES = { "as": { # Assamese "QUESTION_WORD": "শুধু", "ENTAILMENT_LABEL": "হাঁ", "NEUTRAL_LABEL": "তাই", "CONTRADICTION_LABEL": "না", }, "bn": { # Bengali "QUESTION_WORD": "সঠিক", "ENTAILMENT_LABEL": "হ্যাঁ", "NEUTRAL_LABEL": "তাহলে", "CONTRADICTION_LABEL": "না", }, "gu": { # Gujarati "QUESTION_WORD": "સાચું", "ENTAILMENT_LABEL": "હા", "NEUTRAL_LABEL": "તેનાથી", "CONTRADICTION_LABEL": "ના", }, "hi": { # Hindi "QUESTION_WORD": "सही", "ENTAILMENT_LABEL": "हाँ", "NEUTRAL_LABEL": "इसलिए", "CONTRADICTION_LABEL": "नहीं", }, "kn": { # Kannada "QUESTION_WORD": "ಸರಿ", "ENTAILMENT_LABEL": "ಹೌದು", "NEUTRAL_LABEL": "ಹಾಗಾಗಿ", "CONTRADICTION_LABEL": "ಇಲ್ಲ", }, "ml": { # Malayalam "QUESTION_WORD": "ശരി", "ENTAILMENT_LABEL": "അതെ", "NEUTRAL_LABEL": "എന്നാൽ", "CONTRADICTION_LABEL": "ഇല്ല", }, "mr": { # Marathi "QUESTION_WORD": "बरोबर", "ENTAILMENT_LABEL": "होय", "NEUTRAL_LABEL": "त्यानंतर", "CONTRADICTION_LABEL": "नाही", }, "or": { # Odia "QUESTION_WORD": "ସଠିକ", "ENTAILMENT_LABEL": "ହାଁ", "NEUTRAL_LABEL": "ଏହା", "CONTRADICTION_LABEL": "ନୁହଁ", }, "pa": { # Punjabi "QUESTION_WORD": "ਸਹੀ", "ENTAILMENT_LABEL": "ਹਾਂ", "NEUTRAL_LABEL": "ਇਸ ਲਈ", "CONTRADICTION_LABEL": "ਨਹੀਂ", }, "ta": { # Tamil "QUESTION_WORD": "சரி", "ENTAILMENT_LABEL": "ஆம்", "NEUTRAL_LABEL": "எனவே", "CONTRADICTION_LABEL": "இல்லை", }, "te": { # Telugu "QUESTION_WORD": "సరైన", "ENTAILMENT_LABEL": "అవును", "NEUTRAL_LABEL": "కాబట్టి", "CONTRADICTION_LABEL": "కాదు", }, } def gen_lang_yamls(output_dir: str, overwrite: bool) -> None: """ Generate a yaml file for each language. :param output_dir: The directory to output the files to. :param overwrite: Whether to overwrite files if they already exist. """ err = [] for lang in LANGUAGES.keys(): file_name = f"indicxnli_{lang}.yaml" try: QUESTION_WORD = LANGUAGES[lang]["QUESTION_WORD"] ENTAILMENT_LABEL = LANGUAGES[lang]["ENTAILMENT_LABEL"] NEUTRAL_LABEL = LANGUAGES[lang]["NEUTRAL_LABEL"] CONTRADICTION_LABEL = LANGUAGES[lang]["CONTRADICTION_LABEL"] with open( f"{output_dir}/{file_name}", "w" if overwrite else "x", encoding="utf8" ) as f: f.write("# Generated by utils.py\n") yaml.dump( { "include": "indicxnli_common_yaml", "dataset_name": lang, "task": f"indicxnli_{lang}", "doc_to_text": "", "doc_to_choice": f"{{{{[" f"""premise+\", {QUESTION_WORD}? {ENTAILMENT_LABEL}, \"+hypothesis,""" f"""premise+\", {QUESTION_WORD}? {NEUTRAL_LABEL}, \"+hypothesis,""" f"""premise+\", {QUESTION_WORD}? {CONTRADICTION_LABEL}, \"+hypothesis""" f"]}}}}", }, f, allow_unicode=True, ) except FileExistsError: err.append(file_name) if len(err) > 0: raise FileExistsError( "Files were not created because they already exist (use --overwrite flag):" f" {', '.join(err)}" ) def main() -> None: gen_lang_yamls(output_dir=".", overwrite=True) if __name__ == "__main__": main()