from . common import HFNLPTask class ARCEasy(HFNLPTask): NLP_PATH = "ai2_arc" NLP_NAME = "ARC-Easy" def has_training_docs(self): return True def has_validation_docs(self): return True def has_test_docs(self): return True def fewshot_description(self): # TODO: figure out description return "" def doc_to_text(self, doc, include_target=True): q = "Question: " + doc['question'] + '\n' a = "Answer:" + ((" " + doc['choices']['text'][doc['choices']['label'].index(doc['answerKey'])]) if include_target else "") return q + a def evaluate(self, docs, lm, provide_description, num_fewshot): # TODO: implement raise NotImplementedError() class ARCChallenge(ARCEasy): NLP_PATH = "ai2_arc" NLP_NAME = "ARC-Challenge"