import re def check_standalization(model_response, prompt_style, type): if model_response.startswith(('option 1', 'option 2', '选项一', '选项二')): return 0 else: return 1 def check_empty(model_response): if model_response == '': return 1 else: return 0 def check_repetition(model_response): if any(response in model_response for response in [ 'answer (option 1 or option 2 ?)', 'input event:', '答案(选项一或选项二?)', '输入事件:' ]): return 1 else: return 0 def contains_chinese(text): chinese_pattern = re.compile(r'[\u4e00-\u9fff]+') result = 1 if chinese_pattern.search(text) is not None else 0 return result def contains_english(text): english_pattern = re.compile(r'[A-Za-z]{2,}') result = 1 if english_pattern.search(text) is not None else 0 return result def check_abnormality(preds): abnormalities = 'All option1' if all(pred == 0 for pred in preds) else \ 'All option2' if all(pred == 1 for pred in preds) else 0 return abnormalities