import re def check_standalization(model_response, prompt_style, type): if model_response.startswith(("no","否","yes","是")): 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 (yes or no ?)","event a:", "答案(是或否?)", "事件一:"]): 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 Yes" if all(pred == 1 for pred in preds) else \ "All No" if all(pred == 0 for pred in preds) else 0 return abnormalities