import re def check_standalization(model_response, prompt_style, type): if model_response.startswith(("{\"answer\":")) and model_response.endswith(("}")): 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 ["input info: imagine a self-contained","provide the calculation result to four decimal places and a final \"yes\" or \"no\" answer in json format", "输入信息:设想一个", "请根据上述信息,给出计算结果(答案保留四位小数)"]): 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]{7,}') # Taking into account 'fake' and 'random' modes, and considering that the shortest occurrence of English characters in an 'answer' is of length 6, therefore detecting lengths of 7 or more. result = 1 if english_pattern.search(text) is not None else 0 return result def check_abnormality(preds): abnormalities = "All Yes" if all(pred == "yes" or pred == "是" for pred in preds) else \ "All No" if all(pred == "no" or pred == "否" for pred in preds) else 0 return abnormalities