# flake8: noqa: E501 base_prompt_dict = { 'basic': """Cause: %s Effect: %s Question: why the cause can lead to the effect ? Answer:""", 'basic-CN': """原因:%s 结果:%s 问题:为什么原因会导致这样的结果? 答案:""", 'adversarial-ignore': """Cause: %s Effect: %s Question: why the cause can lead to the effect ? Answer:""", 'adversarial-ignore-CN': """原因:%s 结果:%s 问题:为什么原因会导致这样的结果? 答案:""", 'adversarial-doubt': """Cause: %s Effect: %s Question: why the cause can lead to the effect ? Answer:""", 'adversarial-doubt-CN': """原因:%s 结果:%s 问题:为什么原因会导致这样的结果? 答案:""", 'zero-shot-IcL': """generate explanations for causal relations between events. Cause: %s Effect: %s Question: why the cause can lead to the effect ? Answer:""", 'zero-shot-IcL-CN': """请生成事件之间因果关系的解释。 原因:%s 结果:%s 问题:为什么原因会导致这样的结果? 答案:""", 'one-shot-IcL': """generate explanations for causal relations between events. Cause: The woman gave birth to a child. Effect: The child brought psycho-physical phenomena on a new life. Question: why the cause can lead to the effect ? Answer: Birth is the arising of the psycho-physical phenomena. Cause: %s Effect: %s Question: why the cause can lead to the effect ? Answer:""", 'one-shot-IcL-CN': """请生成事件之间因果关系的解释。 原因:这位女士生下了一个孩子。 结果:这个孩子给新生活带来了心理-生理现象。 问题:为什么原因会导致这样的结果? 答案:出生是心理-生理现象的产生原因。 原因:%s 结果:%s 问题:为什么原因会导致这样的结果? 答案:""", 'three-shot-IcL': """generate explanations for causal relations between events. Cause: The woman gave birth to a child. Effect: The child brought psycho-physical phenomena on a new life. Question: why the cause can lead to the effect ? Answer: Birth is the arising of the psycho-physical phenomena. Cause: Otters enter their new habitat. Effect: Otters start looking for abalone for food. Question: why the cause can lead to the effect ? Answer: Abalone are one of the first food items taken by otters as they move into new habitat. Cause: Lila loves classification of her things. Effect: Lila can find what she wants quickly. Question: why the cause can lead to the effect ? Answer: Classifications yield accuracy. Cause: %s Effect: %s Question: why the cause can lead to the effect ? Answer:""", 'three-shot-IcL-CN': """请生成事件之间因果关系的解释。 原因:这位女士生下了一个孩子。 结果:这个孩子给生活带来了新的心理-生理现象。 问题:为什么原因会导致这样的结果? 答案:出生是心理-生理现象的起源。 原因:水獭进入它们的新栖息地。 结果:水獭开始寻找鲍鱼作为食物。 问题:为什么原因会导致这样的结果? 答案:鲍鱼是水獭搬进新栖息地时最先吃的食物之一。 原因:莉拉喜欢对她的东西进行分类。 结果:莉莉可以很快地找到她想要的东西。 问题:为什么原因会导致这样的结果? 答案:分类可以提高准确度。 原因:%s 结果:%s 问题:为什么原因会导致这样的结果? 答案:""", 'zero-shot-CoT': """Cause: %s Effect: %s Question: why the cause can lead to the effect ? Let's think step by step. Answer:""", 'zero-shot-CoT-CN': """原因:%s 结果:%s 问题:为什么原因会导致这样的结果?请逐步思考。 答案:""", 'manual-CoT': """Here we will provide eight chain-of-thought exemplars, followed by a causal explanation generating question that needs to be answered with chain-of-thought. Cause: His action led to the movement of the wheels. Effect: The machine was set in motion. Question: why the cause can lead to the effect? Answer(with chain-of-thought): Movement results in motion. The initial movement caused by the action eventually builds up and transitions into the sustained motion of the machine. Cause: All relatives entered the family room. Effect: They sat on the chairs one by one. Question: why the cause can lead to the effect? Answer(with chain-of-thought): Chairs sit in family rooms. The presence of chairs in the family room sets the stage for the expected behavior of sitting down when relatives enter the room. Cause: Seals are mammals. Effect: They can live well in winter. Question: why the cause can lead to the effect ? Let's think step by step. Answer(with chain-of-thought): Seals are protected from the cold by a thick layer of blubber combined with a thick fur coat. Thus, they could withstand cold temperatures and maintain their body heat. This adaptation aligns with the effect of being able to live well in winter. Cause: A stove is an enclosed space in which fuel is burned to provide heating. Effect: Its surfaces protect people from hurting. Question: why the cause can lead to the effect? Answer(with chain-of-thought): Stoves have surfaces. Stove surfaces are a crucial safety feature that shields individuals from direct contact with the heat and flames generated during the burning of fuel inside the stove. Cause: The student majored in medicine had to choose a research interest. Effect: He chose Psychiatry. Question: why the cause can lead to the effect? Answer(with chain-of-thought): Psychiatry is a branch of medicine. The student's background in medicine makes Psychiatry a logical and suitable research interest. Cause: The doctor told William that his eyesight was gradually losing. Effect: The doctor used radiotherapy to treat William. Question: why the cause can lead to the effect? Answer(with chain-of-thought): Radiotherapy uses low dose radiation to stop the progression of vision loss on the retina. It is a medical intervention that can be utilized to address certain conditions causing vision loss on the retina. Cause: The angel controls the Kingdom of Heaven. Effect: Dominion is part of his responsibility. Question: why the cause can lead to the effect? Answer(with chain-of-thought): Dominion is a type of the Kingdom of Heaven. By controlling the Kingdom of Heaven, the angel's responsibilities include exercising authority and rule, which align with the concept of dominion. Cause: The government published a new policy. Effect: The public knew its meaning. Question: why the cause can lead to the effect? Answer(with chain-of-thought): Policy makes senses. Policies are constructed to convey information in a way that makes sense to the readers. Cause: %s Effect: %s Question: why the cause can lead to the effect ? Answer:""", 'manual-CoT-CN': """如下为三个使用思维链进行推理的问题: 原因:莱勒有眼科医生。 结果:莱尔的医生用激光治疗了他。 问题:为什么原因会导致这样的结果? 答案:眼科医生通常用激光治疗增生性视网膜病变。 原因:作者运用了拟人手法来描述无生命物体。 结果:读者觉得它好像有人类的能力。 问题:为什么原因会导致这样的结果? 答案:拟人手法是将无生命物体描述成具有人类特征的表达方式。 原因:约翰想种一棵半耐寒多年生植物。 结果:他种了蒲公英。 问题:为什么原因会导致这样的结果? 答案:蒲公英是半耐寒多年生植物。 原因:%s 结果:%s 问题:为什么原因会导致这样的结果? 答案:""", 'explicit-function': """You are a helpful assistant for causal explanation generation. Cause: %s Effect: %s Question: why the cause can lead to the effect ? Answer:""", 'explicit-function-CN': """你是一个用于因果解释生成的得力助手。 原因:%s 结果:%s 问题:为什么原因会导致这样的结果? 答案""", } def get_prompt(task_name, prompt_style, item, prompt_style_str=''): base = base_prompt_dict[prompt_style] prompt = prompt_style_str + base % (item['cause'], item['effect']) return prompt