1.Love can be romantic while marriage has to be pratical. 2.My View on Genetically Modified Food 3.The real danger is not that the computer will begin to think like man, but that man will begin to think like the computer 4.My View on Work In our fleeting yet significant lifetime, work plays a central role in the lives of ordinary individuals, influencing our sense of self-worth, financial well-being, personal fulfillment, and social interactions. However, diverse perspectives on work exist among people. Some perceive work as a burdensome and stifling means of making a living, while others relish their work, seeking pleasure and embracing challenges. From my standpoint, work has the potential to emanate happiness and a sense of self-worth when one strives to view a job as a terrific way to challenge oneself and find enjoyment in it. Simultaneously, the job environment, appreciation from superiors, and effective communication among colleagues are crucial and decisive factors for people’s happiness. Furthermore, individuals can immerse themselves in the gratification derived from their work. Although facing challenges and adversity may seem daunting, people can take the initiative to overcome obstacles and pave the way for success. In summary, the positive state of one’s mind and their perspective on work determine job satisfaction, indirectly affecting overall happiness and personal life.

In our fleeting yet significant lives, love plays a central role in the lives of ordinary individuals, influencing well-being, happiness, and marriage. However, diverse perspectives exist regarding the relationship between love and marriage, with some believing that love can be romantic, but marriage has to be practical. From my standpoint, love serves as the basic foundation of marriage. Practical marriage has the potential to emanate happiness and romantic love when couples actively seek bits and pieces of joy in their daily lives. Taking the initiative to overcome practical issues together, couples can pave their way to lasting happiness and love in marriage. Sustaining love in marriage requires joint effort, navigating obstacles and conflicts that may arise. In summary, practical marriage and romantic love are not mutually exclusive. A romantic marriage means cherishing the every small joys along the way and providing mutual support when facing adversities in daily life.

In our ephemeral yet meaningful lives, love assumes a central role for ordinary individuals, profoundly influencing their well-being, happiness, and marriage. However, diverse perspectives abound regarding the interplay between love and marriage, with some contending that love can be romantic, while marriage necessitates practicality. From my vantage point, love stands as the fundamental bedrock of marriage. A practical marriage possesses the potential to radiate happiness and romantic love when couples actively seek fragments of joy in their daily lives. By proactively addressing practical challenges together, couples can pave the way for enduring happiness and love in marriage. Sustaining love in marriage demands collaborative efforts, adeptly navigating the obstacles and conflicts that may surface. In summary, practical marriage and romantic love are not mutually exclusive. A romantic marriage entails cherishing the small joys along the journey and offering mutual support when confronting adversities in daily life.

In our rapidly evolving world, computers play a central role in the daily lives of most ordinary individuals, significantly influencing the way we think and study. However, diverse perspectives exist regarding computers, with doubts and worries arising due to their widespread usage. Some people express concerns, believing that “The real danger is not that the computer will begin to think like man, but that man will begin to think like the computer.” From my standpoint, as the saying goes, “every coin has two sides,” and computers have become indispensable tools for people. However, we must avoid relying solely on computers to the extent that we abandon independent thinking. Computers are conveniences for problem-solving, but critical thinking is crucial to prevent being replaced by machines. The rapid advancement of technology has led to significant changes in computers over the last few decades. Artificial intelligence, simulating human thinking, has become increasingly sophisticated and capable, even outperforming humans in areas like chess and writing. While many worry about computers thinking like humans and potentially replacing them in various fields, the real concern should be that humans might begin to think like computers. It is undeniable that people have become deeply dependent on computers, both emotionally and intellectually. Unfortunately, many individuals are becoming immersed in the online world and are less inclined to think independently. In conclusion, computers are a double-edged sword. As ordinary individuals, we should maximize the benefits of computers while simultaneously engaging in critical thinking.

In our rapidly evolving world, technology assumes a central role in the daily lives of almost everyone, influencing various aspects such as food production. Genetically modified (GM) food, an outcome of cutting-edge and advanced technology, involves tinkering with genes through insertion. However, diverse perspectives exist regarding genetically modified food, with some viewing it as a fantastic solution to food scarcity, while others express persistent fears and concerns about its safety. From my standpoint, as the saying goes, “every coin has two sides,” GM food presents both benefits and risks. On the positive side, GM food can address hunger issues and offer enhanced nutritional content. Additionally, the use of fewer insecticides on GM crops is a notable advantage. However, the latent risks associated with genetic modification technology demand careful attention and further exploration. It is crucial to label GM foods so that consumers can make informed choices based on their preferences. In summary, GM food holds substantial benefits, provided we scrutinize the technology thoroughly and mitigate associated risks. Increased research efforts and funding should be dedicated to GM projects, fostering a collective endeavor to establish a safe GM food industry in our ever-expanding world with a growing population.

In our long but fleeting life time, work assumes a central roles in our daily life for ordinary individuals, which influence our sense of self-worth, financail well-being, personal fulfillment, and social interactions.However, people hold dramastic different perspective on work. Some view work as a taxing and stifled method to make a living while some relish their work and endeavor to derive pleasure from challenges. In my perspective, work is able to emanate happiness and the sense of self-worth by endeavoring to view job as a terrific way to challenge yourself and enjoy it. At the same time, job environment, appreciation of the boss, effective communication between coworkers, are also extremely crucial and decisive to people’s happiness.What’s more, people can try to immerse themselves in gratification of their work.Althought it seems duanting to face all the challenge and adversity, people can take a crack to trail a blaze. In a nutshell, the positive state of your mind and your own view of work determinate the job-satisfaction, which indirectly effect your happiness in general and your personal life.

Directions: In this part, you are allowed 30 minutes to write an essay on your view of the statement “Love can be romantic while marriage has to be pratical.” You should write at least 150 words but no more than 200 words. 爱与婚姻：实现共赴美好的契约

爱情和婚姻，虽然经常被放在同一框架中，但它们实际上是两个截然不同的概念。爱情如同初春的花朵，充满了激情和浪漫，而婚姻则是一座建立在承诺和责任之上的坚实之楼。 有人说婚姻可能是爱情的坟墓，但也有人认为它是爱情的保障。事实上，婚姻的走向并非注定，而是取决于夫妻双方的共同努力。要在婚姻中保障爱情，首先，需要双方共同努力。这不仅仅是一份契约，更是一场相互理解和尊重的智慧之旅。其次，夫妻之间的默契和包容是婚姻生活中的润滑剂，能够化解矛盾，保持感情的新鲜和活力。最后，双方需要携手应对生活的风风雨雨，共同面对压力和挑战，这样才能在婚姻的庇护下，让爱情在岁月的打磨中愈发坚固。 爱情和婚姻，是人生中最为重要的两个篇章。当我们能够用心对待婚姻，实现对爱情的珍视与守护，便能够共同走向更加美好的未来。愿每一对夫妻都能在婚姻的长河中携手前行，共同书写属于自己的幸福传奇。 Properly Rouse the crowd Hybrid creatures In a sombre mood/looked sombre and pensive/ Specimen The competition get keener and the required standards of work get higher Plough on and hope the commission back down/Plough through the book/plough through mud A gleam of hope一线希望/ be gleamed with moisture Conscious of a queer feeling of pity for him Fluttering from side to side Have a zest for life and a quick intellect Provided a man does not have to work so hard as to impair his vigor , he is likely to have more zest in his free time than an idle man could possibly find. Meagre income,meagre opportunities. State-of-the-art 最先进的 Derive enjoyment from helping others Primarily 主要的

Cascading failure级联故障 Provoke a cascade of bankruptcies一连串的破产 Temporal 世俗的 Deviation偏离 Fraud 诈骗 Extortion勒索，敲诈 Collide 冲突 Regularly collide over policy decisions经常与政治决定有冲突 Constitutive基本的，本质的，构成分子的 Memory is constitutive of identity记忆是身份的一个重要构成部分。 Inflict 遭受，inflict on使承担 inflict punishment处以惩罚 Inflict damages on others 对别人造成伤害 The bursting of the bubbles will inflict broad damage Impersonate 模仿 Impersonate an officer Extort敲诈 Comprise构成 Older people comprise a large population of those living in poverty Format 使格式化，格式 Concurrency并行性 Rectify纠正矫正 Rectify the market order Improve and rectify Interpretability 可解释性interpretability

论文 REALISE model: 1.utilizes multiple encoders to obtain the semantic ,phonetic , and graphic information to distinguish the similarities of Chinese characters and correct the spelling errors. 2.And then, develop a selective modality fusion module to obtain the context-aware multimodal representations. 3.Finally ,the output layer predict the probabilities of error corrections.

Encoders: Semantic encoder: BERT, which provides rich contextual word representation with the unsupervised pretraining on large corpora.

Directiond:For this part, you are asked to write a short essay entitled “My View on Work”. You should write at least 150 words following the outline given below in Chinese:

My View on Work Individuals hold varying perspectives on work. Someone think work as method to make a living and even some people disaffected their work and feel stifled,taxing,menial,unbearable ,miserable,daunting in their work .However, someone think work as a source of happiness, which I think when work atmosphere is great and boss is great and coworkers are nice ,then you can find your happiness in work. But if you are not lucky enough to conquer good environment , work can be just a tool to survive. Clever person, who understanding that happiness from themselves, endeavor to treasure every challenge and elevate every small success to the sublime so that they can immerse themselves in the pleasure of work. If you are sadly falling into an inextricable position, work maybe a There is an inextricable link between happiness and work ,so only clever and lucky enough, to find their fitting position. Supportive boss and friendly coworkers are what the job entail and really matters. With a holistic point of view, work is so important that most of your life gonna spend on it . If your boss not appreciate your endeavor and unvalued your work and not supportive , your career will ground to a halt and retard your abilities. Looking over the fields that Terrific Take a crack Is a decisive factor Relish the challenges and pleasure your experience Rather than seeing the unknown as a threat, relish it as a challenge.

Happiness originates from within, and it’s a wellspring that can be tapped into repeatedly, tirelessly, and without hesitation. Time and time again, we must be resolute in rescuing ourselves from the trials and tribulations of this world, just like a relentless and unwavering river, carving its own path through the toughest terrain. It’s in our hands to create our joy, drawing from an eternal reservoir deep within our souls, refusing to be extinguished by the challenges we encounter. 幸福源于内心，它是一个可以反复、不知疲倦、毫不犹豫地挖掘的源泉。一次又一次，我们必须坚定地从这个世界的考验和磨难中拯救自己，就像一条无情而坚定不移的河流，在最艰难的地形中开辟自己的道路。它掌握在我们的手中，创造我们的快乐，从我们灵魂深处的永恒水库中汲取，拒绝被我们遇到的挑战所消灭。

In our short life, work is indispensable for most of us, which is closely to our living standard,individual satisfaction, social circle. In addition, we will spend an immense amount of time in work. However, individuals hold varying perspectives on work.Some people think work sheer a means of living, and even some people disaffect their work and feel stifled,daunted for many sophisticated reasons. On the contrary, there are plenty of people really relish their work and pleasure their challenging yet wonderful experience in work. From my perspective, clever people,who know that “happiness originates from within, and it’s a wellspring that can be tapped into repeatedly, tirelessly, and without hesitation”, endeavor to treasure every challenge and elevate every small success to the sublime so that they can immerse themselves in the pleasure of work. There is an inextricable link between work and happiness, because supportive boss and friendly coworkers are the decisive factor that whether you are happy in work. So we are entailed to carve our own path full of thorns by changing our position or communicating with boss, because we must be resolute in rescuing ourselves from the trails and tribulations of this world, refuse to be extinguished by the challenges we encounter, struggle relentlessly to find our happiness in life.

In our fast-paced and often demanding lives, work assumes a central role for the majority of individuals. It significantly influences our financial well-being, personal fulfillment, and social interactions. Furthermore, it consumes a substantial portion of our time. However, people hold a myriad of perspectives regarding work. Some view it solely as a means of survival, while others find themselves disheartened and overwhelmed due to various complex reasons. On the other hand, there are those who genuinely relish their work, deriving pleasure from the challenges it presents. From my perspective, those who understand that “happiness originates from within, and it’s a wellspring that can be tapped into repeatedly, tirelessly, and without hesitation” make a conscious effort to value every challenge and elevate each small achievement to a higher level. This allows them to immerse themselves in the gratification of their work. The connection between work and happiness is indisputable. Supportive supervisors and congenial colleagues can significantly impact one’s happiness at work. Therefore, it becomes crucial for us to navigate our own path, even when faced with adversity. Whether through changing our job roles or improving communication with our superiors, we must remain steadfast in our commitment to overcome challenges and relentlessly strive to discover happiness in our lives.

In our long but fleeting life, work is indispensable for most of ordinary people, which is closely related to our living standards, individual satisfactions, and social circles. In addition, we have to spend an immense amount of time at work. Nevertheless, individuals hold varying perspectives on work. Some people think work is sheer means of living, and even some people disaffected their work and feel stifled, daunted for various sophisticated reasons. On the contrary, there are plenty of people really relish their work and pleasure their challenging yet wonderful experience in work. From my perspective, clever people, who know that “happiness originates from within, and it’s a wellspring that can be tapped into repeatedly, tirelessly, and without hesitation”, endeavor to treasure every challenge and elevate every small success to the sublime so that they can immerse themselves in the pleasure of work. There is an inextricable link between work and happiness, because supportive bosses and friendly coworkers are both the decisive factor that whether you are happy in work. So we entail to carve our own path full of thorns by changing our position or communicating with boss, for the reason that we must be resolute in rescuing ourselves from the trails and tribulations of this world, refuse to be extinguished by the challenge we encounter, struggle relentlessly to find our happiness in life.

Directions:For this part, you are allowed 30 minutes to write an essay entitled Man and Computer by commenting on the saying, “The real danger is not that the computer will begin to think like man, but that man will begin to think like the computer. '” You should write at least 150 words but no more than 200 words.在这部分，你有30分钟的时间写一篇文章，题目是“人与计算机”。文章的题目是:“真正的危险不是计算机开始像人一样思考，而是人开始像计算机一样思考。”’”你应该写至少150字但不超过200字。 When technology becomes increasingly advanced and cutting-edge, the computer has been changing dramatically for the last decades. Artificial intelligence, which simulates human beings’ way of thinking, is more and more smart and impressive so that they can beat humans in different fields such as chest, writing and so on. Whereas, a lot of people are getting worried about computers will begin to think like men, and it’s getting harder to discern men and computers so that computers will replace humans at work. However, the real danger that should be concerned is that man will begin to think like the computer. There is no denying that people are dependent on computers with heart and soul. It goes without saying that people are getting indulged in network and are not willing to think independently. In a nutshell, the computer is a double-edged sword. As regular people, we should make the most of computers, and think critically on our own at the same time.

Lamented to me Grieve with sb for sth Rest on laurels不思进取；固步自封 Bang on windows Sacred time Diagnosis with verdict Infatuation is gorgeous With the premise that Emanate from loving Powerful healing energy emanate from loving Energy spring from conflicts Grieve for /distressed for Collide with sb over sth/conflict with sb over sth A subtle influence emanates from the teacher upon his students Display their infatuation/passion for their favorite movie starts Be gorgeous with sth Infantile/childish argument Comprehensive diagnosis of the city’s problem Lament the fact that Attention spring from concern Proponent of sth Tamper with nature at our peril Feed a warming ,increasingly populous world Sag into his desk Gesture at the air Despair at the relentless need Confront bogus fear over A stream of exonerating evidence Have the opposite complaint Raise sharp questions Slip through A tiny minority of The focus of vicious attacks on their credibility Overwhelming evidence Debate over Continue to rage Be bundled with Shut down A stream of Nothing short of