Thinking

Some reflections on mainstreaming

Generally speaking, we always tend to follow the path taken by others. Once we deviate from what everyone considers to be the right path, we feel that we are in a state of suspension and consider ourselves to be in a state of danger. We tend to think that a certain mainstream idea that everyone has is correct, without thinking about why it is correct and the logic behind those ideas. While conforming to the mainstream way can lead to some results, this way is not always best for you and you may just be following blindly. If someone asks for your advice, you may state these mainstream ways without thinking, but when someone asks you why they are correct, you may not know how to answer. Having … Read more

On Theory Accumulation and Practical Experience in Learning

You must keep learning and enriching yourself as you grow in life. Why do I need to keep learning even after I leave school? Because I need to keep becoming a better and more complete person. On the other hand, by constantly learning and expanding my horizons and enriching my world, this can lead to a fulfilling life. Effective study time invested in your career can make you a more professional person, make you more irreplaceable, and enable you to do more important work. But for me, learning is not just for a better future, it is a lifelong hobby that makes everyday mundane life a joy. And learning is nothing but atmosphere two aspects, theory and practice. Through theory, I am able to enter a certain field … Read more

Relativity and conditionality of knowledge

This article was generated by AI based on the analysis of the original article. Having a broad and deep knowledge is essential for personal development, as it not only enhances our depth of thinking, but also our ability to deal with complex issues. The acquisition of knowledge is not simply a matter of absorbing external information, but requires deep personal consideration and critical analysis. In this process, understanding the relative and conditional nature of knowledge becomes particularly important. Relativity and conditionality of knowledge Importance of knowledge application Personalized Path to Success Conclusion In summary, the accumulation and application of knowledge is critical to personal growth and success. We need to recognize the relative and conditional nature of knowledge, and absorb and apply knowledge through critical thinking and in-depth … Read more

An Introduction to Focusing on a Goal and Trying to Achieve It

Actual Published: 2018-05-26 Original Article Discussion. In our journey to pursue our goals, we often hope to achieve them quickly, but this mindset often leads us to feel impatient and anxious. Instead, we should cultivate an inner calm and patience while maintaining a clear vision of our goals in our minds. In this way, we can remain calm and minimize external distractions, thereby planning our actions more thoroughly and thoughtfully and increasing the likelihood of success. Concentration is crucial in the process of taking action. We need to give our full attention and focus on the goal. Only then will we be able to realize our full potential and ability to think, and thus become more professional and focused in the area we are pursuing. In order to … Read more

An Introduction to the Unity of Knowledge and Action

Actual Published: 2018-05-26 Original Article In the reality of action, we often mistakenly believe that knowledge alone is enough to guarantee success. However, the reality is far more complex than our theories. Changes and uncertainties in things are the norm, and these changes often become obstacles in our practical actions. Therefore, we must remain cautious in our actions in order to cope with unexpected situations that may arise. Inconsistency between knowledge and action Limitations of Knowledge: We often think that knowledge equates to a guarantee of success, but this is an idealized idea. In reality, the knowledge we learn is usually based on theories and subjective imagination, which can hardly cover all possible situations and details. Therefore, the realization of success requires us to experiment and accumulate experience … Read more

On what is the nature of things

Actual Published: 2018-05-25 Original Article In my daily life, I started writing these words by chance. Writing for me is not only a soothing of the mind, but also a deepening of thinking. Through writing, I am able to organize my thoughts and quiet my mind to think deeply. These words seem to be a philosophical outfit, both a sharp weapon for theory and a sturdy defense shield. They help me to face the challenges and confusions in my life, which include thoughts on the theory of knowing and doing. These thoughts stem from my daily life, the books I read and my personal reflections. Limitations of Sensory Knowledge When we try to understand an object, we usually rely on our senses, such as looking with our eyes, … Read more

On the psychological phenomenon of “antiplasmatic change”

Actual date of writing: 2017-05-14 11:08:30 Original article Understanding the phenomenon of antiplasmodial change requires an in-depth exploration of the psychological and philosophical mechanisms behind it. Antiplasmic change is not just a simple psychological reaction, but a process involving complex emotions, beliefs, and perceptions. It reveals the deep structure of human cognition and how we process information and emotions. This phenomenon is ubiquitous in everyday life and can be influenced by antiplasmodic change, from our understanding of relationships to our view of the world. The Psychodynamics of Antiplasmic Change Cognitive Dissonance Theory: Cognitive Dissonance Theory, developed by psychologist Leon Festinger, explains the psychological state of an individual when confronted with contradictory information. When our beliefs conflict with new information, psychological discomfort may result. In some cases, in order … Read more

TransRepair: Automatic Testing and Improvement of Machine Translation

Recently, I read a research paper called TransRepair: Automatic Testing and Improvement of Machine Translation. The paper describes a methodology called TransRepair for automated testing of machine translation models under the software testing domain. Below, I will summarize the paper in several ways and discuss the key points. Introduction to TransRepair TransRepair is a method for automatically detecting and fixing conformance problems in machine translation software. It provides both black-box and gray-box approaches to address machine translation software conformance issues.The main steps of TransRepair include generating test cases, creating test guidelines, and automating the repair process. The method provides clear, rigorous and detailed algorithms for test case generation and uses four methods for quantifying sentence differences for comparison. In addition, TransRepair utilizes the principle of structural consistency as … Read more

Structure-Invariant Testing for Machine Translation (SIT) Paper Reading Summary

I have previously read the paper Structure-Invariant Testing for Machine Translation, which proposes a method for detecting the robustness problem of machine translation software systems. Below I will detail my understanding of its contents from several aspects. thrust SIT is a method for detecting robustness problems in machine translation software systems. This method utilizes a metamorphosis relation in a metamorphosis test, i.e., “structural invariance”. By selecting original sentences, generating similar sentences, obtaining results from translation software, performing constituent parsing and quantifying sentence differences, and filtering and detecting problems according to a set threshold, SIT can efficiently detect robustness problems in machine translation software systems. According to the experimental results, SIT can process 2k+ sentences in 19 seconds and achieves 70% accuracy for Google/Bing Translate. However, there is still … Read more