Chapter 253 Quietly changing the world

The purpose of this step is to complete a preliminary analysis of the preprocessed original text through this series of calculations.

Content selection is to select the corresponding subset of text units from the weighted text units (that is, the text analyzed by the weight in step II) to form a summary candidate set, which can be based on the required summary length, linear programming, submodular functions, and heuristics

Algorithms, etc. select text units;

Content organization refers to organizing the content of the candidate set to form a final summary, which can be output in order according to the word count requirements. Some researchers have also proposed using methods based on semantic information, templates and neural network learning to generate summaries that meet the requirements.

From the corresponding descriptions of these levels of the technical framework, we can see that weight calculation, content selection, and content organization are all very important.

If you can't figure out the weight calculation and content selection, you won't know exactly where to summarize the text when summarizing.

If the content organization is not handled properly, it will directly affect the user experience.

Under this circumstance, people in this time and space do pay more attention to the three aspects of weight calculation, content selection and content organization of automatic text summarization when conducting research on automatic text summarization.

Once upon a time, according to Eve Carly's thinking, she did not understand why Lin Hui was so interested in a patent such as "A New Method for Text Judgment, Screening and Comparison" that focused on content representation.

Even for a time, both Eve Carey and Ewald Cherry thought that Lin Hui was simply trying to show his favor to Eve Carey by purchasing some trivial patents that were related to Eve Carey but were actually insignificant.

.

But looking at it now, it is obvious that this is not the case.

If Eve Carley's presumption about Lin Hui's academic habits is true.

That is to say, “If a scientific research project involves multiple links, each link has room for action.

Then Lin Hui will definitely put the main effort in the initial stage or open up a new track before the initial stage." If this is true.

So if Lin Hui makes an action in a framework involving automatic text summarization, he is most likely to start with the "content representation" link that other researchers are indifferent to.

After all, content representation is the very first step in the automatic text summarization framework.

If Lin Hui does something under the existing framework, he will most likely have to make a fuss about content presentation.

In this way, a patent like "A New Method for Text Judgment, Screening and Comparison" is not a useless patent for Lin Hui.

On the contrary, it may be a very important patent.

And consider that Lin Hui almost never does anything meaningless.

Eve Carly felt that it was absolutely impossible for Lin Hui to spend hundreds of thousands of dollars to acquire patents just to please a stranger.

Since Lin Hui purchased "A New Method for Text Judgment, Screening and Comparison", he must have taken a fancy to the value of the patent.

And the value that Lin Hui sees is probably what Eve Carly guessed.

Eve Carly felt more and more that this judgment was correct.

The patent "A New Method for Text Judgment, Screening and Comparison" was the first patent that Eve Kali applied for when she was 18 years old.

This patent was held by Eve Carley for six or seven years before it was officially transferred to Lin Hui.

However, Rao had held the patent on this algorithm for several years, and Eve Carly had never discovered the potential value of the patent before that.

In her eyes, this patent has almost no value other than its commemorative value (it is the first patent after all).

The patents I once owned were not only valuable, but their value was probably huge.

Eve Carly couldn't laugh or cry at this inference.

A patent that I have been working on for a long time has not exerted its real value in my own hands.

But it has greater value to others?

It’s not just as simple as having greater value.

Indeed, as he speculated, it means that such a patent that has almost no use in the eyes of Eve Carly has great possibility of taking on new life in the hands of LIN HUI.

Eve Carly once thought she could accept it all calmly.

But when she really came to the corresponding judgment, Eve Carly still couldn't help but feel some ripples in her mood.

After all, the core content of the patent "A New Method for Text Judgment, Screening and Comparison" is mainly responsible for primary tasks such as content representation in automatic text summarization.

This patent was once regarded as a low-level patent by Eve Carley.

But Lin Hui proved to her that there is no such thing as a low-level patent, only a low-level vision.

This is a slap in the face, and it would be difficult for anyone to remain completely indifferent.

Of course, Eve Carly only had some ripples and emotions deep in her heart, and she didn't care too much about it.

Besides, the so-called Di Linhui proved to her that there are no low-level patents, only low-level vision.

It was only proved by Lin Hui unintentionally, rather than Lin Hui deliberately doing it.

Anyway, since coming into contact with Lin Hui, Eve Carly felt that people with Lin Hui's personality rarely did something specifically just to slap others in the face or to show their quickness.

In Eve Carly's view, Lin Hui always does things according to his own unique rhythm, step by step.

It may seem like a slow and slow movement, but only after careful attention you will find that everything is arranged extremely precisely, and it is quite a posture of being surrounded by layers of attack.

As an opponent, you will know the horror of Lin Hui. Every time you take a step, you will find that your opponent has set up several obstacles for you. How can this feeling not be terrifying?

Eve Carly was a little lucky not to continue to be Lin Hui's enemy, but to become Lin Hui's same camp.

Of course, Lin Hui never seemed to have any thoughts of simply being enemies with others.

Lin Hui is always serious about being himself, but what Lin Hui doesn't know is that in the process of his efforts to become a better person, he has quietly changed the world without knowing it.

After arriving in China and being able to officially meet Lin Hui.

Eve Carley's e-mails have recently been flooded with emails from colleagues in American academia.

The question most asked by these people is not whether she has figured out the secret of the generative text summarization algorithm after coming into contact with LIN HUI.

The most curious question among these people is what kind of person Lin Hui is.

What kind of person is Lin Hui?

It's hard to describe Eve Carly in specific words.

Before she came into contact with Lin Hui, the most profound impression Lin Hui had on Eve Carly was Lin Hui's talent.
Chapter completed!