Time Travel: 2014

After replying to Goose Factory's email, Lin Hui replied to many more emails.

Among the many emails, Lin Hui also received an email from Eve Carly.

Lin Hui glanced at it and saw that it was about academic content again.

And they are all very basic content in the previous NLP direction.

Although they are all very basic content.

But academically there are no castles in the air.

It’s probably not a dream to go straight to the core breakthrough without doing a good job in the basics.

Therefore, even though these things are very basic, Lin Hui must take them very seriously.

The only thing to blame is that many studies involving machine learning in this time and space are too spread out.

But having said that, if this time and space were not so stretched in terms of machine learning.

Although Lin Hui is still able to enjoy it like a fish in water.

But the things that can be done are greatly reduced.

Maybe this is the trouble of happiness.

Lin Hui checked the email sent by Eve Carly.

The content surprised Lin Hui a little.

The email from Eve Carly was an essay.

Eve Carley said she compiled her recent discussions with Lin Hui and the research she was inspired to conduct in the form of a paper.

Ask Lin Hui if he is willing to publish this article.

This surprised Lin Hui a little.

I didn't expect Eve to be so capable.

Some time ago, Lin Hui thought about writing some papers to consolidate his previous results after he became a prospective freshman.

But I have been very busy with various things.

Just ignored this matter.

I never expected that it would take no effort at all now.

Lin Hui read this paper by Eve Kalima.

Although in the previous life, it could only be published in domestic journals.

But this time and space can be completely turned into an SCI paper.

The so-called SCI papers are papers published in journals included in SCI.

SCI papers are often an elusive obstacle in the academic careers of countless academics.

Many researchers almost compete with SCI papers in their academic careers.

The situation was slightly better in the following years. It is now 2014, and SCI's status is even higher at this time.

The reason why the evaluation system of an overseas paper is so highly praised.

On the one hand, it is because of SCI’s long-term influence.

On the other hand, it may be due to the influence of the theory that "monks outside can chant sutras" in the minds of scientific researchers.

In short, at the current (2014) stage, SCI paper-related indicators have almost inevitably become core indicators for academic evaluation, as well as professional title evaluation, performance appraisal, talent evaluation, subject evaluation, resource allocation, school ranking, etc.

Even in the case where a large number of schools have not established evaluation indicators suitable for job characteristics, subject characteristics, and research nature.

Things like the number of SCI papers and paper impact factors have even become hard currency in academic circles.

At least at this time in academic circles (domestic) SCI is quite valuable.

When it comes to future development, although Lin Hui cannot be said to be obsessed with academics.

In the next few years, major universities abandoned the "paper-only theory".

It is required that evaluation paths with different emphasis should be established for different types of scientific research work.

The evaluation focuses on the innovation level and scientific value of the paper, and does not use the relevant indicators of SCI papers as a direct basis for judgment;

The focus of technical evaluation on solving key technical problems in production practice should focus on actual contributions (for example, the actual effects of industrial application of new technologies, new products, and new processes)

The paper should not be used as the sole basis for evaluation.

After that, SCI was not so deified.

Prior to this, SCI had always been on the altar.

But it seems like things are a little different now.

After being reborn, Lin Hui felt that it was just SCI and not that far away.

Not only is it not far away, it is actually very easy.

If the scientific research dogs in the next few years knew about Lin Hui's emotions at this time, he would probably have murderous intentions.

But it is true.

If you have the ability, you can be reborn...

Anyway, Lin Hui felt that the paper compiled by Eve Carly only needed to be published.

There is absolutely nothing wrong with SCI.

Can articles at the level of ordinary journals in the previous life become SCI in this time and space?

It seems weird, but it's true.

The progress of the times is rapid.

Lin Hui read the paper compiled by Eve Carly.

Although the technology inside is nothing to Lin Hui.

But there are too many new and groundbreaking ideas for people in this time and space.

Lin Hui thinks it would be absolutely fine for SCI to publish such an article.

Even SCI District 1 is not a big problem.

And with the help of some academic channels at MIT.

It is not impossible for a published paper to be directly published in a top journal.

Although Eve Carly has compiled the results of recent discussions between Lin Hui and her in the form of a paper, and the results are pretty good.

But Lin Hui decided to improve it based on the paper written by Eve Carley.

After all, this was Lin Hui's first purely academic performance in this time and space.

For this debut, Lin Hui hopes to be perfect.

Although almost nothing in the world is perfect.

But Lin Hui’s philosophy has always been to either don’t do it or to do it to the extreme.

Driven by this belief, Lin Hui will certainly go all out for his first paper after rebirth.

Although this is not the first time Lin Hui has written this aspect of the paper.

But I obviously can't remember this kind of thing.

Although the code is sometimes written irregularly, it may run inexplicably.

But if there are too many loopholes in the paper or something.

That's really ridiculous.

In short, although Lin Hui is eager to produce results in this aspect of the paper.

But when it comes to specific actions, there is no rush.

It seems that it can only be polished with time.

All in all, this was destined to be a sleepless night.

Originally, Lin Hui didn't need to be so anxious.

However, the email sent by Eve Carly also mentioned the follow-up of generative summary algorithms in the United States.

Although the situation is not pessimistic, it cannot be said to be very optimistic.

After Lin Hui tinkered with the generative summary algorithm.

Many commercial scientific research institutions in the United States are rapidly following Lin Hui's research.

In addition, many American universities with strong computer capabilities (including but not limited to MIT, Stanford University, Carnegie Mellon University, etc.) are also following this direction.

It is not surprising that these overseas scientific research institutions will quickly follow up on Lin Hui's research.

Although research in this area involving text summarization, a subdivision of natural language processing, seems inconspicuous.

Most of the ordinary people don't even know that anyone is engaged in this field.

But this does not hinder the importance of text summaries for the progress of human civilization.

Lin Hui has already made many arguments in this regard before.

In fact, these overseas scientific research teams in this time and space should attach great importance to the research of text summarization from the beginning.

It’s just that now the level of emphasis has been raised to another level.

The reason for raising the level of attention to a higher level is inextricably linked to the noise caused by Lin Hui.