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题型:完形填空 难度:0.15 引用次数:916 题号:1275609

It was raining. I went into a café and asked for a coffee. _________ I was waiting for my drink, I realized that there were other people in the place, but I sensed _______. I saw their bodies, but I couldn’t feel their souls _________ their souls belonged to the _________.

I stood up and walked between the tables. When I came to the biggest computer, I saw a thin, small man _________ in front of it. “I’m Steve”, he finally answered after I asked him a couple of times what his name was. “I can’t talk with you. I’m _________”, he said. He was chatting online with somebody—probably someone he didn’t know—and, _________ , he was playing a computer game—a war game. I was_________.

Why didn’t Steve want to talk with me? I tried _________ to speak to that computer geek (怪人), ________ not a word came out of his mouth. I touched his shoulder, but no reaction. I was __________. I put my hand in front of the monitor, and he started to shout, “ __________!” I took a few steps back, wondering if all those people in the café were looking at me. I __________, and saw nobody showed any interest.

________ , I realized that the people there were having a nice conversation with their machines, not with people. They were more __________ having a relationship with the __________, particularly Steve. I wouldn’t want to __________ the future of human beings if they preferred sharing their lives with machines ____________ with people.

I was worried and I sank in my thoughts. I didn’t even ________ that the coffee was bad, __________ Steve didn’t notice there was a person next to him.

1.
A.BeforeB.SinceC.AlthoughD.While
2.
A.painB.lonelinessC.sadnessD.fear
3.
A.becauseB.whenC.untilD.unless
4.
A.homeB.worldC.netD.café
5.
A.sleepingB.laughingC.sittingD.learning
6.
A.busyB.thirstyC.tiredD.sick
7.
A.first of allB.just thenC.at the same timeD.by that time
8.
A.surprisedB.delightedC.movedD.frightened
9.
A.onceB.againC.firstD.even
10.
A.butB.soC.ifD.or
11.
A.excitedB.respectedC.afraidD.unhappy
12.
A.Shut upB.Enjoy yourselfC.Leave me aloneD.Help me out
13.
A.walked aboutB.walked outC.raised my handD.raised my head
14.
A.From then onB.At that momentC.In allD.Above all
15.
A.interested inB.tired ofC.careful aboutD.troubled by
16.
A.computerB.soulC.shopD.geek
17.
A.tellB.planC.imagineD.design
18.
A.other thanB.instead ofC.except forD.as well as
19.
A.pretendB.understandC.insistD.realize
20.
A.as ifB.just asC.just afterD.even though
2010·四川成都·一模 查看更多[6]

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文章大意:本文是一篇说明文。文章介绍了像迁移学习这样的小数据方法比数据密集型“大数据”更有优势,但它还需要得到认可,才会有更多的资源来支持它的广泛使用。

【推荐1】‘Small Data’ Are Also Crucial for Machine Learning

Many people relate “artificial intelligence” with “big data.” There’s a reason for that: some of the most prominent AI breakthroughs in the past decade have relied on enormous data sets. Image _________ made great progress in the 2010s thanks to the development of ImageNet, a data set containing millions of images hand sorted into thousands of categories. More recently, GPT-3, a language model, was trained on _________ online texts to produce humanlike text in Jan, 2021. So it is not surprising to see AI being tightly connected with “big data” in the _________ imagination. But AI is not only about large data sets, and research in “small data” approaches has grown extensively over the past decade. The so-called transfer learning serves as an especially _________ example.

Also known as “fine-tuning,” transfer learning is helpful in settings where you have _________ data on the task of interest but abundant data on a related problem. You need to first train a model using a big data set and then retrain slightly using a smaller one related to your _________ problem. A research team working on German-language speech recognition, _________, showed that they could improve their results by starting with an English-language speech model trained on a larger data set. Then, they used transfer learning to _________ that model for a smaller data set of German-language audio.

Small data approaches such as transfer learning are more _________ than more data-intensive methods. They can promote progress in areas where little or no data exist, such as in forecasting natural hazards that occur relatively __________. In this context, small data approaches will become increasingly important as more organizations look to diversify AI application areas and invest in previously __________ fields.

Despite the progress in research, transfer learning has received relatively little __________. While many machine learning experts are likely familiar with it at this point, the existence of techniques such as transfer learning does not seem to have reached the awareness of the broader space of policymakers in positions of making important decisions about AI funding and __________.

As long as the success of small data technique like transfer learning is __________, resources can be allocated to support their widespread use. In that case, we can help correct the popular __________ regarding the role of data in AI and foster innovation in new directions.

1.
A.standardB.classificationC.qualityD.acquisition
2.
A.writtenB.limitedC.spokenD.abundant
3.
A.moralB.visualC.literaryD.popular
4.
A.complicatedB.interestingC.promisingD.distinguished
5.
A.extraB.differentC.availableD.few
6.
A.personalB.specificC.technicalD.potential
7.
A.in additionB.or ratherC.in particularD.for example
8.
A.adjustB.inventC.followD.check
9.
A.definiteB.advantageousC.complexD.precise
10.
A.remotelyB.severelyC.ultimatelyD.rarely
11.
A.underexploredB.underestimatedC.underpopulatedD.underqualified
12.
A.guidanceB.respectC.supervisionD.visibility
13.
A.publicationB.adoptionC.trackingD.polishing
14.
A.celebratedB.evaluatedC.recognizedD.diversified
15.
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【推荐2】The networked computer is an amazing device. It is the first media machine that serves as   the mode of production (you can make stuff), means of distribution (you can upload stuff to the network), site of _____ (you can download stuff and interact with it), and place of praise        and criticism (you can comment on the stuff you have downloaded or uploaded). _____, the computer is the 21st century’s culture machine.

But for all the reasons there are to _____ the computer, we must also act with caution.   This is because the networked computer has started a secret war between downloading and uploading—between passive consumption and active   _____—whose outcome will shape     our collective future in ways we can only begin to imagine.

All animals download, but only a few upload anything besides faces and their own bodies. Humans are _____ in their capacity to not only make tools but then turn around and use them to create superfluous( 过 剩 的 ) material goods (paintings, sculpture and architecture) and superfluous experiences (music, literature, religion and philosophy). _____, it is precisely       these superfluous things that define human culture and ultimately what it is to be human. Downloading and consuming culture requires great   skills, but _____ to   move   beyond downloading is to rob oneself of a defining ingredient of humanity.

Despite the possibilities of our new culture   machines, most people are   still _____ download mode, brought about by television watching. Even after the _____ of widespread social media, a pyramid of production remains, with a small number of people uploading material, a slightly larger group commenting on or modifying that content, and a huge percentage   remaining satisfied to just _____.

The networked computer offers the first chance in 50 years to _____ the flow caused       by TV viewing, to encourage thoughtful downloading and, even more importantly, meaningful uploading. The computer offers the opportunity to bring about a complete _____ from the     culture of television and a shift from a consumption model to a production model. This is   a historic opportunity. Fifty years of television dominance has given birth to an unhealthy culture. The _____ is now in our collective grasp. It involves controlling our intake, or downloading, and _____ our levels of activity—uploading.

Of course people will still download. Nobody uploads more than a tiny percentage of the culture they consume. But using the networked computer as a download-only device, or even a download-mainly device, is a _____ opportunity that history affords us. Therefore, the goal must be to establish a balance between consumption and production.

1.
A.celebrationB.conversationsC.receptionD.ceremonies
2.
A.Without doubtB.In returnC.In particularD.By contrast
3.
A.liberateB.celebrateC.concernD.reject
4.
A.requestB.supportC.defenseD.creation
5.
A.uniqueB.familiarC.efficientD.loyal
6.
A.In additionB.In factC.For instanceD.By the way
7.
A.strivingB.comparingC.failingD.attempting
8.
A.optimistic aboutB.unfamiliar withC.stuck inD.ashamed of
9.
A.transformationB.emergenceC.encounterD.maintenance
10.
A.consumeB.neglectC.combineD.innovate
11.
A.enhanceB.quickenC.reverseD.extend
12.
A.outcomeB.exposureC.breakD.evolution
13.
A.puzzleB.cureC.regretD.favor
14.
A.analyzingB.maintainingC.featuringD.increasing
15.
A.wastedB.treasuredC.multipliedD.revised
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【推荐3】Clearly if we are to participate in the society in which we live, we must communicate with other people. A great deal of_________is performed on a person-to-person basis by the simple___________of speech. If we travel in buses, buy things in shops, or eat in restaurants, we are likely to have___________where we give information or opinions, receive news or comment, and very___________to have our views challenged by other members of society.

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Communication is no longer merely concerned with the transmission of information. The modern communication industry______________the way people live in society and broadens their horizons by allowing____________to information, education and entertainment. The printing, broadcasting and advertising industries are all involved with informing, educating and entertaining.

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1.
A.communicatingB.deliveringC.addressingD.exchanging
2.
A.ideasB.explanationC.solutionsD.means
3.
A.conversationB.concentrateC.attemptsD.interruptions
4.
A.reluctantlyB.likelyC.absolutelyD.suddenly
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A.contactB.occasionC.feedbackD.reactions
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A.challengingB.dominatingC.attractingD.improving
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A.grownB.increaseC.approvalD.invention
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A.come throughB.resulted fromC.led toD.brought in
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A.givenB.restrictedC.opposedD.guaranteed
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A.fortunateB.visibleC.hopefulD.respectable
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A.channeledB.boughtC.appliedD.transformed
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A.influencesB.providesC.correctsD.protects
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A.guidanceB.accessC.movementD.reception
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A.considerableB.impressiveC.valuableD.available
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A.In additionB.For exampleC.ThereforeD.However
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