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Paraphrase Games and Activities You Should Know

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Paraphrase games and activities teach your students to paraphrase without putting them to sleep. This article teaches and reinforces this skill in fun and exciting ways by using activities and games.

Students must sometimes find solutions or facts from what they’ve read and not merely duplicate the source. We call this “paraphrasing.”

Why does this matter? First, we want to make sure we don’t plagiarize, so we don’t use someone else’s work and call it our own. After rephrasing and rethinking, teachers need to hear what a student says to know if they understand.

Paraphrase games and activities teach your students to paraphrase without putting them to sleep.

Why Play Paraphrase Games?

Teachers must often hear students synthesize and rewrite words to evaluate if they grasp it. Most people aren’t born knowing how to paraphrase. These activities and games teach and reinforce paraphrase.

Most of us aren’t born knowing how to paraphrase, though. Use these games and activities to help your students learn and practice paraphrasing.

1. Paraphrasing Races

The teacher puts the students into groups and gives each group a sentence. They have three minutes to come up with as many different ways to say the sentence as they can. Each good way of putting it is worth one point. The winner is the team with the most points.

2. Fun Question and Answer

At its core, paraphrasing means rewriting something in your own words, so have students start by doing that. Split your students into pairs and ask them questions.

Questions like “What did you do yesterday after school?” Tell me your vacation plans etc.

  • Student A gives a three- or four-sentence answer to the question.
  • Student B rewrites what Student A said.
  • Then, each pair changes roles.

You should show the class how to do this a few times before you start.

3. Quiz, Quiz, Trade Game

This is another version of the “Talk at First” Game. Start by:

  • Giving each student a piece of paper with a sentence on it.
  • Have students find partners.
  • Student A says her sentence, and Student B rewrites it in his or her own words.

The students then switch places. Then, they trade cards and go on to find different partners.

4. The Use of Index Cards

Ask students to take something their parent or sibling says and put it in their own words. Send them home with two index cards. On one, have them write down the original idea and on the other, how they changed it. Share the next day in class.

5. Identify Me

Make index cards with samples of academic text, like a few sentences from your science or social studies book.

Instructions

Give each group both a set of sample text cards and a set of blank index cards. Have each group choose someone to be the first judge and someone else to be the reader.

The judge picks a ready-made card and reads it out loud. Then, the judge puts it in the middle of the group so that everyone can see it.

Everyone in the group (except the reader) rewrites the text in their own words and writes it on a blank index card.

The card is then put in the reader. The reader reads each quoted card aloud, and the judge tries to guess who authored it. Give points for each right answer. Switch roles and keep playing until all of the task cards are used up.

6. Paraphrase Together

Try rewriting a short paragraph as a whole class. Use your document, camera or write it on the board to show the paragraph. You might want to give each student a copy. Make sure your pupils are aware of the distinction between paraphrasing and summarizing . Talk about the different ways to do things.

The students are to use the Four R’s to paraphrase correctly.

Reword the sentences

  • Students should try to reword the sentences. Use synonyms for words and phrases whenever you can.

Rearrange the sentences

  • Students should be able to change the order of the words in a sentence to make a new sentence. They can even switch the order of the ideas in a paragraph.

Realize that s ome words are unchangeable

  • Students should be aware that some words and phrases cannot be changed. Words such as names, dates, titles, etc., but they can be rephrased in a different way.

Recheck for same meaning

  • Make sure that the meaning of your paraphrase is the same as the original.

Paraphrase games are a great way to practice and develop your paraphrasing skills . They provide a space to reflect on and improve on your writing skills as well as work on teamwork, and creativity.

With a bit of creative thinking and originality, these games provide a lot of possibility for unforgettable moments.

Paraphrase Games and Activities You Should Know

Pam is an expert grammarian with years of experience teaching English, writing and ESL Grammar courses at the university level. She is enamored with all things language and fascinated with how we use words to shape our world.

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Teaching Students to Paraphrase

Ideas for scaffolding paraphrasing so that students correctly learn this valuable but difficult-to-master skill.

A teacher helping her middle school student with her writing

When discussing text in the classroom, it’s tough for students to shift from utilizing an author’s words (copying) to accepting the challenge to express that author’s idea in their own words (paraphrasing).

But teaching effective paraphrasing is necessary because the use of paraphrasing facilitates important literacy skills : It encourages repeated reading, develops note-taking habits as students track quotes and outline text details, and expands vocabulary as they consider appropriate ways to describe the original text. The skill may seem daunting to students because it takes time to find the appropriate words to reshape a sentence, but that is time well spent.

We also need to teach paraphrasing, of course, so that students develop the skill set required to avoid committing plagiarism unintentionally .

Student Tools

One way to support students is to make them aware of tools that may help when they’re paraphrasing. Think of these as training wheels—students won’t use them forever.

Academic Phrasebank : Ready-made phrases help students organize their sentences when they paraphrase. The site provides sentence starters for defining ideas, comparing and contrasting ideas, describing cause and effect, and explaining evidence to support statements.

For instance, if a student were paraphrasing vocabulary word X, they would be able to find sentence starters such as “The word X encompasses...,” “The word X is challenging to define because...,” and “The word X is intended to....”

Ashford University Writing Center : This website has a five-item quiz to review the paraphrasing process. It allows students to identify examples and non-examples of paraphrasing for a given text.

When examining non-examples, students are shown how replacing or rearranging words is akin to copying and pasting on a computer. Students see examples of effective paraphrasing, including a change of sentence structure or personal elaboration combined with limited quoted information.

Tone Analyzer : This tool allows students to enter a brief sample from a text and receive an analysis of the tone. When using this tool, students can request an assessment of whether the text illustrates anger, joy, sadness, etc. In addition to these emotions, the website includes language descriptors such as confident (used to describe texts that use active voice and/or words such as will , must , etc.) or tentative (texts with words such as seems , appears , might , etc.). This tool is useful in helping students successfully align the tone of their paraphrased material with the tone of the original text.

Student Self-Check Prompts

Students should outgrow the tools above, and teachers can encourage that growth by showing them how to monitor their own progress with paraphrasing. Students can self-check to determine how on track with paraphrasing they are by asking themselves these questions:

  • Can I identify elements of the text that are most significant (and thus appropriate to preserve) when I put it in my own words?
  • Can I recite elements of the text from memory in order to prepare to put it into my own words?
  • How can I adjust the sentence structure to preserve the meaning of the text?

Student Cautions

Because the journey to paraphrasing may involve a few hiccups, it’s a good idea to identify potential student challenges. When paraphrasing, remind students that they should:

  • Attempt to describe the text in their own words gradually, one component at a time (thanks to Doug Lemov and Maggie Johnson for this close reading strategy). For instance, they might first use their own words to describe significant phrases in the reading, and then make an effort to explain one or two key sentences, and finally attempt to paraphrase an entire paragraph.
  • Monitor the similarities between the text and the paraphrase. For instance, after describing specific sentences or paragraphs, they should note how many words are shared. Instead of using the same words as the author, focus on mirroring the same main idea. The Poorvu Center for Teaching and Learning at Yale offers easy-to-follow models for how to achieve this.
  • Ensure that there is a sufficient number of word substitutions in the paraphrased material. (Substituting only a couple of words could constitute plagiarism.) Students should focus on changing the structure of the sentence . This may involve converting a simple sentence to a compound sentence or adding a prepositional phrase.
  • Avoid adjusting special language (acronyms, figurative language, jargon, etc.). These kinds of terms are considered common knowledge, so using them in a paraphrase doesn’t constitute plagiarism. Resources such as the Purdue Online Writing Lab can help students figure out whether a particular term is common knowledge.

Teachers can push students to move beyond copying by encouraging them to see paraphrasing as the go-to reading response. When we equip students with needed resources, we make student voice the rule instead of the exception.

Become a Writer Today

Best 5 Paraphrasing Exercises

Read on to see our helpful paraphrasing exercises and tips in this article to get you started.

One of the most important skills you can hone as a student or writer is to paraphrase the words of other academics and experts effectively. Since new knowledge is built upon that which is already known, it makes sense that you’d want to reference the ideas of others in your work. However, this is often easier said than done. Paraphrasing, especially if you want to do it well, can be challenging.

Fortunately, as is the case with most other skills in life, you can improve your ability to paraphrase through practice. For instance, you can improve this skill by regularly doing paraphrasing exercises. As I was an academic for a long time in my life, I thought it might be helpful to those who have little or no experience in paraphrasing if I provided a list of paraphrasing exercises. If you’re such a person, I hope that this article will get you started on your journey toward mastering the art of paraphrasing. Your academic or writing career will undoubtedly be better off for it when you do.

The Art of Paraphrasing

Paraphrasing exercises and activities to help you master the skill, 1. broaden your vocabulary, 2. create a word map, 3. paraphrase in small chunks, 4. ways to paraphrase shorter and easier sentences, 5. imagine you’re explaining the source material to someone, helpful tips, 1. avoid plagiarism, 2. summarizing is not paraphrasing, 3. changing word order is not paraphrasing.

Although paraphrasing is an essential skill when writing papers, essays, or articles, it’s one that many find challenging to master. To paraphrase the words of others, you need first to comprehend their meaning, and then you need to express this meaning in your own words. To do this effectively requires a broad and sophisticated range of vocabulary and advanced grammar skills.

As stated in the introduction, you can improve your paraphrasing skills through paraphrasing exercises. Doing this will help you construct meaningful and original paraphrased sentences and increase the speed at which you work. Especially when you’re a student, reading, and paraphrasing the words of other scholars and experts can form a big chunk of your work. Learning how to paraphrase well and at a quick pace will enhance your academic experience and will open up your schedule for other activities, such as sports or parties.

Our paraphrasing vs. summarizing guide might be helpful.

Now that you know the importance of paraphrasing, let’s dive right in and look at some exercises and activities that can help you improve. Remember, as is the case when learning any other new skill, you need to engage with these exercises regularly.

Broaden your vocabulary

Since you cannot paraphrase appropriately without a decent range of vocabulary, it makes sense to aim to add more words to your vocabulary bank constantly. Of course, if you’re an academic, you’ll want to focus on improving your academic vocabulary in your specific field. However, since academic language has a formal tone, you can add general terms to your vocabulary bank to help you express yourself more sophisticatedly. Examples of such words, for instance, are verbs such as “theorize,” “opine,” “constitute,” and “approximate.”

There are various ways in which you can enrich your academic vocabulary. These include:

  • Keeping a word journal: A great way to learn new words is to carry a little book along with you, in which you can write down words that you don’t know. You can write down the word and then look up the meaning when you have time. It can also be helpful to construct your sentence with the word once you’ve jotted down its definition.
  • Highlight words in texts: Whether you’re working with a physical copy of a text or a digital version, it’s good to highlight or underline words that you don’t know. You can then either write a definition of the words in the margin or, if you’re working with a digital copy, you can add a comment. Another good tip is to write by hand – people learn better when writing something by hand than if they typed the same information.
  • Read as much as you can: Although this may be obvious, the best way to improve your vocabulary is to read as many books and articles as you can fit into your schedule. Even if you don’t have the time to look up the meaning of each word that you don’t understand, just seeing the word pop up in different contexts will help you work out the meaning for yourself over time. Apart from reading, you can also listen to podcasts or watch documentaries and news channels.

If you’re battling to paraphrase an original paragraph or sentence into your own words, it can be helpful to create a word map. You can, for instance, write a few complex words or phrases down on a piece of paper. Next, draw a box around each word or phrase, and leave enough space around each so that you can draw and link other boxes. As a next step, you can draw boxes in which you write the synonym of each word. You can also write down the definition of each word if you’re unsure of its meaning.

Next, you need to clarify the relationship between these words or terms. Draw arrows between them indicating patterns, correlation, or cause and effect. You can also add boxes between the original words or phrases in which you add other words, such as verbs, adverbs, conjunctions, prepositions, or adjectives. Doing so can help you further explain the terms or link them meaningfully. Once you’ve added all the information you can think of, try to create a paraphrased sentence or paragraph from your word map.

A valuable way to learn how to paraphrase when you’re a beginner is to break sentences into smaller parts. For example, instead of paraphrasing a long and complex sentence, which can become overwhelming if you’re not used to this process, you can focus on shorter phrases. Let’s take a look at an example. Here, for instance, is a long and complex sentence:

“ Many impacts are unavoidable and will hit the world’s most vulnerable populations hardest, it warns — but collective action from governments to both curb greenhouse-gas emissions and prepare communities to live with global warming could yet avert the worst outcomes. “

You may find it challenging to paraphrase this sentence as a whole. However, breaking it into smaller chunks makes the task more doable. You can break this sentence up in the following way:

  • Many impacts are unavoidable
  • And will hit the world’s most vulnerable populations hardest, it warns
  • But collective actions from governments
  • To both curb greenhouse-gas emissions
  • And prepare communities to live with global warming
  • Could yet avert the worst outcomes

Remember, the sentence structure of your paraphrased version can and often will look different from the source. This means that you can form two or multiple sentences if this helps you create a meaningful paraphrased version, even if the original is one sentence.

If you want to practice your paraphrasing skills, you can do so by paraphrasing a sentence in two or three different ways. You can practice finding different synonyms, grammar, and sentence structures while retaining the meaning across all versions.

If you have time, you can do this exercise with longer sentences. However, it may be good to start by paraphrasing shorter sentences. Doing so will allow you to focus on finding multiple synonyms and different ways to write the same sentence.

Here’s an example:

“ Scientists know that bees are dying from a variety of factors. “

Paraphrased version 1:

“Experts maintain that the future of bees is in danger due to multiple causes.”

Paraphrased version 2:

“There are many different reasons why bees are going extinct, according to scientists.”

A helpful way of practicing paraphrasing while reading through articles or research papers is to recite your paraphrased version of some more complex sentences. Since the first step of paraphrasing is to ensure that you’ve correctly understood the source, repeating what you’ve just read in your own words can help you grasp the meaning of the source material.

You don’t need to use formal academic language and complex terms when doing this paraphrasing exercise. Instead, the aim is to repeat what you’ve read in plain and simple terms. Also, since you don’t need to write anything down for this paraphrasing exercise, it’s something you can regularly do while you’re reading through the source material.

It’s vital that you understand what you’re reading and that all the information is not just going over your head. Doing this exercise, primarily when you find yourself drifting off or having problems grasping a sentence, will ensure that you’ve understood the section you’ve read. At the same time, you get to practice your paraphrasing skills.

Here are some helpful tips to keep in mind while paraphrasing.

Even though you’re not using direct quotes when paraphrasing but rather stating another author’s ideas in your own words, you still need to reference their work. Failing to do so amounts to plagiarism, a serious offense, whether you’re producing academic work or an article for a web page.

The format you have to use when citing the work of others varies. For instance, in academic writing, you need to provide in-text citations and a list of references at the end of your essay, article, or thesis. The precise way you’ll write your in-text citations and list of references will be determined by the formatting style, whether this is APA , Harvard , Chicago , or MLA .

Although both tools or techniques involve using your own words to describe somebody else’s text, they are different. You need to retain the original work’s meaning with both techniques while using your own words. When you’re summarizing a work , you’re selecting only the most essential points of the text and rewriting these in your own words. This means that you provide a short overview of what a text is about.

It would be best to remain far more loyal to the source material with paraphrasing. You refer to specific ideas an author has provided to incorporate these into your work. To ensure that you’re not changing the original version too much or skewing the meaning the author intended to bring across, you have to rewrite actual sentences and paragraphs. You can’t just write a summary of large chunks of text.

Although this is a “technique” employed by lazy students, you should be aware that merely swapping around the word order of an original text does not constitute paraphrasing. It’s also not good enough to merely change a sentence from passive voice to active voice or vice versa.

Using either of these as your only paraphrasing method when rewriting somebody else’s words can amount to plagiarism since you’ve not used your own words or demonstrated your understanding of the source material. In such instances, you’d be better off simply rewriting the author’s exact words and placing these in quotation marks.

To learn more, check out our guide on paraphrasing vs. plagiarism .

activity about paraphrasing

Bryan Collins is the owner of Become a Writer Today. He's an author from Ireland who helps writers build authority and earn a living from their creative work. He's also a former Forbes columnist and his work has appeared in publications like Lifehacker and Fast Company.

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I Used My Own Words! Paraphrasing Informational Texts

I Used My Own Words! Paraphrasing Informational Texts

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Paraphrasing helps students make connections with prior knowledge, demonstrate comprehension, and remember what they have read. Through careful explanation and thorough modeling by the teacher in this lesson, students learn to use paraphrasing to monitor their comprehension and acquire new information. They also realize that if they cannot paraphrase after reading, they need to go back and reread to clarify information. In pairs, students engage in guided practice so that they can learn to use the strategy independently. Students will need prompting and encouragement to use this strategy after the initial instruction is completed. The lesson can be extended to help students prepare to write reports about particular topics.

Featured Resources

  • San Diego Zoo: Animal Bytes  
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From Theory to Practice

  • Paraphrasing helps readers monitor their comprehension.  
  • Paraphrasing encourages readers to make connections with prior knowledge.  
  • Paraphrasing helps readers remember what they have read.
  • In effective strategy instruction, the teacher explains the purpose of the strategy, how to use it, and when and where to use it  
  • In effective strategy instruction, the teacher models strategy use for students and provides guided practice before expecting students to use the strategy independently.

Common Core Standards

This resource has been aligned to the Common Core State Standards for states in which they have been adopted. If a state does not appear in the drop-down, CCSS alignments are forthcoming.

State Standards

This lesson has been aligned to standards in the following states. If a state does not appear in the drop-down, standard alignments are not currently available for that state.

NCTE/IRA National Standards for the English Language Arts

  • 1. Students read a wide range of print and nonprint texts to build an understanding of texts, of themselves, and of the cultures of the United States and the world; to acquire new information; to respond to the needs and demands of society and the workplace; and for personal fulfillment. Among these texts are fiction and nonfiction, classic and contemporary works.
  • 3. Students apply a wide range of strategies to comprehend, interpret, evaluate, and appreciate texts. They draw on their prior experience, their interactions with other readers and writers, their knowledge of word meaning and of other texts, their word identification strategies, and their understanding of textual features (e.g., sound-letter correspondence, sentence structure, context, graphics).

Materials and Technology

  • Computers with Internet access  
  • Whiteboard (or overhead) for projection of text and shared writing  
  • Print or digital texts on instructional levels of students in the class  
  • Individual copies of texts (if computers are not available)

Preparation

Student objectives.

Students will

  • Demonstrate comprehension by paraphrasing facts from informational texts  
  • Gain knowledge and apply what they have learned about paraphrasing by reading information about three unusual animals

Session 1: Introduction of Paraphrasing

Session 2: review and guided practice with paraphrasing, session 3: review and guided practice with paraphrasing, session 4: review and independent practice with paraphrasing.

Paraphrasing is a good way to prepare students to write written reports. When students put information into their own words, they are not copying directly from a text. After the previous four sessions, a possible extension would be to identify another topic (such as countries, planets, plants), have students brainstorm what kind of questions would be interesting to answer about these, assign print materials or websites for students to read and paraphrase, take notes to answer the questions, and prepare written reports. These would be more formal than the quick writes that were done in the paraphrasing sessions.

Student Assessment / Reflections

  • Throughout the sessions, when students are working in pairs or independently, make note of whether or not they are using their own words in paraphrasing. Be ready to intervene with additional modeling and practice if students are having difficulty paraphrasing.  
  • The quick writes at the end of the sessions should be collected to see whether students are using their own words, whether they have understood the text they read, and what information they have learned about the animals. Compare the prior knowledge that you assessed at the beginning of each session with the information included in the quick writes to see what new information has been learned.

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Advancing Learning: Empowering students with paraphrasing strategies

By Judy Alden

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Paraphrasing is a skill that is often assessed in exams. Experienced teacher and assessment writer Judy Alden examines how to teach it, offering practical tips and techniques you can take straight to the classroom.

Introduction

As English Language teachers, one of our core aims is to teach our learners how to express themselves. And I’m sure, like myself, you receive a great deal of satisfaction when your learners are able to reproduce the language that you’ve taught them. But what else can we do to avoid learners simply sticking to the script? The answer is quite simple: we need to demonstrate the power of paraphrasing in the classroom.

Paraphrasing is an essential skill that helps learners develop their communicative ability beyond their existing knowledge of language. In other words, it’s an empowering skill that enables learners to keep learning new words or phrases similar to the ones they already know. This is why in this article we’re going to look at a paraphrasing technique, activities to encourages students to paraphrase, and how paraphrasing is often a skill that is assessed in exams in all the subskills.

Synonyms for all levels

Teaching synonyms is a straightforward technique that can be adapted to all levels of learners. In fact, it’s probably one of the first strategies used with lower level learners to start expanding their vocabulary. For example, when teaching the A2 word ‘ grandmother ’ the synonyms ‘ grandma, granny, gran, nanna, nan ’ can also be taught since they are the informal versions of ‘grandmother’ which native speakers would tend to use. With higher level students, you can use the same approach but with a more complex word bank of synonyms. Learners at all levels need to identify and separate which synonyms are formal ( green ) and which are informal ( blue ).

Mind map

Rather than teaching students how to express something with one word, think about having them build up sets of synonyms. Then learners will know how to create their own word banks of linking words that have similar meanings so they can express themselves in a variety of ways right from the start.

Four paraphrasing activities

As every teacher knows, having a toolkit of ideas keeps things fresh in the classroom. So how can we encourage our students to use paraphrasing strategies in the classroom on an ongoing basis? One way to achieve this is to include learner-centred ice-breakers to target this skill. Here are four ice-breakers that you might want to try or adapt for your learners.

Social Butterfly (speaking)

This ice-breaker focuses on paraphrasing when answering questions at an imaginary party. Elicit a few questions from your learners and write down a list of question prompts they need to ask people (e.g. …name? …age? …hobbies? …free time? …last holiday? etc). Then tell learners that they must go and mingle. Encourage them to be ’social butterflies’ and speak to as many people as possible in the allotted time (five minutes). When they mingle, they must take turns asking and answering the questions. Let learners know that whenever someone answers a question, they must say either ‘ Pardon? ’ or ‘ Sorry? ’ to prompt their partner to rephrase what they have said.

You might want to write one or two examples up on the board. For example,

What’s your name?

My name ’s Kasia.

I’m called  Kasia.

What do you like doing in your free time?

I usually go swimming  or visit  my friends .

I like going for a swim  or hanging out  with my mates .

To create a party-like environment, you could play music while learners complete the task. While the activity is taking place, monitor and record good examples of paraphrasing, then go over them as a whole group.

Full Picture (reading & speaking)

To avoid having this jigsaw reading task become a detailed reading task, text selection is essential for this five-minute ice-breaker. Choose a brief, three-paragraph text that has a clear beginning, middle and end – a text about a sequence of events, for example, works well for this type of task. Then place learners into groups of three and give each student a different paragraph. If possible, put each paragraph on different colour card. Give the class one minute to read their paragraphs without writing down any notes. When time’s up, they must place their texts face down. For the next three minutes, each teammate has about a minute to tell their team what their paragraph said, so they can decide on the order of the paragraphs. For the final minute, ask teams to give reasons for their decisions. This will encourage learners to further paraphrase their texts before you, finally, ask teams to turn the texts over and check if they figured out the correct order.

Back to the Board (listening & speaking)

Back to the Board is an ice-breaker that can be adapted for all ages and levels and is an excellent student-centred approach to revising vocabulary by paraphrasing key words. To set this task up, you need to divide the class into two teams and place two chairs at the front of the class facing away from the whiteboard or Smartboard. You’ll also need a list of vocabulary learnt in previous sessions and a scoreboard. Nominate one person from each team to sit with their backs to the board. Once they are seated, emphasise that they mustn’t peek! Then, write one word from your list on the board. Ask the class to describe the word on the board. The first person with their backs to the board to shout out the correct word earns a point for their team. Have a new pair come up, and keep repeating the process until you complete the list of words. The team with the most points wins.

It’s always a good idea to demonstrate at least one example before nominating the first two students:

  • Write the word on the whiteboard: e.g., houseboat
  • Demonstrate an explanation without saying ‘house’ or ‘boat’: It’s an unusual type of home that floats. You can see this kind of home on canals or lakes.

Message Trail (writing)

A very quick writing task to encourage learners to paraphrase when they write is called Message Trail. This ice-breaker is easy to prepare – all you need are four sentences targeting vocabulary and structures previously learnt in class. Put learners into groups of four and give each person a piece of paper that has a different sentence. Tell learners they need to change one word in the message so that it still has the same meaning then pass the message to the person on their left. Keep passing and rephrasing the messages until the teams run out of ideas of how to paraphrase the sentences. Finally, have each team read out their final sentence to compare the types of paraphrases they came up with. The team with the most paraphrases that still reflects the meaning of the first sentence wins.

It’s also a good idea to do one example with the class. For example:

I rarely  have enough time to clean my room.

I hardly ever have enough time to clean my  room .

I hardly ever have enough time  to clean my bedroom .

I hardly ever  have  time  to clean my bedroom.

Only on rare occasions  do I have time to clean  my bedroom.

Only on rare occasions do I have time to  tidy up  my bedroom.

Paraphrasing for exam success

You’ll be doing your learners a great service by reinforcing how to paraphrase in the classroom, as it is a skill that is needed for exams from A2 onwards. For speaking assessments, for example, encouraging learners to paraphrase by rephrasing statements, questions or ideas, and saying them in a different way, results in higher marks.

Many listening and reading exams often have questions that test listening or reading for detailed meaning, gist, feelings, attitudes and opinions, all of which require learners to decode paraphrases. In order to achieve this, learners need to piece together the different paraphrases they hear or read in order to arrive at the correct answer. So even at the lower end of the CEFR scale, paraphrasing comes into play.

Writing exams generally award lower marks if learners simply lift vocabulary off the question paper rather than paraphrase the information provided to complete the task. For example, the new B1 Preliminary Part 1 Writing task requires learners to write an email in about 100 words using four note prompts in a situational email. Learners should always aim to rephrase the prompts and the language that appears in the email in order to receive higher marks. Importantly, they need to identify what type of information they need to write about, rephrase information in the email and add their own ideas.

email

For example, learners should avoid copying large segments of text that appear in the email like this:

I’m really happy we’re working on the science project together too!

Encourage them to paraphrase like this:

I’m so glad we’re going to be partners for the science project!

Hopefully, by developing your learners’ ability to paraphrase in the classroom, they’ll have the skill and confidence to perform well in exams. However, the real icing on the cake is for learners to become self-aware of the power of paraphrasing and how it can support their language learning journey.

About the author

judy alden bio picture a

Judy Alden originally comes from Vancouver and has over 18 years’ experience teaching in South East Asia and Europe. She combines being a freelance assessment writer with delivering teacher training workshops, while also writing ELT course books and materials for international publishers.

As an assessment writer based in the UK, she often gets asked to produce listening assessments varying between British and American English. Judy has also written young learner assessment materials for the United Arab Emirates Ministry of Education. 

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Exercise : Basic-level Paraphrase and Summary Writing

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Paraphrase the following sentences.

  • The student requested that the professor excuses her absence, but the professor refused.
  • There will be a music concert next to Vienna coffee shop. Would you like to go?
  • International Center is hosting English Conversation classes. They help non-native speakers of English practice their English speaking skills.
  • The office of International Students and Scholars at Purdue University is located in Schleman Hall.
  • The car that was pulled over by the police officer yesterday just had an accident. That driver is not careful.

Summarize the following text from the Voice of America website:

“Many thousands of Chinese are studying at schools in the United States. And writer Liel Leibovitz says the students are following an example that began in the eighteen seventies.

  • Mr. Leibovitz and writer Matthew Miller joined forces to tell the story of the students in their book, “Fortunate Sons.” The book says China sent one hundred twenty boys to America to learn about developments that could help modernize their country.” (American Documents the Country’s First Exchange Students from China, Voice of America, learningenglish.voanews.com)
  • “Illiteracy is a problem in many of the world’s poorest countries. Even in wealthier nations like the United States, many children struggle with reading and writing. But in 19 cities across the country [United States], the volunteers of Experience Corps are helping youngsters learn to read. The volunteers, all over 50, work with students in low-income areas.” (Older Volunteers Help Children Learn to Read, Voice of America, voanews.com)
  • “Women entrepreneurs in the developing world often face challenges that limit their chances for success and growth. They often have less access to education than men and have difficulty getting financing on their own. But with an understanding of the essential aspects of doing business – such as planning, financing, networking and marketing – they can overcome those obstacles. That's where the 10,000 Women Initiative comes in. As Faiza Elmasry tells us, it's an investment in education with dividends that benefit the businesswomen, their local communities and their national economies.” (Goldman Sachs invests in Educating Women in Business, Voice of America, voanews.com)

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AI Is Everybody’s Business

This briefing presents three principles to guide business leaders when making AI investments: invest in practices that build capabilities required for AI, involve all your people in your AI journey, and focus on realizing value from your AI projects. The principles are supported by the MIT CISR data monetization research, and the briefing illustrates them using examples from the Australia Taxation Office and CarMax. The three principles apply to any kind of AI, defined as technology that performs human-like cognitive tasks; subsequent briefings will present management advice distinct to machine learning and generative tools, respectively.

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Any visitor to the website can read many MIT CISR Research Briefings in the webpage. But site users who have signed up on the site and are logged in can download all available briefings, plus get access to additional content. Even more content is available to members of MIT CISR member organizations .

Author Barb Wixom reads this research briefing as part of our audio edition of the series. Follow the series on SoundCloud.

DOWNLOAD THE TRANSCRIPT

Today, everybody across the organization is hungry to know more about AI. What is it good for? Should I trust it? Will it take my job? Business leaders are investing in massive training programs, partnering with promising vendors and consultants, and collaborating with peers to identify ways to benefit from AI and avoid the risk of AI missteps. They are trying to understand how to manage AI responsibly and at scale.

Our book Data Is Everybody’s Business: The Fundamentals of Data Monetization describes how organizations make money using their data.[foot]Barbara H. Wixom, Cynthia M. Beath, and Leslie Owens, Data Is Everybody's Business: The Fundamentals of Data Monetization , (Cambridge: The MIT Press, 2023), https://mitpress.mit.edu/9780262048217/data-is-everybodys-business/ .[/foot] We wrote the book to clarify what data monetization is (the conversion of data into financial returns) and how to do it (by using data to improve work, wrap products and experiences, and sell informational solutions). AI technology’s role in this is to help data monetization project teams use data in ways that humans cannot, usually because of big complexity or scope or required speed. In our data monetization research, we have regularly seen leaders use AI effectively to realize extraordinary business goals. In this briefing, we explain how such leaders achieve big AI wins and maximize financial returns.

Using AI in Data Monetization

AI refers to the ability of machines to perform human-like cognitive tasks.[foot]See Hind Benbya, Thomas H. Davenport, and Stella Pachidi, “Special Issue Editorial: Artificial Intelligence in Organizations: Current State and Future Opportunities , ” MIS Quarterly Executive 19, no. 4 (December 2020), https://aisel.aisnet.org/misqe/vol19/iss4/4 .[/foot] Since 2019, MIT CISR researchers have been studying deployed data monetization initiatives that rely on machine learning and predictive algorithms, commonly referred to as predictive AI.[foot]This research draws on a Q1 to Q2 2019 asynchronous discussion about AI-related challenges with fifty-three data executives from the MIT CISR Data Research Advisory Board; more than one hundred structured interviews with AI professionals regarding fifty-two AI projects from Q3 2019 to Q2 2020; and ten AI project narratives published by MIT CISR between 2020 and 2023.[/foot] Such initiatives use large data repositories to recognize patterns across time, draw inferences, and predict outcomes and future trends. For example, the Australian Taxation Office (ATO) used machine learning, neural nets, and decision trees to understand citizen tax-filing behaviors and produce respectful nudges that helped citizens abide by Australia’s work-related expense policies. In 2018, the nudging resulted in AUD$113 million in changed claim amounts.[foot]I. A. Someh, B. H. Wixom, and R. W. Gregory, “The Australian Taxation Office: Creating Value with Advanced Analytics,” MIT CISR Working Paper No. 447, November 2020, https://cisr.mit.edu/publication/MIT_CISRwp447_ATOAdvancedAnalytics_SomehWixomGregory .[/foot]

In 2023, we began exploring data monetization initiatives that rely on generative AI.[foot]This research draws on two asynchronous generative AI discussions (Q3 2023, N=35; Q1 2024, N=34) regarding investments and capabilities and roles and skills, respectively, with data executives from the MIT CISR Data Research Advisory Board. It also draws on in-progress case studies with large organizations in the publishing, building materials, and equipment manufacturing industries.[/foot] This type of AI analyzes vast amounts of text or image data to discern patterns in them. Using these patterns, generative AI can create new text, software code, images, or videos, usually in response to user prompts. Organizations are now beginning to openly discuss data monetization initiative deployments that include generative AI technologies. For example, used vehicle retailer CarMax reported using OpenAI’s ChatGPT chatbot to help aggregate customer reviews and other car information from multiple data sets to create helpful, easy-to-read summaries about individual used cars for its online shoppers. At any point in time, CarMax has on average 50,000 cars on its website, so to produce such content without AI the company would require hundreds of content writers and years of time; using ChatGPT, the company’s content team can generate summaries in hours.[foot]Paula Rooney, “CarMax drives business value with GPT-3.5,” CIO , May 5, 2023, https://www.cio.com/article/475487/carmax-drives-business-value-with-gpt-3-5.html ; Hayete Gallot and Shamim Mohammad, “Taking the car-buying experience to the max with AI,” January 2, 2024, in Pivotal with Hayete Gallot, produced by Larj Media, podcast, MP3 audio, https://podcasts.apple.com/us/podcast/taking-the-car-buying-experience-to-the-max-with-ai/id1667013760?i=1000640365455 .[/foot]

Big advancements in machine learning, generative tools, and other AI technologies inspire big investments when leaders believe the technologies can help satisfy pent-up demand for solutions that previously seemed out of reach. However, there is a lot to learn about novel technologies before we can properly manage them. In this year’s MIT CISR research, we are studying predictive and generative AI from several angles. This briefing is the first in a series; in future briefings we will present management advice specific to machine learning and generative tools. For now, we present three principles supported by our data monetization research to guide business leaders when making AI investments of any kind: invest in practices that build capabilities required for AI, involve all your people in your AI journey, and focus on realizing value from your AI projects.

Principle 1: Invest in Practices That Build Capabilities Required for AI

Succeeding with AI depends on having deep data science skills that help teams successfully build and validate effective models. In fact, organizations need deep data science skills even when the models they are using are embedded in tools and partner solutions, including to evaluate their risks; only then can their teams make informed decisions about how to incorporate AI effectively into work practices. We worry that some leaders view buying AI products from providers as an opportunity to use AI without deep data science skills; we do not advise this.

But deep data science skills are not enough. Leaders often hire new talent and offer AI literacy training without making adequate investments in building complementary skills that are just as important. Our research shows that an organization’s progress in AI is dependent on having not only an advanced data science capability, but on having equally advanced capabilities in data management, data platform, acceptable data use, and customer understanding.[foot]In the June 2022 MIT CISR research briefing, we described why and how organizations build the five advanced data monetization capabilities for AI. See B. H. Wixom, I. A. Someh, and C. M. Beath, “Building Advanced Data Monetization Capabilities for the AI-Powered Organization,” MIT CISR Research Briefing, Vol. XXII, No. 6, June 2022, https://cisr.mit.edu/publication/2022_0601_AdvancedAICapabilities_WixomSomehBeath .[/foot] Think about it. Without the ability to curate data (an advanced data management capability), teams cannot effectively incorporate a diverse set of features into their models. Without the ability to oversee the legality and ethics of partners’ data use (an advanced acceptable data use capability), teams cannot responsibly deploy AI solutions into production.

It’s no surprise that ATO’s AI journey evolved in conjunction with the organization’s Smarter Data Program, which ATO established to build world-class data analytics capabilities, and that CarMax emphasizes that its governance, talent, and other data investments have been core to its generative AI progress.

Capabilities come mainly from learning by doing, so they are shaped by new practices in the form of training programs, policies, processes, or tools. As organizations undertake more and more sophisticated practices, their capabilities get more robust. Do invest in AI training—but also invest in practices that will boost the organization’s ability to manage data (such as adopting a data cataloging tool), make data accessible cost effectively (such as adopting cloud policies), improve data governance (such as establishing an ethical oversight committee), and solidify your customer understanding (such as mapping customer journeys). In particular, adopt policies and processes that will improve your data governance, so that data is only used in AI initiatives in ways that are consonant with your organization's values and its regulatory environment.

Principle 2: Involve All Your People in Your AI Journey

Data monetization initiatives require a variety of stakeholders—people doing the work, developing products, and offering solutions—to inform project requirements and to ensure the adoption and confident use of new data tools and behaviors.[foot]Ida Someh, Barbara Wixom, Michael Davern, and Graeme Shanks, “Configuring Relationships between Analytics and Business Domain Groups for Knowledge Integration, ” Journal of the Association for Information Systems 24, no. 2 (2023): 592-618, https://cisr.mit.edu/publication/configuring-relationships-between-analytics-and-business-domain-groups-knowledge .[/foot] With AI, involving a variety of stakeholders in initiatives helps non-data scientists become knowledgeable about what AI can and cannot do, how long it takes to deliver certain kinds of functionality, and what AI solutions cost. This, in turn, helps organizations in building trustworthy models, an important AI capability we call AI explanation (AIX).[foot]Ida Someh, Barbara H. Wixom, Cynthia M. Beath, and Angela Zutavern, “Building an Artificial Intelligence Explanation Capability,” MIS Quarterly Executive 21, no. 2 (2022), https://cisr.mit.edu/publication/building-artificial-intelligence-explanation-capability .[/foot]

For example, at ATO, data scientists educated business colleagues on the mechanics and results of models they created. Business colleagues provided feedback on the logic used in the models and helped to fine-tune them, and this interaction helped everyone understand how the AI made decisions. The data scientists provided their model results to ATO auditors, who also served as a feedback loop to the data scientists for improving the model. The data scientists regularly reported on initiative progress to senior management, regulators, and other stakeholders, which ensured that the AI team was proactively creating positive benefits without neglecting negative external factors that might surface.

Given the consumerization of generative AI tools, we believe that pervasive worker involvement in ideating, building, refining, using, and testing AI models and tools will become even more crucial to deploying fruitful AI projects—and building trust that AI will do the right thing in the right way at the right time.

Principle 3: Focus on Realizing Value From Your AI Projects

AI is costly—just add up your organization’s expenses in tools, talent, and training. AI needs to pay off, yet some organizations become distracted with endless experimentation. Others get caught up in finding the sweet spot of the technology, ignoring the sweet spot of their business model. For example, it is easy to become enamored of using generative AI to improve worker productivity, rolling out tools for employees to write better emails and capture what happened in meetings. But unless those activities materially impact how your organization makes money, there likely are better ways to spend your time and money.

Leaders with data monetization experience will make sure their AI projects realize value in the form of increased revenues or reduced expenses by backing initiatives that are clearly aligned with real challenges and opportunities. That is step one. In our research, the leaders that realize value from their data monetization initiatives measure and track their outcomes, especially their financial outcomes, and they hold someone accountable for achieving the desired financial returns. At CarMax, a cross-functional team owned the mission to provide better website information for used car shoppers, a mission important to the company’s sales goals. Starting with sales goals in mind, the team experimented with and then chose a generative AI solution that would enhance the shopper experience and increase sales.

Figure 1: Three Principles for Getting Value from AI Investments

activity about paraphrasing

The three principles are based on the following concepts from MIT CISR data research: 1. Data liquidity: the ease of data asset recombination and reuse 2. Data democracy: an organization that empowers employees in the access and use of data 3. Data monetization: the generation of financial returns from data assets

Managing AI Using a Data Monetization Mindset

AI has and always will play a big role in data monetization. It’s not a matter of whether to incorporate AI, but a matter of how to best use it. To figure this out, quantify the outcomes of some of your organization’s recent AI projects. How much money has the organization realized from them? If the answer disappoints, then make sure the AI technology value proposition is a fit for your organization’s most important goals. Then assign accountability for ensuring that AI technology is applied in use cases that impact your income statements. If the AI technology is not a fit for your organization, then don’t be distracted by media reports of the AI du jour.

Understanding your AI technology investments can be hard if your organization is using AI tools that are bundled in software you purchase or are built for you by a consultant. To set yourself up for success, ask your partners to be transparent with you about the quality of data they used to train their AI models and the data practices they relied on. Do their answers persuade you that their tools are trustworthy? Is it obvious that your partner is using data compliantly and is safeguarding the model from producing bad or undesired outcomes? If so, make sure this good news is shared with the people in your organization and those your organization serves. If not, rethink whether to break with your partner and find another way to incorporate the AI technology into your organization, such as by hiring people to build it in-house.

To paraphrase our book’s conclusion: When people actively engage in data monetization initiatives using AI , they learn, and they help their organization learn. Their engagement creates momentum that initiates a virtuous cycle in which people’s engagement leads to better data and more bottom-line value, which in turn leads to new ideas and more engagement, which further improves data and delivers more value, and so on. Imagine this happening across your organization as all people everywhere make it their business to find ways to use AI to monetize data.

This is why AI, like data, is everybody’s business.

© 2024 MIT Center for Information Systems Research, Wixom and Beath. MIT CISR Research Briefings are published monthly to update the center’s member organizations on current research projects.

Related Publications

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Ai, like data, is everybody's business.

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Research Briefing

Building advanced data monetization capabilities for the ai-powered organization.

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Building AI Explanation Capability for the AI-Powered Organization

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What is Data Monetization?

About the researchers.

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Barbara H. Wixom, Principal Research Scientist, MIT Center for Information Systems Research (CISR)

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Cynthia M. Beath, Professor Emerita, University of Texas and Academic Research Fellow, MIT CISR

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Founded in 1974 and grounded in MIT's tradition of combining academic knowledge and practical purpose, MIT CISR helps executives meet the challenge of leading increasingly digital and data-driven organizations. We work directly with digital leaders, executives, and boards to develop our insights. Our consortium forms a global community that comprises more than seventy-five organizations.

MIT CISR Associate Members

MIT CISR wishes to thank all of our associate members for their support and contributions.

MIT CISR's Mission Expand

MIT CISR helps executives meet the challenge of leading increasingly digital and data-driven organizations. We provide insights on how organizations effectively realize value from approaches such as digital business transformation, data monetization, business ecosystems, and the digital workplace. Founded in 1974 and grounded in MIT’s tradition of combining academic knowledge and practical purpose, we work directly with digital leaders, executives, and boards to develop our insights. Our consortium forms a global community that comprises more than seventy-five organizations.

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  1. Paraphrase Games and Activities You Should Know

    These activities and games teach and reinforce paraphrase. Most of us aren't born knowing how to paraphrase, though. Use these games and activities to help your students learn and practice paraphrasing. 1. Paraphrasing Races. The teacher puts the students into groups and gives each group a sentence.

  2. Teaching Students to Paraphrase

    But teaching effective paraphrasing is necessary because the use of paraphrasing facilitates important literacy skills: It encourages repeated reading, develops note-taking habits as students track quotes and outline text details, and expands vocabulary as they consider appropriate ways to describe the original text.The skill may seem daunting to students because it takes time to find the ...

  3. Paraphrasing Worksheets

    Printable Paraphrasing Worksheets Click the buttons to print each worksheet and answer key. The Paragraph. Paraphrasing means restating an author's words in your own words without changing the meaning of the passage or including any interpretation of your own. When you paraphrase something, you only relay the idea expressed, not the entire ...

  4. Best 5 Paraphrasing Exercises

    Paraphrasing Exercises and Activities To Help You Master the Skill. Now that you know the importance of paraphrasing, let's dive right in and look at some exercises and activities that can help you improve. Remember, as is the case when learning any other new skill, you need to engage with these exercises regularly. 1. Broaden Your Vocabulary

  5. PDF Paraphrasing and Citation Activities, APA Style 7th Edition

    Activity 3: Writing a Long Paraphrase. This activity consists of three steps: Read the following published paragraphs and summarize them in your own words in two to three sentences (a long paraphrase). Do not repeat every idea. Instead, highlight important findings and accurately represent the meaning of the original.

  6. I Used My Own Words! Paraphrasing Informational Texts

    Paraphrasing helps readers monitor their comprehension. Paraphrasing encourages readers to make connections with prior knowledge. Paraphrasing helps readers remember what they have read. In effective strategy instruction, the teacher models strategy use for students and provides guided practice before expecting students to use the strategy ...

  7. In Your Own Words: 5 Ideas for Teaching Paraphrasing

    One of the activities that works well to illustrate the challenges of paraphrasing well is to create an activity in which students work together in groups to write paraphrases of short excerpts from texts and then give them to another group of students in the class to "paraphrase the paraphrase.". The second group can give it to a third ...

  8. How to teach paraphrasing creatively

    Answers: 1. breakfast, dinner/supper 2. orange juice, lemonade etc 3. bath, wash. Many everyday phrases and words can be paraphrased like this. There are certain patterns that students can learn together and they can also create (or least experiment with!) new combinations if we encourage them.

  9. Paraphrase Activities & Games

    Learning to paraphrase, though, isn't a skill most of us are born with. Use these activities and games to teach and reinforce paraphrasing in your classroom. To unlock this lesson you must be a ...

  10. PDF Test Your Paraphrasing Skills Worksheet

    Test Your Paraphrasing Skills Worksheet Paraphrasing Quotes by HGSE Professors. Before beginning this worksheet you should have completed the Principles of Paraphrasing online tutorial. The five quoted passages included in this worksheet are taken from the writings of HGSE faculty. Now that you have reviewed the rules for paraphrasing, you may ...

  11. Paraphrasing Practice Activity (Teacher-Made)

    Challenge students to paraphrase with the help of our Paraphrasing Practice Activity. The four steps of paraphrasing are included to help students as they highlight keywords and then paraphrase the included paragraph. This would be a great independent activity or assessment. This resource addresses the following standards: CCSS W.3.2, W.4.2, W.5.2; TEKS 3.12.B, 4.12.B, 5.12.B.Don't forget to ...

  12. Paraphrasing worksheets

    PARAPHRASING !!! 74 sentences to paraphrase. A collection of downloadable worksheets, exercises and activities to teach Paraphrasing, shared by English language teachers.

  13. Advancing Learning: Empowering students with paraphrasing strategies

    Four paraphrasing activities . As every teacher knows, having a toolkit of ideas keeps things fresh in the classroom. So how can we encourage our students to use paraphrasing strategies in the classroom on an ongoing basis? One way to achieve this is to include learner-centred ice-breakers to target this skill.

  14. Paraphrasing Exercise

    3. Of the more than 1000 bicycling deaths each year, three-fourths are caused by head injuries. Half of those killed are school-age children. One study concluded that wearing a bike helmet can reduce the risk of head injury by 85 percent. In an accident, a bike helmet absorbs the shock and cushions the head.

  15. Paraphrasing: Lesson Plan

    The important skill of paraphrasing is initially interrogated in this lesson and eventually plans relating to summarizing and quoting will be added. There is an interactive equivalent to this plan, "Paraphrasing In a Pinch", which can be used in a classroom that has an electronic device for each student and a strong WiFi signal. The interactive plan can also be used to flip a classroom.

  16. PDF PARAPHRASING ACTIVITIES

    ACTIVITY 3 . Find the words in Paraphrase 2 that replace the key words in the original text highlighted in blue below. Paraphrase 2 . The United States, Germany, Japan and . other industrial powers. are being . transformed. from industrial economies to knowledge and information based service economies,

  17. Teaching Kids to Paraphrase, Step by Step

    Try paraphrasing a short paragraph together as a class. Display the paragraph with your document camera or on the board. You may want to give your students their own copies. Make sure your students know the difference between paraphrasing and summarizing. Talk about different strategies that can be used.

  18. How to Paraphrase

    Source text Paraphrase "The current research extends the previous work by revealing that listening to moral dilemmas could elicit a FLE [foreign-language effect] in highly proficient bilinguals. … Here, it has been demonstrated that hearing a foreign language can even influence moral decision making, and namely promote more utilitarian-type decisions" (Brouwer, 2019, p. 874).

  19. Exercise : Basic-level Paraphrase and Summary Writing

    Summary. "Many thousands of Chinese are studying at schools in the United States. And writer Liel Leibovitz says the students are following an example that began in the eighteen seventies. Mr. Leibovitz and writer Matthew Miller joined forces to tell the story of the students in their book, "Fortunate Sons.".

  20. Paraphrasing Tool

    The Scribbr Paraphrasing Tool lets you rewrite as many sentences as you want—for free. 💶 100% free. Rephrase as many texts as you want. 🟢 No login. No registration needed. 📜 Sentences & paragraphs. Suitable for individual sentences or whole paragraphs. 🖍️ Choice of writing styles. For school, university, or work.

  21. Paraphrasing Tool

    The QuillBot's Paraphraser is fast, free, and easy to use, making it the best paraphrasing tool on the market. You can compare results from 9 predefined modes and use the remarkable Custom mode to define and create an unlimited number of Custom modes. The built-in thesaurus helps you customize your paraphrases, and the rephrase option means you ...

  22. Free AI Paraphrasing Tool

    Ahrefs' Paraphrasing Tool uses a language model that learns patterns, grammar, and vocabulary from large amounts of text data - then uses that knowledge to generate human-like text based on a given prompt or input. The generated text combines both the model's learned information and its understanding of the input.

  23. Department Press Briefing

    1:04 p.m. EDT MR PATEL: Good afternoon, everybody. QUESTION: Good afternoon. QUESTION: Good afternoon, Vedant. MR PATEL: I have one very brief thing at the top, and then I'm happy to dive right into questions. So let's start with an update to the humanitarian response in Gaza and our efforts to move aid via the […]

  24. AI Is Everybody's Business

    To paraphrase our book's conclusion: When people actively engage in data monetization initiatives using AI, they learn, and they help their organization learn. Their engagement creates momentum that initiates a virtuous cycle in which people's engagement leads to better data and more bottom-line value, which in turn leads to new ideas and ...