Presentation on theme: «Monday’s DGP II. Directions: Label each word in the sentence with the correct part of speech. Correct the capitalization and punctuation errors. when ansleys.»— Presentation transcript:
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Monday’s DGP II. Directions: Label each word in the sentence with the correct part of speech. Correct the capitalization and punctuation errors. when ansleys brother beck was little his favorite movie was the jungle book when ansleys brother beck was little his favorite movie was the jungle book I. Directions: Underline the subject and circle the verb for each clause in each sentence. 1. Douglas discovered which city has the most people by consulting an almanac. 2. The quickest way to find a topic in a book is by looking it up in the index. 3. Robert enjoys browsing the fiction section at the library. 4. The key to catching his attention is an unusual title. 5. His ears echo the thousand warnings of his mother: “Don’t cross the street.” III. Complete the blanks to define a dependent clause. What is a dependent clause? Must have a ______________ and a ______________ It ______________ stand alone. Must begin with a ________________ pronoun or _____________________conjunction. IV. Use the words in the bank to fill in the blank. An ___________ is a verb form that can be used as a ______________, ________________ or an _____________. Most infinitives start with the word _______ and followed by a present tense verb, but not a noun or pronoun. adverbtoAdjectiv e nouninfinitive
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Tuesday’s DGP II. Label the words in the sentence to the term that applies below to the parts of sentence. when ansleys brother beck was little his favorite movie was the jungle book Complete Subject Complete Predicate Simple Subject (ss) Simple Predicate (vt/vi) Predicate Nominative (p.n.) Simple Subject (ss) Simple Predicate (vt/vi) Appositive (app) Predicate Adjective (p.a.) I. Directions: What are the infinitives here? Underline the infinitive and phrase. Place parentheses around the (prepositional phrases). 1. After school, June and I like to walk home together. 2. Usually, we go to my house or her house to listen to music. 3. Sometimes I get up to dance to the music, but June never does. 4. I don’t like to sit still when a good song is playing. 5. June finally told me that she had never learned how to dance. III) Fill in the blanks with the following terms. What is a relative pronoun? Starts a _________________________ clause. There are 5 of them ______________, ______________, ______________, _______________, ______________. What is a subordinating conjunction? Starts a dependent _______________. IV. Which word BEST describes the tone of the passage below? After my mother’s words sank in, I realized that this wasn’t just a bad dream. It was a frightening nightmare! Carrying someone’s golf bag around a golf course was not a vacation. My back and feet ached just thinking about caddying. Sleeping, skateboarding, swimming, and hanging out with friends were what I had in mind! A.tranquil C. jovial B.agitated D. morose Clausewhodependentthatwhichwhosewhom
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Wednesday’s DGP II. Circle the sentence purpose & type. Underline the independent clauses in the sentence, and bracket the [dependent clause(s)]. when ansleys brother beck was little his favorite movie was the jungle book Declarative Imperative Interrogative Exclamatory Simple Compound Complex Compound-Complex I. Circle the correct word that will correctly complete the following analogy. (Hint: Pay attention to the relationship of the first two terms to decide what word best fits the 3 rd term.) teeth: mouth :: room : ____________________ Roommate Floor House Kitchen III. Directions: Next to each letter, write as many subordinating conjunction that begin with the letters in the following acronym. Some letters may have more than 1 sub. conj. A __________________________________________ __________________________________________ W__________________________________________ H __________________________________________ I __________________________________________ T __________________________________________ E __________________________________________ B __________________________________________ U __________________________________________ S __________________________________________ IV. Which word or phrase below is classified as transition word to show contrast? A.for instance B.meanwhile C.alternately D.consequently
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Thursday’s DGP II. Directions: Without changing the meaning, modify the sentence so that it can become a compound sentence. when ansleys brother beck was little his favorite movie was the jungle book I. Fill in the blanks by using the words in the boxes. A gerund is a verb form in a sentence that has the part of speech : ___________. It can be the __________________, the __________________________, the ___________________, or an __________________. III. Directions: Write the infinitive phrase on the line. If there is none, write “none” Taking care of your bicycle is one way to make it last._________ I learned to place a small drop of oil on each link._________ Shannon went to the beach with her friends. _________ Next, we got out wrenches and went to the broken sink. _________ We used machine oil to change the chain._________ IV. Which word or phrase below is classified as transition word of conclusion or as a summarizer? A.for instance B.meanwhile C.alternately D.consequently Predicate nominative Object of preposition Direct object Subjectnounverb
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Friday’s DGP III. Underline the gerunds in each of the sentences. 1. Douglas discovered which city has the most people by consulting an almanac. 2. The quickest way to find a topic in a book is by looking it up in the index. 3. Robert enjoys browsing the fiction section at the library. 4. The key to catching his attention is an unusual title. 5. His ears echo the thousand warnings of his mother: “Don’t cross the street.” IV. Each sentence has a gerund. Identify whether the underlined gerund is the subject, direct object, predicate nominative, or object of preposition. a. Skiing down that slope was fun. ___________ b. Give sailing a try. ___________ c. Dad’s favorite pastime is fishing for trout and bass. ___________ d. We enjoyed hiking in the Sangre de Cristo Mountains. ___________ e. Please sweep the front sidewalk after mowing. ___________ ( ) subjectverb poss pron adj predicate nominative subjectverb poss noun predicate adjective appositive subordinating conjunction
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A sentence is composed of words grouped into phrases and clauses. Analyzing (parsing) a sentence and its components helps you understand the function of each of its nouns, verbs, and modifiers in the sentence so you can write better sentences. You can determine the function of each component of a sentence from its position in the sentence, or you can organize the words into a diagram to graphically display their functions.
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Learn the parts of speech. The words in a sentence are given names according to the type of function they serve in the sentence. There are 8 parts of speech:[1]
- Nouns are words that represent persons, places, or things. Examples include ‘’boy,’’ ‘’girl,’’ ‘’cat’,’ ‘’dog’,’ ‘’grass’’, and ‘’home’’.
- Pronouns are words that stand in for nouns so they don’t have to be repeated. Examples include ‘’he,’’ ‘’she,’’ ‘’it,’’ ‘’you,’’ ‘’we,’’ and ‘’they.’’
- Verbs are words that express action or state of being. Examples include ‘’is’’/’’are’’, ‘’do’’/’’does’’, ‘’has’’/’’have’’, ‘’perform’’, and ‘’sing’’. Form of verbs, called verbals, can serve as other parts of speech. Gerunds are verbals that act as nouns; they usually end in ‘’-ing’’ (as in ‘’acting,’’ the profession). Participles are verbals that act as adjectives; they usually end in ‘’-ing’’ or ‘’-ed’’ (as in ‘’melted’’ when describing melted chocolate).
- Adjectives are words that describe, or modify, nouns. Examples include words representing size (‘’big’’, “huge’’, ‘’small’’, ‘’tiny’’), color (‘’red’’, ‘’green’’, ‘’blue’’), quantity (‘’one’’, ‘’two’’, ‘’three’’), or condition (‘’good’’, ‘’bad’’, ‘’happy’’). A special group of adjectives are called articles or determiners; these include ‘’a’’, ‘’an’’, and ‘’the’’.
- Adverbs are words that describe verbs, adjectives, or other adverbs. Many adverbs end in ‘’–ly’’ (‘’quickly’’, ‘’badly’’, ‘’really’’), but others do not (‘’very’’, ‘’fast’’). They describe how, when, where, why, and how much.
- Prepositions are words that connect nouns to other words so they can describe those words. Examples include ‘’at’’, ‘’in’’, ‘’on’’, ’’before’’, and ‘’after’’.
- Conjunctions are words that connect other words or parts of sentences together. Examples include ‘’and’’, ‘’but’’, and ‘’or’’, as well as ‘’because’’ and ‘’when’’.
- Interjections are words exclaimed to represent outbursts of emotion or pain. Examples include ‘’hello’’, ‘’ouch’’, and ‘’oh’’. Interjections are followed by commas when the feeling is mild, or by exclamation points when the feeling is strong.
- Some words can be used as more than one part of speech, depending on where they are placed in a sentence. The word ‘’well’’ can be used as a noun (place where water is drawn from), an adjective, an adverb, or as an interjection, for example.
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String words together into phrases. A phrase is a grouping of one or more words that conveys an idea, usually about something that exists or some type of action, and may include other words that modify it. The most important word in the phrase is called its head.[2]
Some of the types of phrases are given below:- A noun phrase is a phrase built around and including a noun. In the sentence ‘’The big, red dog barked loudly at the mailman.’’, ‘’The big, red dog’’ is a noun phrase, with ‘’dog’’ the noun that forms the head of the phrase; the words ‘’big’’ and ‘’red’’ describe, or modify, it. Noun phrases can also be built around gerunds, as in ‘’loud, repeated barking’’.
- A verb phrase is a phrase built around and including a verb. In the sentence above, the phrase ‘’barked loudly’’ is a verb phrase, with ‘’barked’’ the verb that forms the head of the phrase; the word ‘’loudly’’ describes, or modifies, how the dog barked.
- An adjective phrase is a phrase built around an adjective. In the sentence ‘’I am fond of peanut butter.’’, ‘’fond of peanut butter’’ is an adjective phrase with ‘’fond’’ as its head.
- An adverb phrase is a phrase built around an adverb. In the sentence ‘’The mailman ran very rapidly from the barking dog.’’, ‘’very rapidly’’ is an adverb phrase with ‘’rapidly’’ as its head.
- An appositive is a phrase that adds detail to the sentence but won’t change the sentence’s meaning if it’s removed. In the sentence ‘’The big, red dog, an Irish setter, barked loudly at the mailman.’’, the phrase ‘’an Irish setter’’ is an appositive. Appositives are set off by commas. If the appositive is a name used to address someone, it’s called a vocative.
- A prepositional phrase is a phrase that begins with a preposition and includes one or more nouns that serve as objects of the preposition. The phrase ‘’at the mailman’’ is a prepositional phrase beginning with the preposition ‘’at’’ and including the noun ‘’mailman’’ as its object. A prepositional phrase typically acts as an adjective or adverb.
- Phrases can contain phrases of the same or different kinds within themselves. For example, the prepositional phrase ‘’at the mailman’’ contains the noun phrase ‘’the mailman’’. Likewise, the adjective phrase ‘’fond of peanut butter’’ includes the prepositional phrase ‘’of peanut butter’’.[3]
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Look for phrases that form subjects and predicates. To be complete, a sentence must have a word or phrase that serves as its subject and a word or phrase that serves as its predicate.
- The subject is a noun phrase that tells what the sentence is about. It’s what does the action or experiences the state of being described in the predicate. In the sentence, ‘’The dog barked.’’, “dog” is the subject, or more correctly, the simple subject. (‘’The dog’’ can be called the complete or entire subject.)
- The predicate is a verb phrase that tells the action the subject performs or the state of being the subject experiences. In the sentence, ‘’The dog barked.’’, ‘’barked’’ is the predicate. In a longer sentence, such as ‘’The dog barked loudly.’’, ‘’barked’’ is the simple predicate, while ‘’barked loudly’’ is the complete predicate.
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Identify the object, if there is one. Some sentences also have an object, which is the part of the predicate that tells who or what received the action the subject is performing. Objects can be either direct or indirect.
- A direct object is one that the action was done on; it can be the answer to the question “Who?” or “What?” In the sentence, ‘’The dog gave the puppy a bone.’’, ‘’bone’’ is a direct object.
- An indirect object is one that the action was done for. In the sentence, ‘’The dog gave the puppy a bone.’’, ‘’puppy’’ is an indirect object. (An indirect object functions the same as a prepositional phrase beginning with the preposition “to” or “for” that could be written after the direct object, as in ‘’The dog gave a bone to the puppy.’’)[4]
- Verbs that can be followed by an object are called transitive verbs; those that can’t be followed by an object (other than the object in a prepositional phrase) are called intransitive verbs.[5]
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Combine subjects and predicates into clauses. A clause is any portion of a sentence that includes both a subject and a predicate. There are two main types: independent and dependent clauses, with dependent clauses further divided into subtypes.
- An independent clause can stand alone by itself as a complete sentence if all other information is removed. A sentence can have more than one independent clause; multiple independent clauses are connected with a coordinating conjunction (‘’and’’,’’ or’’, ‘’nor’’, ‘’but’’, ‘’so’’, ‘’yet’’) or a semicolon.
- A dependent clause cannot stand alone by itself but instead requires another clause to express a complete thought. (The frustrated parent’s reply of “Because I said so” is an example of an incomplete sentence made of a dependent clause.) Dependent clauses can function in sentences as nouns, adjectives, or adverbs.[6]
- Dependent clauses may be introduced by subordinating conjunctions (‘’although’’, ‘’because’’, ‘’if’’, ‘’since’’, ‘’unless’’, ‘’when’’, ‘’while’’). These kinds of dependent clauses are called subordinate clauses.
- Dependent clauses may be introduced by relative pronouns (‘’who’’/’’whom’’/’’whose’’, ‘’what’’, ‘’which’’, ‘’that’’). These kinds of dependent clauses are called relative clauses.
- Dependent clauses that are essential to the meaning of the sentence because they limit what the sentence refers to are called essential or restrictive clauses. They are not set off by commas. In the sentence ‘’The big, red dog that lives on Pine Street barked loudly at the mailman.’’, the clause ‘’that lives on Pine Street’’ is a restrictive clause because it identifies a specific dog.
- Dependent clauses that add information that isn’t essential to the meaning of the sentence are called nonessential or nonrestrictive clauses. Like appositives, these clauses are set off by commas. In the sentence ‘’The big, red dog, which is seven years old, barked loudly at the mailman.’’, the clause ‘’which is seven years old’’ is a nonrestrictive clause because the dog’s age isn’t important information.
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Look for the subject of the sentence. As noted earlier, the subject is a noun phrase (or a pronoun) that tells what the subject is about. The subject also determines the form the verb in the predicate takes.
- In a simple declarative sentence (statement) or exclamatory sentence (‘’Harry threw the ball’’, ‘’I did it!’’), the subject is usually stated first.
- In a declarative sentence introduced with an appositive or a nonrestrictive clause (a complex sentence)[7]
, the subject usually appears shortly after the comma that sets off the appositive or clause. (‘’After winding up, Harry threw the ball.’’) - In an imperative sentence (command), the subject is usually not stated. (‘’Bring that over here.’’) It is understood to be whoever the command is given to, or more simply, “you.”
- In an interrogative sentence (question), the subject can sometimes begin the sentence (‘’It’s raining in Nebraska?’’, ‘’Who broke this?’’), but it can also follow the predicate (‘’Is this your car?’’) or fall between parts of it (‘’May I have this dance?’’). Often, you can rewrite the question into a statement (‘’This is your car.’’); in those cases, the subject of the statement is also the subject of the question.[8]
- A sentence can have more than one subject. Multiple subjects are called a compound subject; the individual subjects are usually connected with the conjunction ‘’and’’.
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Find the verb and you find the predicate. Also as noted earlier, the predicate tells what action the subject is taking or has taken or the subject’s state of being. In most sentences, the predicate immediately follows the subject, while for interrogative sentences, the predicate verb usually comes before the subject.
- The predicate may include a main verb and a helping verb, as in ‘’I can speak German’’. ‘’Speak’’ is the primary verb, but ‘’can’’ serves as a helping verb, telling that I am able to speak German.
- The primary helping verbs are the forms of ‘’be’’, ‘’do’’, and ‘’have’’, while ‘’can’’ is part of a group of helping verbs that expresses need or possibility, called modal helping verbs. The others are ‘’could’’, ‘’may’’, ’’might’’, ‘’must’’, ‘’ought to’’, ‘’shall’’, ‘’should’’, ‘’will’’, and ‘’would’’.[9]
- Just as a sentence can have more than one subject, it can also have more than one predicate. Multiple predicates are called a compound predicate; the main verbs are usually connected with the conjunction ‘’and’’.
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Look for the direct and indirect objects, if they’re present. Objects, when present, typically follow the verb in the predicate. A verb followed by one or more objects is called a transitive verb, while a verb that isn’t followed by an object is called an intransitive verb.
- An indirect object often follows the verb immediately, while a direct object may be preceded by modifiers or an indirect object. A sentence may have multiple direct or indirect objects.
- Not all nouns or pronouns that follow the predicate verb are objects, however. If the verb just connects the subject to a noun that describes it (‘’I am a man.’’), the noun that follows the verb is called a predicate noun.
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Identify modifying words, phrases, and clauses and determine what they modify. Often, you can determine what words modify other words by their position in the sentence.
- Adjectives are usually placed before the noun they modify, whether it is the subject or the object of the sentence. If several adjectives modify a noun, they may be separated with commas if they describe different attributes of that noun.
- However, sentences with verbs that connect the subject with information about the subject, called linking verbs, place the adjective after the linking verb, as in the sentence ‘’He is happy.’’ The most common linking verbs are the forms of ‘’to be’’ (‘’am’’, ‘’are’’, ‘’is’’, ‘’was’’, ‘’were’’), ‘’become’’, and ‘’seem’’, but other verbs, such as ‘’appear’’and ‘’feel’’, can also function as linking verbs.[10]
- Adverbs can be placed either before or after the verb they modify, but usually after. Adverbs that modify adjectives or other adverbs usually come before the word they modify.
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Choose how much of the sentence you want to analyze. Parse trees can be used to analyze a complete sentence or just a clause or phrase within a sentence.
- If you want to analyze an entire sentence, write the word ‘’Sentence’’ or the abbreviation ‘’S.’’
- If you want to analyze a clause, write the word ‘’Clause’’ or the abbreviation ‘’C.’’
- If you want to analyze a phrase, write the word ‘’Phrase’’ or the abbreviation ‘’P.’’ You can further define the type of phrase you’re analyzing: a noun phrase (NP), a verb phrase (VP), etc.
- For the purposes of this example, we’ll use the sentence ‘’The gaudily dressed Wink Martindale remains popular with long-time fans of television game shows.’’
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Draw a pair of branching lines downward from the name of the component (S, C, or P). The exact length of each line will vary. For a sentence with a short noun phrase as a subject and a long verb phrase as a predicate, you’ll need to draw a longer line for the subject and a shorter line for the predicate. If the lengths of the two phrases are about the same, your lines should be about the same length.
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Label the ends of the branching lines. Use labels according to how much of the sentence you’re analyzing and the components that make that part up.
- If you’re analyzing a complete sentence or a clause, you’re looking for a subject and a predicate. Your subject will be a noun phrase, while your predicate will be a verb phrase. You can use ‘’Noun Phrase’’ or ‘’NP’’ to label the noun phrase as such, or ‘’Subject’’ to label it as the subject. You can use ‘’Verb Phrase’’ or ‘’VP’’ to label the verb phrase as such or ‘’Predicate’’ to label it as the predicate.
- In our example sentence, the subject is the noun phrase ‘’The gaudily dressed Wink Martindale’’, while the predicate is the verb phrase ‘’remains popular with long-time fans of television game shows’’.
- If you’re only analyzing a phrase, you’ll only be looking for components that make up the phrase.
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Draw new branching lines from each of the labels. By drawing the new lines, you’re preparing to break down the noun phrase of your subject and the verb phrase of your predicate into their components.
- The noun phrase ‘’The gaudily dressed Wink Martindale’’ breaks down into an adjective phrase, ‘’The gaudily dressed’’, and the (proper) noun ‘’Wink Martindale’’, so you draw two branching lines from the label ‘’Noun Phrase’’ or ‘’Subject’’.
- The verb phrase ‘’remains popular with long-time fans of television game shows’’ breaks down into the verb ‘’remains’’ and the adjective phrase ‘’popular with long-time fans of television game shows’’.
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Write labels at the ends of each of the new branches. The labels conform to the parts you’ve identified for the subject and predicate.
- For the branches created under ‘’Noun phrase’’ or ‘’Subject’’, you’d write ‘’Adjective Phrase’’ or ‘’AdjP’’ and ‘’Noun’’.
- For the branches created under ‘’Verb Phrase’’ or ‘’Predicate’’, you’d write ‘’Verb’’ and ‘’Adjective Phrase’’ or ‘’AdjP’’.
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Repeat the branching and labeling until you have a branch and label for each word in the sentence. As noted earlier, types of phrases can be broken down into smaller and smaller component phrases.
- The adjective phrase ‘’The gaudily dressed’’ breaks down into the article or determiner ‘’The’’ and the adjective phrase ‘’gaudily dressed’’, which, in turn, breaks down into the adverb ‘’gaudily’’ and the participle acting as adjective ‘’dressed’’.
- The adjective phrase ‘’popular with long-time fans of television game shows’’ breaks down into the adjective ‘’popular’’ and the double prepositional phrase ‘’with long-time fans of television game shows’’. Each of the prepositional phrases breaks down into a preposition and noun phrase (‘’with’’ and ‘’long-time fans’’, and ‘’of’’ and ‘’television game shows’’), and the noun phrases break down further into adjective phrases followed by nouns, and so on.
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Write the sentence underneath the labels. If you’ve broken the example sentence down completely, you’ll have this series of labels: “Determiner” (or “Article”), “Adverb,” “Adjective,” “Noun,” “Verb,” “Adjective,” “Preposition,” “Adjective,” “Noun,” “Preposition,” “Adjective,” “Adjective,” “Noun.” [11]
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- You can use abbreviations: “Det” for “Determiner,” “Art” for “Article,” “Adv” for “Adverb,” “Adj” for “Adjective,” “N” for “Noun,” “V” for “Verb,” and “Prep” for “Preposition.”
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Connect each word to the label above it with a dotted vertical line. This shows the function of each word in the sentence; the tree branches show the relationships between components of the phrases that make up the sentence.[13]
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- For the example sentence, you’d draw a dotted line from ‘’The’’ to ’’Determiner’’ (or ‘’Article’’), from ‘’gaudily’’ to ‘’Adverb’’, from ‘’dressed’’ to ‘’Adjective’’, and so on.
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Draw a horizontal line. This is the line you will write the subject and predicate of the sentence on.
- For most of the steps in this section, we’ll use the same sentence as for the parse tree diagram example: ‘’The gaudily dressed Wink Martindale remains popular with long-time fans of television game shows’’.
- If you have a sentence composed of multiple independent clauses, make a line for each clause in the sentence.
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Draw a vertical line through the horizontal line. The vertical line separates the subject from the predicate.
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Write the subject of the sentence in front of the dividing line. See the step about where to look for the subject of the sentence in “Part Two: Analyzing a Sentence.” For this method of diagramming, we want only the simple subject of the sentence, not the complete noun phrase.
- For our example sentence, the simple subject is the proper noun ‘’Wink Martindale’’.
- If the sentence is an imperative (command) sentence, the subject is understood to be “you.” The subject is written on the line in parentheses, as “(you),” or as “(X).” If the sentence also includes a vocative (‘’Wink, tell us the categories.’’), put the vocative on a horizontal line floating above the understood subject.[15]
- If the sentence has multiple subjects, draw a branch (a horizontal “V”) from the left of the subject-predicate divider and a separate line for each subject. Write each subject on one of the lines, and connect the subject lines with a dashed vertical line. Write the word ‘’and’’ on the dashed line.[16]
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Write the main verb of the predicate after the dividing line. If the verb has a linking verb, write it in front of the main verb.
- For our example sentence, we’d write the verb ‘’remains’’ after the divider.
- If the sentence has multiple predicates, draw a branch from the right of the subject-predicate divider and a separate line for each predicate. Write each verb and linking verb (if any) on one of the lines and connect the predicate lines with a dashed vertical line. Write the word ‘’and’’ on the dashed line.[17]
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Fill in the direct object, if there is one. If the sentence has a direct object, it goes on the same line as the subject and predicate and is separated by a vertical line that rises upward from the subject-predicate line.
- Our original example sentence doesn’t have a direct object. However, if our sentence were ‘’Wink Martindale gave the contestant a new car.’’, the word ‘’car’’ would be written after the line dividing the predicate ‘’gave’’ from the direct object.
- If the sentence has one predicate but multiple objects, draw a branch from the right of the predicate-object divider and a separate line for each direct object. Write each direct object on one of the lines and connect the direct object line with a dashed vertical line on which you write ‘’and’’.
- If the sentence has multiple predicates with an object for each predicate, extend the predicate lines and draw in a vertical predicate object divider for each line, then write the objects that correspond to the predicates on the line of the predicate the object corresponds to.
- If the sentence has multiple predicates but only a single direct object, draw lines from each predicate line that converge at a single point. (This should mirror the branching out from the subject-predicate line, making the diagram look something like a wrapped candy.) Draw a horizontal line out from this point, with a predicate-object divider, then write the object to the right of the divider.[18]
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Fill in the indirect object, if there is one. Draw a slanting line from the predicate side of the subject-predicate line downward and to the right. Draw a horizontal line from the end of the slanting line and write the indirect object on it.
- Using our example sentence from the previous step, ‘’Wink Martindale gave the contestant a new car.’’, the word ‘’contestant’’ is the indirect object, so it would be written on the horizontal line below the predicate.
- If there are multiple indirect objects, draw a branch from the slanted line and a horizontal line for each indirect object. Write each indirect object on its own line and connect the indirect object lines with a vertical dashed line on which you write ‘’and’’.[19]
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Fill in the predicate noun or adjective if your sentence has one. A predicate noun or adjective goes in the same place as a direct object would, except that you separate it with a slanted line that points in the direction of the subject. This shows the predicate noun or adjective refers to or describes the subject.[20]
- In our original sentence, the word “popular” is an example of a predicate adjective. If the sentence read ‘’Wink Martindale remains a popular game-show host.’’, the word ‘’host’’ would be an example of a predicate noun.
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Fill in the words that describe the subject, predicate, and object. Draw diagonal lines under the subject(s), the predicate(s), and the object(s).
- Draw one line under the subject for each adjective that directly modifies the subject and write an adjective on it. If your sentence connects the adjectives together with ‘’and’’, draw a dashed line between the adjective lines and write ‘’and’’ on it.
- Using our original example sentence, the words ‘’The’’ and ‘’dressed’’ would appear on diagonal lines extending from the subject ‘’Wink Martindale’’.
- Draw one line under the predicate for each adverb that directly modifies the predicate and write an adverb on it. If your sentence connects the adverbs together with ‘’and’’, draw a dashed line between the adjective lines and write ‘’and’’ on it.
- Draw one line under the object for each adjective that directly modifies the object and write an adjective on it. If your sentence connects the adjectives together with ‘’and’’, draw a dashed line between the adjective lines and write ‘’and’’ on it.
- If you have adverbs that modify adjectives or other adverbs, draw a branching line from the modifier line downward and to the left. Then, draw a line perpendicular to this line but parallel to the modifier line. Write the modifying adverb on this line.
- Using our original example sentence, a branching line would be drawn from the line labeled with the word ‘’dressed’’. The word ‘’gaudily’’ would be written on the line paralleling ‘’dressed’’ to show it modifies that word.
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Fill in the prepositional phrases. The line segments for prepositional phrases look the same as for an indirect object, except that you write the preposition on the diagonal line that connects the object of the prepositional phrase to the subject-predicate line.
- However, while an indirect object always connects to the predicate, a prepositional phrase can be connected to the subject, predicate, object, an adjective, an adverb, or even to another prepositional phrase!
- Using our example sentence, we’d draw a diagonal line under the predicate adjective ‘’popular’’ and write the preposition ‘’with’’ on it, then draw a horizontal line and write the noun ‘’fans’’ on that. We would draw a diagonal line for the adjective ‘’long-time’’ and another diagonal line for the preposition ‘’of’’. We would draw a horizontal line from the preposition ‘’of’’ for the noun ‘’shows’’ and diagonal lines under ‘’shows’’ for the adjectives ‘’television’’ and ‘’game’’.
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Connect independent clauses with a dashed vertical line. Just as you connect multiple subjects, predicates or objects together with a dashed vertical line with ‘’and’’ on it.[21]
- If your sentence uses a different coordinating conjunction, use that in place of ‘’and’’.
- There are additional structures for more complex sentences, but these are the components you’ll find in most practice sentences. Search online for a graphic diagramming aid to help you master these.
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If there is conjunction in a sentence, where do I put it in a diagram?
Conjunctions typically connect one clause to another. Each clause occupies its own horizontal line in a diagram. Place a connecting conjunction on a vertical or diagonal (sometimes dotted) line drawn between the two clause lines.
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How do I diagram a sentence?
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What type of sentence is «She studied her horoscope, hoping to discover good news»?
It’s a simple, declarative sentence. Everything after the comma is a verbal phrase modifying «studied.»
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An alternate form of the parse tree diagram that can be used in media that won’t support a diagram, such as text-only email or Web pages, is to create brackets using the vertical line (|) and hyphens (-) to flank the labels identifying the phrases and clauses that make up the sentence. (Labels for the individual word components are not so flanked.)[22]
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Parse trees work better than Reed-Kellogg diagrams when the sentence being analyzed is short. For longer sentences, the Reed-Kellogg diagram is more effective because it takes less space than a parse tree.[23]
The Reed-Kellogg diagram is also better able to show sentence components placed in the predicate that actually refer to the subject, such as predicate adjectives and predicate nouns. -
One way to create sentences for diagramming with either the parse tree or Reed-Kellogg diagram is to use cards from a word game such as You’ve Been Sentenced, in which players have to build sentences from the words on the cards. The cards allow the words to be manipulated physically, and the diagrams can be drawn on sheets of butcher paper.
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Whichever method of diagramming you choose, remember that the goal is for the diagram to illustrate how the sentence works, not to create the most elaborate diagram.
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Diagramming sentences with the Reed-Kellogg diagram is not taught within the schools as much as it was up until the 1970s. While this form of diagramming does a good job of showing the functions of words in a sentence, it does not do as good a job of showing sentence structure as the parse tree does.
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References
About This Article
Article SummaryX
Analyzing a sentence may seem complicated, but by breaking it down into specific parts, you’ll find it much easier. Identify who is performing the action described by the sentence, which is known as the subject. For example, in the sentence “The dog barked,” the dog is the subject because it is doing the barking. The verb or predicate describes the action taken by the subject and usually follows it directly. In the sentence about the dog, the predicate would be “barking.” You may also see an object in the sentence, which is the thing that receives an action. In the sentence “The dog ate a bone,” the bone is the object because the dog is acting on it. For tips from our Writing co-author on how to draw diagrams to analyze sentences, keep reading!
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ACTIVITY #1
PAGE 37
EXERCISE A
1 Subsidiary —– e) a company which is at least half-owned by another company
2 Factory/plant ——– h) a large building or group of buildings where goods are made (using machinery)
3 Call center ——-— a) an office where people answer questions and make sales over the phone
4 Service center ——–– d) a place where faulty products are mended
5 Headquarters ———-– f) the main office or building of a company
6 Distribution center ——– b) A building from which goods or supplies are sent to factories, shops and customers
7 Warehouse ———–- g) a building for storing goods in large quantities
8 Outlet ————— c) a place through which products are sold
EXERCISE B
* Stock levels have been low for two weeks now.—-> Warehouse
* Why do we always have to check with the pairing company before making decisions? ——–> Subsidiary
* Yes, that’s fine. If you could just hold on a minute, I’ll need to transfer you to a supervisor ——–> Call Center
* We need to deliver this consignment on Friday.—————> Distribution Center
* The production line is operating at full capacity.—————–> Factory / plant
* Can you e-mail head office as soon as possible and find out about the designs for the new window displays.——————> Headquarters
* I am afraid all our engineers are out working on repairs at the moment.—————> Service Center
PAGE 38-39
SUCCES CAN BY A GAME WITH MANY PLAYERS
BY SARAH MURRAY
EXERCISE A
According with paragraph 1, I think that the best definition for PERKS is:
a)happiness and confidence in the workplace
EXERCISE B
4- the Google’s objective is to make its workplace feel fun.
5-Intellectual challenge and interesting of staff
6-intellectual activity and independence as a policy
7-Have goals clear and keep the learning
EXERCISE C
1 Google promotes the idea of staff getting together.
………………………………………………….True
2 Every month, managers get money to build teamwork or reward staff.
…………………………False
3 Ninety per cent of Google Italy workers thought it was a friendly place to work
………………False
4 The furniture in Google offices is different to that in most offices.
………………………………….True
5 The work is challenging, and you need a university degree to work there
……………………….True
6 Employees know what their objectives are and have the freedom to achieve them
…………..True
7 Employees have the opportunity to listen to well-known or important authors.
………………….True
PAGE 40
EXERCISE A
Which four areas does 8002 & Co look at when analysing a company’s organisation?
1-Formal organization
2-The decision rights
3-The information flows
4-The incentives
EXERCISE B
1 What do you need to answer on the website orgdna.com?
They have a survey tool
2 What are your answers compared to?
They compare the answer with foty thousand other executives
3 What can the comparison recognise?
we can recognize patterns
4 How does Booz & Co analyse a company in more depth?
They organise workshops with all executives into particular aspects
EXERCISE C
1 How was the American company organised?
The global american company was organised by function
2 What did Manufacturing and Marketing do?
manufacturing had responsibility for all the plants around the world, marketing all the brands in every country
3 What was the company not very good at?
at responding to the local markets.
4 How did the consultants want to change the organisation?
They want to move the geographically organization.
EXERCISE D
We did a lot of looking at how the business . operated .’ . where products were. made. . . . . where they were . .shipped…..J . how competitors were .organised. .• . And we also had to spend a lot of time thinking about whether we needed ….regional ..organization. . : or whether every single business unit would report back to the . . . . headquarters . . er in the US.
PAGE 41
EXERCISE A
Track 27- d)Greeting someone and talking about the past / changes
Track 28 – c) Introducing yourself and giving information about your company
Track 29 – b) Introducing another person
EXERCISE B
1) Which of these expressions do you hear?
a) Nice to see you again.: ok ………………………… e) I changed my job last year.:ok
b) Fine. thanks. :ok …………………………………….. d) How about you? :ok
f) I’m in banking now.:ok
2) Who is Head of Marketing? — Alex
3) Who now works in Finance? — Maria
EXERCISE C
Bob Danvers
Company ………..
Activity ……………
Karin Schmidt
Company …………
Activity ……………
EXERCISE D
Bob : Well, we’re basically an Outsourcing ‘ business. We supply companies and organisations with various services including IT, office equipment ‘, travel and even cleaning services.
Karin : I see. And is it a new company?
Bob : No, we’re well established. The company was founded.’ in the mid-1980s, and we’ve been growing rapidly ever since. It’s organised into four ………. We have over 7,000 employees ‘ ; we’ve got our headquarters‘ in London and office ‘ in New York, Cape Town and Sydney — so we’re pretty big.
ACTIVITY # 2
PAGE 44
EXCERCISE A
Newspapers are one example of an advertising medium. Can you think of others?
Radio, Internet, Tv, Press.
EXCERCISE B
Look at these words. Label each word 1 for ‘advertising media’, 2 for’methods of advertising’ or 3 for ‘verbs to do with advertising’.
Advertorials …………………… 2 Endorse ……………………. 2 Point-of-sale ………………. 1
Sponsor …………………………. 3 banner ads ………………. 2 Exhibitions …………………. 1
pop-ups …………………………. 1 sponsorship …………….. 2 billboards (AmE)/ ……….. 1
free samples …………………. 2 posters …………………….. 2 Target ………………………… 2
hoardings (BrE) …………….. 1 Internet …………………… 1 press …………………………. 1
television …………………….. 1 cinema …………………….. 1 leaflets/flyers ………………1
product placement ……….. 2 viral advertising ………. 2 commercials ……………….2
Outdoor advertising ……… 2 radio ………………………… 1 communicate ……………. 3
Place ……………………………. 3 Run ………………………… 3
EXCERCISE D
Which of the methods do you connect to which media?
EXAMPLE:
Television — commercials
-
internet — viral advertising
-
point fo sale — free samples
-
Exhibitions — endorse
-
outdoor advertising — leaftles / flyers
-
press — banner ads
-
cinema — product placement
-
pop pus — billboards
-
radio — comunicate
EXCERCISE E
Choose the most suitable words to complete these sentences_
1 A lot of cosmetics companies give away free samples so that customers can try the product before they buy.
2 Advertising companies spend a lot of money on creating clever slogans that are short and memorable, such as the message for Nike: ‘Just do it’.
3 Celebrity endorsement is a technique that is very popular in advertising at the moment.
4 If news about a product comes to you by word of the press the Internet, someone tells you about it rather than you seeing an advert.
5 Many companies use post and electronic mailshots because they can target a particular group of consumers all at the same time.
PAGE 48
EXCERCISE A
A publicity stunt —————————- This is a singular countable noun
A team of skydivers ————————— This is a singular countable noun
An entire 3 minute 20 second break ——— For introduce new information
A live skydiving jump ————————- Use a before of consonants
EXCERCISE B
In the first two paragraphs of the article, which specific examples of the following are referred to?
-
A live advertising
EXCERCISE C
-
The Knowledge of advertising code of practice is vital to those wishing to work in the advertising industry.
-
We want to film a TV commercial in Russia.
-
The ‘Think small’ Volkswagen Beetle advert was one of most successful advertising campaigns of 20th century.
-
The Four major brands — AOL, Yahoo!, Freeserve and BT — all achieve awareness of over 40% amongst UK adult population.
-
The Next year, I am going to work for an advertising agency in USA.
Activity #2
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I am trying to predict each label of word from review sentences. By far I have trained a classifier before with training data and now I am using on testing data. Basically, what I want to achieve is that from a full sentence the first word is removed, predict the rest of the sentence label, next return the first word and remove the second, predict again so on. This procedure would remove i-th word and predict rest of sentence label in every case.
I ran following code which is capable to remove one word and then return it back, but the problem is that my classifier predicts the whole sentence, because I use stems1 pre-process it list as whole document, thus I thought I could use i loop instead of stems1 at fit_transform
but does not work.
vec = TfidfVectorizer(tokenizer=identity_tokenizer,use_idf = True, lowercase = False, max_features = 401)
X_new = vec.fit_transform(stems1).toarray() #stems1 is a pre-processed list that contains inside reviews lists
from typing import List
for i in stems1:
for j in range(0,len(i)):
i.pop(int(j)
new_pred = m.predict_proba(X_new)[:, 0]
i.insert(j, a)
Advertising
- Look at these words. Label each word 1 for ‘advertising media’(средства распространения рекламы), 2 for ‘methods of advertising’(способы/методы рекламы) or 3 for ‘verbs to do with advertising’.
advertorials 2 banner ads billboards(AmE)/ hoardings (BrE) cinema commercials communicate |
Endorse Exhibitions free samples Internet leaflets/flyers outdoor advertising place |
point-of-sale pop-ups posters press product placement radio run |
Sponsor Sponsorship Target Television viral advertising |
- Which of the verbs you identified in Exercise 1 combine with these nouns?
1 a campaign 3 an advertisement 5 a consumer
2 a product 4 an event 6 a message
- Choose the most suitable words to complete these sentences:
1)A lot of cosmetics companies give away leaflets/commercials/free samples so that customers can try the product before they buy.
2)Advertising companies spend a lot of money on creating clever slogans/posters/exhibitions that are short and memorable, such as the message for Nike: ‘Just do it’.
3)Celebrity exhibition/research/endorsement is a technique that is very popular in advertising at the moment.
4)If news about a product comes to you by word of mouth/the press/ the Internet, someone tells you about it rather than you seeing an advert.
5)Many companies use post and electronic slogans/mail shots/posters because they can target a particular group of consumers all at the same time.
- (Hometask) Give examples of:
1) any viral campaigns you have read about
2) clever slogans that you remember from advertising campaigns
3) sponsorship of any sporting or cultural events.
- (Hometask) Complete the text with the words in the box. There are some words which you will not need.
You may disagree that advertising is an art, you may even find it irritating at times, but it has certainly become part of our life. The newspaper article that you started reading turns out to be an
(1) . . . . . . . . The programme you are watching on TV is suddenly interrupted by a series of (2) . . . . . . . . . . for various consumer goods, including one for Crispin’s Crisps,
(3). . . . . . . . . by your favourite film star. And no sooner do you start surfing the Internet than (4). . . ….. invade your screen. So you take a break and go for a stroll, only to take in once more how much (5) . . . . . . . . . . . . have indeed changed your cityscape. Then, on entering your local supermarket, you notice immediately that (6) . . . . . . . . . advertising is alive and well, but do not refuse the (7) . . . . . . . given away that day. Finally, you just do it — yes, you buy three packets of Crispin’s and walk back home with a spring in your step.
- Tick the correct sentences. Add the where necessary in the other sentences. You may need to add the more than once.
1) Knowledge of advertising code of practice is vital to those wishing to work in advertising industry.
2) We want to film a TV commercial in Russia.
3) The ‘Think small’ Volkswagen Beetle advert was one of most successful advertising campaigns of 20th century.
4) Four major brands — AOL, Yahoo!, Freeserve and BT — all achieve awareness of over 40% amongst U K adult population.
5) Next year, I am going to work for an advertising agency in USA.
- This text is about a television advertisement. Some of the articles are missing. Write in the missing articles — 0, on or the — where appropriate.
- (Hometask) In each sentence of this text, one article is missing. Write a, an or the where appropriate.
Sweden has long history of rules and regulations aimed at guiding citizens on the right path. A majority of Swedes seem content with the prohibitions they believe help keep their country one of safest on Earth. As Sweden is extremely child-focused society, much of the
paternalistic protection is directed towards children. For example, all television advertising aimed at children under age of 12 — from junk food to toys to video games — has been banned on terrestrial channels before 9 p.m. since 1991. Although it has many admirers,
ban is not entirely successful because the satellite television stations that broadcast from outside Sweden are free to target children as much as they like. Despite this, health professionals say the relatively low incidence of children’s advertising has been big factor in the exceptionally low levels of overweight children in Sweden.
динара95
+10
Решено
7 лет назад
Английский язык
5 — 9 классы
order the words to make sentences label the subject verb and object in each sentece
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динара95
просто
динара95
я не могу понять суть:(
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блин
ЛОИВЛ
И ЧТО НУЖНО ДЕЛАТЬ С ЭТИМ ?Я СДЕЛАЮ) Я УМЕЮ!!!!!
ЛОИВЛ
ТЕБЕ НАРГИЗ05 ПИШЕТ ОТВЕТ
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наргиз05
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Светило науки — 25 ответов — 0 раз оказано помощи
упорядочить слова, чтобы сделать предложения, маркировать предмет, глагол и объект в каждом предложении
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Заказать слова, чтобы сделать предложения маркировать предмет глагол и объект в каждом предложении
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https://vashotvet.com/task/3583202
Exercise- Rewriting sentence fragments, label each sentence Frag. (sentence fragment) or Comp. (complete sentence). The Exercise- desire of all humankind to live.
Exercise-Rewriting Sentence Fragments
Exercise-1
(A) Label each sentence Frag. (sentence fragment) or Comp. (complete sentence). Then on a separate sheet of paper, rewrite each fragment to make a complete sentence.
Frag 1. The desire of all humankind to live in peace and freedom, for example.
Rewrite: The desire of all humankind to live in peace and freedom; for example, many humanitarian organizations work to stop the war in the world.
Frag 2. Second, the fact is that men are physically stronger than women.
Rewrite: Second, the fact that man is physically stronger than women; therefore, men intend to dominate women.
Comp 3. The best movie I saw last year.
Comp 4. Titanic was the most financially successful movie ever made worldwide.
Frag 5. For example, many students have part-time jobs.
Rewrite: Students cannot join every class in the university; for example, many students have part-time jobs.
Frag 6. However, people want to believe that all men are created equal.
Rewrite: Although people want to believe that all men are created equal, people are not the same in
Comp 7. Finding a suitable marriage partner is a challenging task.
Frag 8. Many of my friends did not have the opportunity to go to college.
Rewrite: Many of my friends who did not have the opportunity to go to college will invite them to join Open University to study again.
Frag 9. A tsunami occurred in the Indian Ocean in December 2004, killing more than 200,000 people.
Rewrite: A tsunami occurred in the Indian Ocean in December 2004, killing more than 200,000 people, considered the most devastating tsunami in Asia.
Comp 15. Despite a lag of up to several hours between the earthquake and the tsunami, nearly all victims were taken completely by surprise.
Text Below Contains SIX word
EXERCISE-2
One of the biggest concerns that parents have about raising children in a bilingual household is that learning two or more languages at the same time will cause confusion. One misunderstood behavior, which has often been taken as evidence for confusion, is when bilingual children mix words from two languages in the same sentence. This is known as code-mixing. In fact, code-mixing is a normal part of bilingual development, and bilingual children actually have good reasons to code mix (Pearson, 2008). The reason some children code mix is that they are just repeating what they hear adults around them say (Comeau, Genesee & Lapaquette, 2003).
Another reason for code-mixing among bilingual children is due to their limited vocabulary in both languages. Similar to how a monolingual 1-year-old might initialize using the word “dog” to refer to any four-legged creature, bilingual children also use their limited vocabularies to substitute a word from one language with a word from another language. A bilingual child might not know or cannot quickly retrieve the appropriate word in one language, so he or she might borrow the word from the other language (Lanza, 2004). Thus, rather than being a sign of confusion, code-mixing can be seen as a progressive in their language development and a sign of bilingual children’s ingenuity.
EXERCISE-3
Reporting verb
Reporting verb is defined as referring verbs that convey the action of speakers. It is used when a person reports others’ work or statements directly or indirectly. The most common use of the reporting verb is in-text citations.
One of the most common ways to incorporate citations into your writing is to use the reporting verb. They are needed in order to connect the in-text citation to the information which you are citing. Before selecting a verb, it is vital that you carefully read the source and clearly understand the author’s claim(s).
EXERCISE-4– Fill in the blanks with the most appropriate reporting verb.
- Greenberg (2001) emphasizes the importance of taking a liberal approach.
or
Greenberg (2001) stresses the importance of taking a liberal approach.
- Alam et al. (2004) observe patients diagnosed with Type 2 diabetes for a minimum of 8 years.
or
Alam et al. (2004) analyze patients diagnosed with Type 2 diabetes for a minimum of 8 years.
- Toms (1982) articulate the common belief that humans have five senses. In his research, he finds that there are, in fact, nine senses.
or
Toms (1982) challenges the common belief that humans have five senses. In his research, he finds that there are, in fact, nine senses.
- Hanks (2004) determines an idiom as an expression whose “meaning . . . is distinct from the sum of its parts” (p. 257).
or
Hanks (2004) notices an idiom as an expression whose “meaning . . . is distinct from the sum of its parts” (p. 257).
- Jirapanakorn (2012) examines the use of reporting verbs in international journals and Thai journals and found that there were fewer uses of reporting verbs in Thai journals.
or
Jirapanakorn (2012) discovers the use of reporting verbs in international journals and Thai journals and found that there were fewer uses of reporting verbs in the Thai journals.
Plagiarism: How To Avoid Plagiarism, Identify Errors in the citation as well as Correction. For example, a student uses an internet article in researching her paper. However, she finds several of the ideas in the article useful and develops them in her own paper. Since she does not quote from the text, she does not cite it in her paper, but she references it in the bibliography.
Plagiarism
Work is often considered plagiarized when it contains another person’s ideas, processes, results, data, or words without giving appropriate credit to the owner. In other words, plagiarism is when you claim someone else’s thoughts and work as your own. In the academic world, this is a crime and can be heavily penalized.
Exercise- 5
Read these situations carefully and decide whether they are acts of plagiarism or not. State your reason in the space provided.
Situation
- A student uses an internet article in researching her paper. She finds several of the ideas in the article useful and develops them in her own paper. Since she does not quote from the text, she does not cite it in her paper, but she references it in the bibliography.
Plagiarism- Yes / No
Answer: YES
Reason: Although the student correctly referenced the article in her bibliography, that’s not enough. If she uses the ideas in her paper, she must consider the origins of those ideas in the paper itself. She acknowledges the source of the idea directly or uses in-text citation.
2. You are taking a class that a friend has already taken. She lets you read her paper to get some ideas and tells you to use any parts of the paper you find useful. You incorporate some of her paragraphs into your paper without citation.
Plagiarism-Yes / No
Answer: YES
Reason: My friend permitted to use her paper is not relevant; it is still plagiarism when you present work that someone else has done as your own.
3. A friend offers to let you read his paper to help you get some ideas and tells you to use any parts of the paper you find useful. You incorporate one of his paragraphs into your paper. You are careful to include all of the citations from his paper in your footnotes so that readers can find the source of information.
Plagiarism-Yes / No
Answer: YES
Reason: Although I have the citations, it is plagiarism to show someone else’s work as my own. My friend can also violate the Honor Code too.
4. A student finds a picture on the web that perfectly illustrates a point she wants to make in her paper. She downloads the picture but does not use the website’s analysis; she also writes her own caption for the picture. Since the analysis and caption are her own, she does not include a citation for the picture.
Plagiarism-Yes / No
Answer: YES
Reason: It is both depending on the type of picture she is using. If the picture is common and shares common knowledge, then it won’t be considered plagiarism. But if the picture belongs to individuals’ intellectual work, then it will consider as plagiarism.
5. You are discussing your term paper with your professor. She gives you an interesting idea about how you might interpret some of the materials you have been studying. Since the discussion was informal and did not pertain to an area in which your professor intends you to publish, you incorporate her suggestions without acknowledgment.
Plagiarism-Yes / No
Answer: NO
Reason: Though it is important to acknowledge other ideas, it won’t be plagiarism because she has not written on the subject and does not intend to do so.
How To Avoid Plagiarism
One of the ways to avoid plagiarism is to acknowledge the originator(s) of the idea(s). This can be done by using proper citation and referencing techniques.
Exercise- 5
Other than to avoid plagiarism, what are other purposes of including a citation in your writing?
- To give credit to the authors whose work I am using.
- To provide readers with a list of additional readings on the topic.
- So that my academic paper can easily be spotted.
Activity 3
Identify the errors in each of the citations below.
- “The cold ocean water around Antarctica flows north to mix with warmer water from the tropics, and its upwellings help to cool both the surface water and our atmosphere. Yet the fragility of this regulating system is now threatened by human activity” (Jane Auduboy, 1990).
Error(s): (Jane Auduboy, 1990).
Correct: “The cold ocean water around Antarctica flows north to mix with warmer water from the tropics, and its upwellings help to cool both the surface water and our atmosphere. Yet the fragility of this regulating system is now threatened by human activity” (Auduboy, 1990)
- Eastmond states that distance learning is an increasingly important aspect of higher education because it meets the needs of an expanding pool of nontraditional students who find education necessary for jobs in today’s information age.
Error(s): No date
Correct: Eastmond (n.d.) states that “distance learning is an increasingly important aspect of higher education because it meets the needs of an expanding pool of nontraditional students who find education necessary for jobs in today’s information age.”
- According to Celik (2015), he found that managing the learning environment in classrooms with students of a range of ability levels or achievement is one of the tough issues many teachers face.
Error(s): he found that
Correct: According to Celik (2015), “managing the learning environment in classrooms with students of a range of ability levels or achievement is one of the tough issues faced by many teachers.”
- 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. (Consumer Reports:1990)
Error(s): (Consumer Reports:1990)
One study concluded that wearing a bike helmet can reduce the risk of head injury by 85 percent. A bike helmet absorbs the shock and cushions the head (Consumer Reports,1990).
5. Armstrong (2004) suggests that historical cost accounting has “passed its use-by date.”
Error(s): Armstrong (2004), suggests
Correct: Armstrong (2004) suggests that historical cost accounting has “passed its use-by date.”
These are the Exercise.
M M Kobiruzzaman is a researcher, lecturer, and academic & creative content writer. He studied for a Master of Management By Research at the School of Business and Economics Faculty, Universiti Putra Malaysia. Previously, he graduated from the Department of Communication, Universiti Putra Malaysia. His research interests contained Journalism, Social Media Communication, Information and Communication Technology (ICT), and Corporate Communication. He has published several journal articles globally. He prefers to impart academic knowledge to other people through content writing. View all posts by M M Kobiruzzaman
Okay, at long last it’s time for another edition of «Getting Started In» (p.s., if you want to write one of these for your area of expertise, I’m very open to it!).
So, what is sequence labeling? It’s the meta problem that we face all the time in NLP tasks where we want to assign a single label to each element in a sequence. For us, a sequence is usually a sentence and a word is an element. The elements we are trying to assign are usually things like parts of speech, syntactic chunk labels (is this part of a noun phrase, verb phrase, etc.), named entity labels (is this a person?) and so on. Information extraction systems (i.e., extracting meeting times and locations from emails) can also be treated as sequence labeling problems.
There are roughly two varieties of sequence labeling: (1) raw labeling and (2) joint segmentation and labeling. The latter is (IMO) more common. Raw labeling is something like POS tagging where each element gets a single tag. Joint segmentation and labeling is where whole segments get the same label. For instance, in named entity recognition, a sentence like «Yesterday , George Bush gave a speech .» contains example one named entity («George Bush»). Here, we want to assign the label «PERSON» to the entire phrase «George Bush», not to individual words (for instance, if two named abut, we need to know where they separate).
The easiest way to deal with segmentation problems is to transform them into raw labeling problems. The standard way to do this is the «BIO» encoding, where we label each word by «B-X», «I-X» or «O». Here, «B-X» means «begin a phrase of type X», «I-X» means «continue a phrase of type X» and «O» means «not in a phrase.» For instance, the Bush sentence would be labeled as: «Yesterday/O ,/O George/B-PER Bush/I-PER gave/O a/O speech/O ./O» Once can now treat this as a raw labeling problem, perhaps being careful to avoid producing impossible sequences at test time (eg., an «I-X» can only follow a «B-X» or another «I-X»). Other encodings are also possible. So for now, I’ll concentrate on raw labeling and revisit the true joint segmentation problem at the end.
In raw labeling, we’re faced with the problem of assigning a single label to each word in a sequence. Perhaps the easiest approach is to predict each label independently. Then, we just have a collection of multiclass classification tasks (each label is a different class). We can use whatever classifier we want for this. Despite it’s simplicity, this approach is actually quite effective for many problems.
Intuitively, we usually believe that the labels in these problems are not independent. For instance, in POS tagging, it’s basically impossible to have a verb immediately following a determiner. We would therefore like to use some local sequence information to improve our performance. The «old school» approach to doing this is to use a hidden Markov model (HMM). I’ll refer you to Manning+Schutze for details here (keeping in mind that really what we’re using is just a Markov model…in these problems, there is nothing that’s hidden). But the basic idea here is that we have two probability distributions: a transition distribution (how likely is it that a verb will follow a determiner) and an emission distribution (how likely is it that we’ll see the word «the» given that we know this word should be a determiner). If our transition probabilities are local, then the Viterbi algorithm will run efficiently at test time. This locality is referred to as the «Markov assumption.» Specifically, a first-order Markov assumption says that the probability of label at time t+2 is independent of label at time t given the label at time t+1. The higher Markov order you use, the harder it is to decode (complexity-wise).
The potential problem with using HMMs is that the emission probabilities are of the form p(word | tag), where we’d really like to model p(tag | word). The latter is preferable because it’s easier to include lots of overlapping features (capitalization, word identity, prefixes, suffixes, stems, etc.). The partial solution is to use a maximum entropy Markov model (MEMM), where we model p(tag | word) using a maximum entropy model, but keep everything else as in an HMM. MEMMs are only slightly more complex to train than HMMs, but work a whole lot better. At training time, we essentially include features having to do with the previous labels, but otherwise this is just as in the independent classifiers approach. Viterbi search still runs at test time, so we’re limited to the same Markov order constraints as HMMs.
The potential problem with MEMMs (noticing a trend here? :P) is that when the models are trained, they are trained against CORRECT previous labels. That is, when we create a classification example corresponding to the label at time t+1, we include features that depend on the label at time t. But these will always be correct at training time, but can be wrong at test time. This leads to the infamous «label bias» problem. The conditional random field (CRF) is essentially an answer to this problem. Instead of training to predict each label independently, but then running Viterbi at test time, we train to get the whole sequence right. (This is a good instance of having identical training and testing situations.) Training CRFs is a bit of a bore, since each iteration of training requires one to run the forward-backward algorithm over each training instance. But CRFs do often perform better than plain MEMMs. The UMass group has been nice enough to release their CRF implementation.
Once we get to CRFs, we can play a bunch of other games. For instance, we can essentially come up with a margin-based version of the CRF. This is roughly like moving from maxent to SVMs. The result is either max-margin Markov networks or SVMstruct, depending on exactly how you formulate the problem. The latter has a nice implementation available to play with.
So that’s a whole lot of learning, but where the action really is in the features. For me, there’s essentially a standard feature set I always use for these problems, and then add and subtract as I see fit. The features I usually use are the following (with examples based on the word «George»: the exact word («George»), the stem («george»), prefixes of length 1-3 («G», «Ge» and «Geo»), suffixes of length 1-3 («rge», «ge» and «e») and some regexps. The most useful I use is to transform all capital letters to «A», all lower-case to «a», all numbers to «0», and all punctuation to «.». Then, we collapse identical adjacent letters. So George -> Aaaaaa -> Aa. Finally, I use list of people, places and organizations collected from various gazetteers and check whether each word falls in any of these lists. (Incidentally, these are available as part of my TagChunk program for solving joint tagging/chunking problems.) All of these features are typically applied in a window of +/- 1,2 or 3 words around the given word. You can see exactly what I calculate in this perl script.
The final issue in features is what to do with the transition features. In particular, one can think of putting the lexical features on «nodes» or «edges». By putting them on nodes, I mean that you have features like «previous-tag-is-DT current-word-is-George current-case-is-Aa». But you can also do a conjunction thing and say «previous-tag-is-DT current-word-is-George-and-previous-tag-is-DT current-case-is-Aa-and-previous-tag-is-DT». This obviously blows up your feature space, but if you have enough data, it’s almost always worth doing.
Now, getting back to the segmentation issue. The fact that there are multiple valid encodings for mapping segmentation -> raw labeling is probably a bad thing. It seems that, ideally, we’d like to learn to do the segmentation directly. This is really not that hard, and it comes with a bunch of benefits, especially in what features you can employ. For instance, you can check if the whole string «George Bush» falls in a list of names. Or you can notice that both words are capitalized. These are both great «phrase-based» features. More evidence has been published that treating these problems as segmentation problems directly is beneficial.