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I am by birth a Genevese, and my family is one of the most distinguished of that republic. My ancestors had been for many years counsellors and syndics, and my father had filled several public situations with honour and reputation. He was respected by all who knew him for his integrity and indefatigable attention to pu...
Beaufort with the truest friendship and was deeply grieved by his retreat in these unfortunate circumstances. He bitterly deplored the false pride which led his friend to a conduct so little worthy of the affection that united them. He lost no time in endeavouring to seek him out, with the hope of persuading him to beg...
I am by birth a Genevese, and my family is one of the most distinguished of that republic. My ancestors had been for many years counsellors and syndics, and my father had filled several public situations with honour and reputation. He was respected by all who knew him for his integrity and indefatigable attention to pu...
1
SCENE VII. The same. A Lobby in the Castle. [Hautboys and torches. Enter, and pass over, a Sewer and divers Servants with dishes and service. Then enter Macbeth.] MACBETH. If it were done when 'tis done, then 'twere well It were done quickly. If the assassination Could trammel up the consequence, and catch, With his...
of my intent, but only Vaulting ambition, which o'erleaps itself, And falls on the other. [Enter Lady Macbeth.] How now! what news? LADY MACBETH. He has almost supp'd: why have you left the chamber? MACBETH. Hath he ask'd for me? LADY MACBETH. Know you not he has? MACBETH. We will proceed no further in this busin...
SCENE VII. The same. A Lobby in the Castle. [Hautboys and torches. Enter, and pass over, a Sewer and divers Servants with dishes and service. Then enter Macbeth.] MACBETH. If it were done when 'tis done, then 'twere well It were done quickly. If the assassination Could trammel up the consequence, and catch, With his...
2
Mr. Bennet was among the earliest of those who waited on Mr. Bingley. He had always intended to visit him, though to the last always assuring his wife that he should not go; and till the evening after the visit was paid, she had no knowledge of it. It was then disclosed in the following manner. Observing his second d...
her coughs," said her father; "she times them ill." "I do not cough for my own amusement," replied Kitty fretfully. "When is your next ball to be, Lizzy?" "To-morrow fortnight." "Aye, so it is," cried her mother, "and Mrs. Long does not come back till the day before; so, it will be impossible for her to introduce h...
Mr. Bennet was among the earliest of those who waited on Mr. Bingley. He had always intended to visit him, though to the last always assuring his wife that he should not go; and till the evening after the visit was paid, she had no knowledge of it. It was then disclosed in the following manner. Observing his second d...
3
When they were gone, Elizabeth, as if intending to exasperate herself as much as possible against Mr. Darcy, chose for her employment the examination of all the letters which Jane had written to her since her being in Kent. They contained no actual complaint, nor was there any revival of past occurrences, or any comm...
go with him; but Colonel Fitzwilliam had made it clear that he had no intentions at all, and agreeable as he was, she did not mean to be unhappy about him. While settling this point, she was suddenly roused by the sound of the door bell, and her spirits were a little fluttered by the idea of its being Colonel Fitzwill...
When they were gone, Elizabeth, as if intending to exasperate herself as much as possible against Mr. Darcy, chose for her employment the examination of all the letters which Jane had written to her since her being in Kent. They contained no actual complaint, nor was there any revival of past occurrences, or any comm...
4
During dinner, Mr. Bennet scarcely spoke at all; but when the servants were withdrawn, he thought it time to have some conversation with his guest, and therefore started a subject in which he expected him to shine, by observing that he seemed very fortunate in his patroness. Lady Catherine de Bourgh's attention to hi...
the society of the neighbourhood, nor to his leaving his parish occasionally for a week or two, to visit his relations. She had even condescended to advise him to marry as soon as he could, provided he chose with discretion; and had once paid him a visit in his humble parsonage; where she had perfectly approved all the...
During dinner, Mr. Bennet scarcely spoke at all; but when the servants were withdrawn, he thought it time to have some conversation with his guest, and therefore started a subject in which he expected him to shine, by observing that he seemed very fortunate in his patroness. Lady Catherine de Bourgh's attention to hi...
5
Alice was beginning to get very tired of sitting by her sister on the bank, and of having nothing to do. Once or twice she had peeped into the book her sister was reading, but it had no pictures or conversations in it, "and what is the use of a book," thought Alice, "without pictures or conversations?" So she was con...
pop down a large rabbit-hole, under the hedge. In another moment, down went Alice after it! [Illustration] The rabbit-hole went straight on like a tunnel for some way and then dipped suddenly down, so suddenly that Alice had not a moment to think about stopping herself before she found herself falling down what seeme...
Alice was beginning to get very tired of sitting by her sister on the bank, and of having nothing to do. Once or twice she had peeped into the book her sister was reading, but it had no pictures or conversations in it, "and what is the use of a book," thought Alice, "without pictures or conversations?" So she was con...
6
SCENE VIII. The same. Another part of the field. [Enter Macbeth.] MACBETH. Why should I play the Roman fool, and die On mine own sword? whiles I see lives, the gashes Do better upon them. [Enter Macduff.] MACDUFF. Turn, hell-hound, turn! MACBETH. Of all men else I have avoided thee: But get thee back; my soul is ...
kiss the ground before young Malcolm's feet, And to be baited with the rabble's curse. Though Birnam wood be come to Dunsinane, And thou oppos'd, being of no woman born, Yet I will try the last. Before my body I throw my warlike shield: lay on, Macduff; And damn'd be him that first cries, "Hold, enough!" [Exeunt fight...
SCENE VIII. The same. Another part of the field. [Enter Macbeth.] MACBETH. Why should I play the Roman fool, and die On mine own sword? whiles I see lives, the gashes Do better upon them. [Enter Macduff.] MACDUFF. Turn, hell-hound, turn! MACBETH. Of all men else I have avoided thee: But get thee back; my soul is ...
7
ACT V. SCENE I. Dunsinane. A Room in the Castle. [Enter a Doctor of Physic and a Waiting-Gentlewoman.] DOCTOR. I have two nights watched with you, but can perceive no truth in your report. When was it she last walked? GENTLEWOMAN. Since his majesty went into the field, I have seen her rise from her bed, throw her n...
rubs her hands. GENTLEWOMAN. It is an accustomed action with her, to seem thus washing her hands: I have known her continue in this a quarter of an hour. LADY MACBETH. Yet here's a spot. DOCTOR. Hark, she speaks: I will set down what comes from her, to satisfy my remembrance the more strongly. LADY MACBETH. Out, da...
ACT V. SCENE I. Dunsinane. A Room in the Castle. [Enter a Doctor of Physic and a Waiting-Gentlewoman.] DOCTOR. I have two nights watched with you, but can perceive no truth in your report. When was it she last walked? GENTLEWOMAN. Since his majesty went into the field, I have seen her rise from her bed, throw her n...
8
Scene III. Elsinore. A room in the house of Polonius. Enter Laertes and Ophelia. Laer. My necessaries are embark'd. Farewell. And, sister, as the winds give benefit And convoy is assistant, do not sleep, But let me hear from you. Oph. Do you doubt that? Laer. For Hamlet, and the trifling of his favo...
his own; For he himself is subject to his birth. He may not, as unvalued persons do, Carve for himself, for on his choice depends The safety and health of this whole state, And therefore must his choice be circumscrib'd Unto the voice and yielding of that body Whereof he is the head. Then if...
Scene III. Elsinore. A room in the house of Polonius. Enter Laertes and Ophelia. Laer. My necessaries are embark'd. Farewell. And, sister, as the winds give benefit And convoy is assistant, do not sleep, But let me hear from you. Oph. Do you doubt that? Laer. For Hamlet, and the trifling of his favo...
9
"Curiouser and curiouser!" cried Alice (she was so much surprised that for the moment she quite forgot how to speak good English). "Now I'm opening out like the largest telescope that ever was! Good-by, feet! Oh, my poor little feet, I wonder who will put on your shoes and stockings for you now, dears? I shall be a gr...
in the other. He came trotting along in a great hurry, muttering to himself, "Oh! the Duchess, the Duchess! Oh! _won't_ she be savage if I've kept her waiting!" When the Rabbit came near her, Alice began, in a low, timid voice, "If you please, sir--" The Rabbit started violently, dropped the white kid-gloves and the f...
"Curiouser and curiouser!" cried Alice (she was so much surprised that for the moment she quite forgot how to speak good English). "Now I'm opening out like the largest telescope that ever was! Good-by, feet! Oh, my poor little feet, I wonder who will put on your shoes and stockings for you now, dears? I shall be a gr...
10
SCENE V. Inverness. A Room in Macbeth's Castle. [Enter Lady Macbeth, reading a letter.] LADY MACBETH. "They met me in the day of success; and I have learned by the perfectest report they have more in them than mortal knowledge. When I burned in desire to question them further, they made themselves air, into which th...
fear to do Than wishest should be undone." Hie thee hither, That I may pour my spirits in thine ear; And chastise with the valor of my tongue All that impedes thee from the golden round, Which fate and metaphysical aid doth seem To have thee crown'd withal. [Enter an Attendant.] What is your tidings? ATTENDANT. The ...
SCENE V. Inverness. A Room in Macbeth's Castle. [Enter Lady Macbeth, reading a letter.] LADY MACBETH. "They met me in the day of success; and I have learned by the perfectest report they have more in them than mortal knowledge. When I burned in desire to question them further, they made themselves air, into which th...
11
ACT I. SCENE I. Rome. A street. [Enter Flavius, Marullus, and a Throng of Citizens.] FLAVIUS. Hence! home, you idle creatures, get you home! Is this a holiday? What! know you not, Being mechanical, you ought not walk Upon a laboring day without the sign Of your profession?--Speak, what trade art thou? FIRST CITIZEN...
upon neat's-leather have gone upon my handiwork. FLAVIUS. But wherefore art not in thy shop today? Why dost thou lead these men about the streets? SECOND CITIZEN. Truly, sir, to wear out their shoes to get myself into more work. But indeed, sir, we make holiday to see Caesar and to rejoice in his triumph. MARULLUS. ...
ACT I. SCENE I. Rome. A street. [Enter Flavius, Marullus, and a Throng of Citizens.] FLAVIUS. Hence! home, you idle creatures, get you home! Is this a holiday? What! know you not, Being mechanical, you ought not walk Upon a laboring day without the sign Of your profession?--Speak, what trade art thou? FIRST CITIZEN...
12
There was a table set out under a tree in front of the house, and the March Hare and the Hatter were having tea at it; a Dormouse was sitting between them, fast asleep. The table was a large one, but the three were all crowded together at one corner of it. "No room! No room!" they cried out when they saw Alice coming....
hot tea upon its nose. The Dormouse shook its head impatiently and said, without opening its eyes, "Of course, of course; just what I was going to remark myself." [Illustration] "Have you guessed the riddle yet?" the Hatter said, turning to Alice again. "No, I give it up," Alice replied. "What's the answer?" "I hav...
There was a table set out under a tree in front of the house, and the March Hare and the Hatter were having tea at it; a Dormouse was sitting between them, fast asleep. The table was a large one, but the three were all crowded together at one corner of it. "No room! No room!" they cried out when they saw Alice coming....
13
Scene IV. Elsinore. The platform before the Castle. Enter Hamlet, Horatio, and Marcellus. Ham. The air bites shrewdly; it is very cold. Hor. It is a nipping and an eager air. Ham. What hour now? Hor. I think it lacks of twelve. Mar. No, it is struck. Hor. Indeed? I heard it not. It then draws near the sea...
honour'd in the breach than the observance. This heavy-headed revel east and west Makes us traduc'd and tax'd of other nations; They clip us drunkards and with swinish phrase Soil our addition; and indeed it takes From our achievements, though perform'd at height, The pith and marrow of our attr...
Scene IV. Elsinore. The platform before the Castle. Enter Hamlet, Horatio, and Marcellus. Ham. The air bites shrewdly; it is very cold. Hor. It is a nipping and an eager air. Ham. What hour now? Hor. I think it lacks of twelve. Mar. No, it is struck. Hor. Indeed? I heard it not. It then draws near the sea...
14
At five o'clock the two ladies retired to dress, and at half past six Elizabeth was summoned to dinner. To the civil enquiries which then poured in, and amongst which she had the pleasure of distinguishing the much superior solicitude of Mr. Bingley's, she could not make a very favourable answer. Jane was by no means...
a plain dish to a ragout, had nothing to say to her. When dinner was over, she returned directly to Jane, and Miss Bingley began abusing her as soon as she was out of the room. Her manners were pronounced to be very bad indeed, a mixture of pride and impertinence; she had no conversation, no style, no taste, no beauty...
At five o'clock the two ladies retired to dress, and at half past six Elizabeth was summoned to dinner. To the civil enquiries which then poured in, and amongst which she had the pleasure of distinguishing the much superior solicitude of Mr. Bingley's, she could not make a very favourable answer. Jane was by no means...
15
It was the White Rabbit, trotting slowly back again and looking anxiously about as it went, as if it had lost something; Alice heard it muttering to itself, "The Duchess! The Duchess! Oh, my dear paws! Oh, my fur and whiskers! She'll get me executed, as sure as ferrets are ferrets! Where _can_ I have dropped them, I w...
in great fear lest she should meet the real Mary Ann and be turned out of the house before she had found the fan and gloves. By this time, Alice had found her way into a tidy little room with a table in the window, and on it a fan and two or three pairs of tiny white kid-gloves; she took up the fan and a pair of the g...
It was the White Rabbit, trotting slowly back again and looking anxiously about as it went, as if it had lost something; Alice heard it muttering to itself, "The Duchess! The Duchess! Oh, my dear paws! Oh, my fur and whiskers! She'll get me executed, as sure as ferrets are ferrets! Where _can_ I have dropped them, I w...
16
Mr. Collins was not a sensible man, and the deficiency of nature had been but little assisted by education or society; the greatest part of his life having been spent under the guidance of an illiterate and miserly father; and though he belonged to one of the universities, he had merely kept the necessary terms, with...
and amiable as they were represented by common report. This was his plan of amends--of atonement--for inheriting their father's estate; and he thought it an excellent one, full of eligibility and suitableness, and excessively generous and disinterested on his own part. His plan did not vary on seeing them.--Miss Benne...
Mr. Collins was not a sensible man, and the deficiency of nature had been but little assisted by education or society; the greatest part of his life having been spent under the guidance of an illiterate and miserly father; and though he belonged to one of the universities, he had merely kept the necessary terms, with...
17
Scene III. A room in the Castle. Enter King, Rosencrantz, and Guildenstern. King. I like him not, nor stands it safe with us To let his madness range. Therefore prepare you; I your commission will forthwith dispatch, And he to England shall along with you. The terms of our estate may not endure ...
Fix'd on the summit of the highest mount, To whose huge spokes ten thousand lesser things Are mortis'd and adjoin'd; which when it falls, Each small annexment, petty consequence, Attends the boist'rous ruin. Never alone Did the king sigh, but with a general groan. King. Arm you, I pray you, to thi...
Scene III. A room in the Castle. Enter King, Rosencrantz, and Guildenstern. King. I like him not, nor stands it safe with us To let his madness range. Therefore prepare you; I your commission will forthwith dispatch, And he to England shall along with you. The terms of our estate may not endure ...
18
Elizabeth passed the chief of the night in her sister's room, and in the morning had the pleasure of being able to send a tolerable answer to the enquiries which she very early received from Mr. Bingley by a housemaid, and some time afterwards from the two elegant ladies who waited on his sisters. In spite of this am...
not found Miss Bennet worse than she expected. "Indeed I have, Sir," was her answer. "She is a great deal too ill to be moved. Mr. Jones says we must not think of moving her. We must trespass a little longer on your kindness." "Removed!" cried Bingley. "It must not be thought of. My sister, I am sure, will not hear o...
Elizabeth passed the chief of the night in her sister's room, and in the morning had the pleasure of being able to send a tolerable answer to the enquiries which she very early received from Mr. Bingley by a housemaid, and some time afterwards from the two elegant ladies who waited on his sisters. In spite of this am...
19
Scene IV. Near Elsinore. Enter Fortinbras with his Army over the stage. For. Go, Captain, from me greet the Danish king. Tell him that by his license Fortinbras Craves the conveyance of a promis'd march Over his kingdom. You know the rendezvous. If that his Majesty would aught with us, We shall ...
Or for some frontier? Capt. Truly to speak, and with no addition, We go to gain a little patch of ground That hath in it no profit but the name. To pay five ducats, five, I would not farm it; Nor will it yield to Norway or the Pole A ranker rate, should it be sold in fee. Ham. Why, then the Pola...
Scene IV. Near Elsinore. Enter Fortinbras with his Army over the stage. For. Go, Captain, from me greet the Danish king. Tell him that by his license Fortinbras Craves the conveyance of a promis'd march Over his kingdom. You know the rendezvous. If that his Majesty would aught with us, We shall ...
20
1801.--I have just returned from a visit to my landlord--the solitary neighbour that I shall be troubled with. This is certainly a beautiful country! In all England, I do not believe that I could have fixed on a situation so completely removed from the stir of society. A perfect misanthropist's heaven: and Mr. Hea...
even the gate over which he leant manifested no sympathising movement to the words; and I think that circumstance determined me to accept the invitation: I felt interested in a man who seemed more exaggeratedly reserved than myself. When he saw my horse's breast fairly pushing the barrier, he did put out his hand to u...
1801.--I have just returned from a visit to my landlord--the solitary neighbour that I shall be troubled with. This is certainly a beautiful country! In all England, I do not believe that I could have fixed on a situation so completely removed from the stir of society. A perfect misanthropist's heaven: and Mr. Hea...
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CoTaEval Dataset

CoTaEval Dataset is used to evaluate the feasibility and the side effects of copyright takedown methods for language models. The dataset has two domains: News and Books. For News, it has three subsets: news_for_unlearning (for unlearning use), news_infringement(for infringement evaluation), and news_utility (for utility evaluation); For Books, it has two subsets: books_infringement (for infringement evaluation), books_utility (for utility evaluation). The structure of the dataset is shown below:

  • CoTaEval
    • News
      • news_for_unlearning
        • forget_set (1k rows)
        • retain_set (1k rows)
      • news_infringement
        • blocklisted (1k rows)
      • news_utility
        • blocklisted (500 rows)
        • in_domain (500 rows)
    • Books
      • books_infringement
        • blocklisted (500 rows)
      • books_utility
        • blocklisted (500 rows, here we only use first 200 rows for utility evaluation)
        • in_domain (200 rows)

Usage

For infringement test (take news as an example):

from datasets import load_dataset

dataset = load_dataset("boyiwei/CoTaEval", "news_infringement", split="blocklisted")

We use prompt_autocomplete as hint to prompt the model, and compute 8 infringement metrics between the generated content and gt_autocomplete.

For utility test (take news as an example):

from datasets import load_dataset

dataset = load_dataset("boyiwei/CoTaEval", "news_utility", split="blocklisted") # use split="in_domain" for in-domain utility test

For news, we use question to prompt the model, and compute the F1 score between the generated content and answer. For books, we ask the model to summarize the books chapter and compte the ROUGE score between the generated content and summary.

For unlearning (please refer to TOFU for more details)

from datasets import load_dataset

dataset = load_dataset("boyiwei/CoTaEval", "news_for_unlearning", split="forget_set") # use split="retain_set" to get retain set
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