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br-a01 | The Fulton County Grand Jury said Friday an investigation of Atlanta 's recent primary election produced `` no evidence '' that any irregularities took place . | <NONE> | <NONE> | [
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br-a01 | The jury further said in term end presentments that the City Executive Committee , which had over-all charge of the election , `` deserves the praise and thanks of the City of Atlanta '' for the manner in which the election was conducted . | <NONE> | <NONE> | [
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br-a01 | The September October term jury had been charged by Fulton Superior Court Judge Durwood Pye to investigate reports of possible `` irregularities '' in the hard-fought primary which was won by Mayor-nominate Ivan Allen Jr. . | <NONE> | <NONE> | [
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br-a01 | `` Only a relative handful of such reports was received '' , the jury said , `` considering the widespread interest in the election , the number of voters and the size of this city '' . | <NONE> | <NONE> | [
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br-a01 | The jury said it did find that many of Georgia 's registration and election laws `` are outmoded or inadequate and often ambiguous '' . | <NONE> | <NONE> | [
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br-a01 | It recommended that Fulton legislators act `` to have these laws studied and revised to the end of modernizing and improving them '' . | <NONE> | <NONE> | [
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br-a01 | The grand jury commented on a number of other topics , among them the Atlanta and Fulton County purchasing departments which it said `` are well operated and follow generally accepted practices which inure to the best interest of both governments '' . | <NONE> | <NONE> | [
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br-a01 | However , the jury said it believes `` these two offices should be combined to achieve greater efficiency and reduce the cost of administration '' . | <NONE> | <NONE> | [
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br-a01 | The City Purchasing Department , the jury said , `` is lacking in experienced clerical personnel as a result of city personnel policies '' . | <NONE> | <NONE> | [
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br-a01 | It urged that the next Legislature `` provide enabling funds and re-set the effective date so that an orderly implementation of the law may be effected '' . | <NONE> | <NONE> | [
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br-a01 | The grand jury took a swipe at the State Welfare Department 's handling of federal funds granted for child welfare services in foster homes . | <NONE> | <NONE> | [
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br-a01 | The jurors said they realize `` a proportionate distribution of these funds might disable this program in our less populous counties '' . | <NONE> | <NONE> | [
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br-a01 | Nevertheless , `` we feel that in the future Fulton County should receive some portion of these available funds '' , the jurors said . | <NONE> | <NONE> | [
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br-a01 | `` Failure to do this will continue to place a disproportionate burden '' on Fulton taxpayers . | <NONE> | <NONE> | [
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br-a01 | The jury also commented on the Fulton ordinary 's court which has been under fire for its practices in the appointment of appraisers , guardians and administrators and the awarding of fees and compensation . | <NONE> | <NONE> | [
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br-a01 | The jury said it found the court `` has incorporated into its operating procedures the recommendations '' of two previous grand juries , the Atlanta Bar Association and an interim citizens committee . | <NONE> | <NONE> | [
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br-a01 | `` These actions should serve to protect in fact and in effect the court 's wards from undue costs and its appointed and elected servants from unmeritorious criticisms '' , the jury said . | <NONE> | <NONE> | [
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br-a01 | Regarding Atlanta 's new million dollar airport , the jury recommended `` that when the new management takes charge Jan. 1 the airport be operated in a manner that will eliminate political influences '' . | <NONE> | <NONE> | [
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br-a01 | Four additional deputies be employed at the Fulton County Jail and `` a doctor , medical intern or extern be employed for night and weekend duty at the jail '' . | <NONE> | <NONE> | [
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br-a01 | His petition charged mental cruelty . | <NONE> | <NONE> | [
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br-a01 | They have a son , William Berry Jr. , and a daughter , Mrs. J. M. Cheshire of Griffin . | <NONE> | <NONE> | [
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br-a01 | It listed his wife 's age as 74 and place of birth as Opelika , Ala. . | <NONE> | <NONE> | [
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br-a01 | The petition said that the couple has not lived together as man and wife for more than a year . | <NONE> | <NONE> | [
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br-a01 | The Hartsfield home is at 637 E. Pelham Rd. NE . | <NONE> | <NONE> | [
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br-a01 | Henry L. Bowden was listed on the petition as the mayor 's attorney . | <NONE> | <NONE> | [
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br-a01 | Hartsfield has been mayor of Atlanta , with exception of one brief interlude , since 1937 . | <NONE> | <NONE> | [
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br-a01 | His political career goes back to his election to city council in 1923 . | <NONE> | <NONE> | [
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br-a01 | The mayor 's present term of office expires Jan. 1 . | <NONE> | <NONE> | [
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br-a01 | He will be succeeded by Ivan Allen Jr. , who became a candidate in the Sept. 13 primary after Mayor Hartsfield announced that he would not run for reelection . | <NONE> | <NONE> | [
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br-a01 | Georgia Republicans are getting strong encouragement to enter a candidate in the 1962 governor 's race , a top official said Wednesday . | <NONE> | <NONE> | [
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br-a01 | The largest hurdle the Republicans would have to face is a state law which says that before making a first race , one of two alternative courses must be taken: | <NONE> | <NONE> | [
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br-a01 | Sam Caldwell , State Highway Department public relations director , resigned Tuesday to work for Lt. Gov. Garland Byrd 's campaign . | <NONE> | <NONE> | [
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br-a01 | When the gubernatorial campaign starts , Caldwell is expected to become a campaign coordinator for Byrd . | <NONE> | <NONE> | [
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br-a01 | The Georgia Legislature will wind up its 1961 session Monday and head for home - where some of the highway bond money it approved will follow shortly . | <NONE> | <NONE> | [
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br-a01 | Before adjournment Monday afternoon , the Senate is expected to approve a study of the number of legislators allotted to rural and urban areas to determine what adjustments should be made . | <NONE> | <NONE> | [
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br-a01 | Gov. Vandiver is expected to make the traditional visit to both chambers as they work toward adjournment . | <NONE> | <NONE> | [
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br-a01 | Vandiver likely will mention the $ 100 million highway bond issue approved earlier in the session as his first priority item . | <NONE> | <NONE> | [
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br-a01 | Meanwhile , it was learned the State Highway Department is very near being ready to issue the first $ 30 million worth of highway reconstruction bonds . | <NONE> | <NONE> | [
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br-a01 | The bond issue will go to the state courts for a friendly test suit to test the validity of the act , and then the sales will begin and contracts let for repair work on some of Georgia 's most heavily traveled highways . | <NONE> | <NONE> | [
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br-a01 | A Highway Department source said there also is a plan there to issue some $ 3 million to $ 4 million worth of Rural Roads Authority bonds for rural road construction work . | <NONE> | <NONE> | [
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br-a01 | The department apparently intends to make the Rural Roads Authority a revolving fund under which new bonds would be issued every time a portion of the old ones are paid off by tax authorities . | <NONE> | <NONE> | [
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br-a01 | Vandiver opened his race for governor in 1958 with a battle in the Legislature against the issuance of $ 50 million worth of additional rural roads bonds proposed by then Gov. Marvin Griffin . | <NONE> | <NONE> | [
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br-a01 | Schley County Rep. B. D. Pelham will offer a resolution Monday in the House to rescind the body 's action of Friday in voting itself a $ 10 per day increase in expense allowances . | <NONE> | <NONE> | [
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br-a01 | Pelham pointed out that Georgia voters last November rejected a constitutional amendment to allow legislators to vote on pay raises for future Legislature sessions . | <NONE> | <NONE> | [
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br-a01 | Ordinary Carey Williams , armed with a pistol , stood by at the polls to insure order . | <NONE> | <NONE> | [
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End of preview. Expand
in Dataset Viewer.
Word Sense Disambiguation for FLUE
Dataset Summary
This dataset is splitted in 3 sub-datasets: FrenchSemEval-Task12, French WNGT and an automatic translation of SemCor.
Supported Tasks and Leaderboards
Word Sense Disambiguation for French.
Language
French
Licensing Information
GNU Lesser General Public License
Citation Information
@inproceedings{vial-etal-2019-sense,
title = "Sense Vocabulary Compression through the Semantic Knowledge of {W}ord{N}et for Neural Word Sense Disambiguation",
author = {Vial, Lo{\"\i}c and
Lecouteux, Benjamin and
Schwab, Didier},
booktitle = "Proceedings of the 10th Global Wordnet Conference",
month = jul,
year = "2019",
address = "Wroclaw, Poland",
publisher = "Global Wordnet Association",
url = "https://aclanthology.org/2019.gwc-1.14",
pages = "108--117",
abstract = "In this article, we tackle the issue of the limited quantity of manually sense annotated corpora for the task of word sense disambiguation, by exploiting the semantic relationships between senses such as synonymy, hypernymy and hyponymy, in order to compress the sense vocabulary of Princeton WordNet, and thus reduce the number of different sense tags that must be observed to disambiguate all words of the lexical database. We propose two different methods that greatly reduce the size of neural WSD models, with the benefit of improving their coverage without additional training data, and without impacting their precision. In addition to our methods, we present a WSD system which relies on pre-trained BERT word vectors in order to achieve results that significantly outperforms the state of the art on all WSD evaluation tasks.",
}
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