Long Short-Term Memory Networks Sample Clauses

Long Short-Term Memory Networks. Long Short-Term Memory (LSTM) networks are a specific type of Recurrent Neural Networks (RNN), designed for long-term dependencies. RNN is an artificial neural network with nodes connected along a temporal sequence. Thus RNN nodes can retain information from previous nodes, thus capturing sequential information. LSTM networks are a specific type of RNN where cells are gated to control the flow of information. As humans read languages in a timely manner, it seems only natural to consider sequential information in NLP tasks. As a result, applications of LSTM in NLP tasks have exhibited great successes.
Sample 1
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Long Short-Term Memory Networks. ‌ Long Short-Term Memory (LSTM) Networks are also widely used for text classification [42, 43]. In particular, we choose Bidirectional LSTM (BLSTM) [42, 44] for automatic personality prediction because this BLSTM has access to both past and future contextual information while unidirectional LSTM only has access to the past information. The BLSTM introduces a second layer to unidirectional LSTM networks such that the network contains two sub-networks flowing forward and backward respectively. Compared with CNN models, LSTM models take longer to train but can encode some contextual information. Because our input sequences are long, LSTM models are not able to encode the long-term information efficiently neither and we therefore need attention mechanism.
Sample 1

Related to Long Short-Term Memory Networks

  • Short Term Paid Leaves The parties agree that the issue of Short Term Paid Leaves had been addressed at the Central Table and the provisions shall remain status quo to provisions in current local collective agreements. For clarity, any leave of absence in the 2008-12 Collective Agreement, that utilizes deduction from sick leave, for reasons other than personal illness shall be granted without loss of salary or deduction from sick leave, to a maximum of five (5) days per school year. Local collective agreements that have more than (5) days shall be limited to five (5) days. These days shall not be used for the purpose of sick leave nor shall they be accumulated from year-to-year. Such provisions shall not be subject to local bargaining or mid-term amendments between local parties. Notwithstanding this stipulation, local collective agreement terms will need to align with the terms above.

  • Short Term Leaves Short Term Leaves are designed to allow Teachers who have to apply for short term personal leaves of absence not otherwise covered by this Collective Agreement.

  • Short Term Leave Members who are LTD trustees and Union stewards or designates may apply in writing to the Employer for short term leaves of absence for; attendance at union conventions, union courses, and union committees. The employee will give reasonable notice, which will be at least seven (7) days. The Employer will make every reasonable effort to accommodate such leave, and shall grant it subject to the ability to maintain the operational needs of the department. With the exception of members of the Union's executive, the employer is not required to grant more than twenty (20) days LOA per calendar year under this provision.

  • Short Term Disability Plan The administration of the Short Term Disability Plan and the payment of benefits under this Plan shall be handled by the Company.

  • Short Term Disability The Employer agrees to provide Short Term Disability benefits to all active full-time employees from the first (1st) day of an accident or the first (1st) full-time day of hospitalized or the fourth (4th) day of sickness. The Plan will pay sixty-six and two thirds percent (66 2/3%) of basic earnings for the first two (2) weeks, then Unemployment Insurance will pay fifteen (15) weeks, then the Plan will resume payments for thirty-five (35 weeks).

  • Short-Term Incentive Compensation In addition to the foregoing Base Salary, the Executive shall be eligible during the Term to receive cash short-term incentive compensation, determined and payable in the discretion of the Compensation Committee of the Board. At least annually, the Compensation Committee shall consider awarding short-term incentive compensation to the Executive.

  • DISADVANTAGED BUSINESS ENTERPRISE OR HISTORICALLY UNDERUTILIZED BUSINESS REQUIREMENTS The Engineer agrees to comply with the requirements set forth in Attachment H, Disadvantaged Business Enterprise or Historically Underutilized Business Subcontracting Plan Requirements with an assigned goal or a zero goal, as determined by the State.

  • Long Term Leave Unpaid long-term leaves for personal reasons, in excess of ten (10) days, may be granted.

  • Long-Term Debt Unsecured notes payable to Department of Budget and Finance of the State of Hawaii and assigned by the Department to the indenture trustee for the payment of amounts owing to the holders of special purpose revenue bonds and refunding special purpose revenue bonds (subsidiary obligations unconditionally guaranteed by HECO): HECO, 6.50%, series 2009, due 2039 $ 90,000 HELCO, 6.50%, series 2009, due 2039 60,000 HECO, 4.65%, series 2007A, due 2037 100,000 HELCO, 4.65%, series 2007A, due 2037 20,000 MECO, 4.65%, series 2007A, due 2037 20,000 * HECO, 5.65%, series 1997A, due 2027 50,000 * HELCO, 5.65%, series 1997A, due 2027 30,000 * MECO, 5.65%, series 1997A, due 2027 20,000 HECO, 4.60%, refunding series 2007B, due 2026 62,000 HELCO, 4.60%, refunding series 2007B, due 2026 8,000 MECO, 4.60%, refunding series 2007B, due 2026 55,000 HECO, 4.80%, refunding series 2005A, due 2025 40,000 HELCO, 4.80%, refunding series 2005A, due 2025 5,000 MECO, 4.80%, refunding series 2005A, due 2025 2,000 * HECO, 5.00%, refunding series 2003B, due 2022 40,000 * HELCO, 5.00%, refunding series 2003B, due 2022 12,000 * HELCO, 4.75%, refunding series 2003A, due 2020 14,000 HELCO, 5.50%, refunding series 1999A, due 2014 11,400 Total obligations to the State of Hawaii 639,400 SCHEDULE 5.15 (to Note Purchase and Guaranty Agreement) Other long-term debt – unsecured: HECO, 5.39%, series 2012E, unsecured senior note, due 20426.50 %, series 2004, junior subordinated deferrable interest debentures, due 2034HECO, 4.53%, series 2012F, unsecured senior note, due 2032HECO, 4.72%, series 2012D, unsecured senior note, due 2029HECO, 4.55%, series 2012C, unsecured senior note, due 2023HELCO, 4.55%, series 2012B, unsecured senior note, due 2023MECO, 4.55%, series 2012C, unsecured senior note, due 2023HECO, 4.03%, series 2012B, unsecured senior note, due 2020MECO, 4.03%, series 2012B, unsecured senior note, due 2020HECO, 3.79%, series 2012A, unsecured senior note, due 2018HELCO, 3.79%, series 2012A, unsecured senior note, due 2018MECO, 3.79%, series 2012A, unsecured senior note, due 2018 150,00051,54640,00035,00050,00020,00030,00062,00020,00030,00011,0009,000 Total long-term debt 1,147,946 Customer Deposits Deposits are used to secure customers' accounts HECO $ 13,614 HELCO 3,853 MECO 4,409 Total customer deposits 21,876 * set to be refinanced/redeemed with the proceeds of the sale of Notes issued under (1) this Note Purchase Agreement, (2) the separate Note Purchase and Guaranty Agreements of HELCO and MECO, and/or (3) from available funds. Conditional notices of redemption have been given with respect to all three series of the bonds to be redeemed. STATUS UNDER CERTAIN STATUTES Federal Power Act Hawaiian Electric Company, Inc., Hawaii Electric Light Company, Inc. and Maui Electric Company, Limited are not generally subject to regulation by the Federal Energy Regulatory Commission (FERC) under the Federal Power Act, except that they are subject to the provisions of Section 210 under which FERC may order the utility to interconnect with qualifying cogenerators and small power producers and to wheel power to other electric utilities. Public Utility Holding Company Act of 2005 Hawaiian Electric Company, Inc. is a holding company within the meaning of the Public Utility Holding Company Act of 2005 and would be subject to the record retention, accounting and reporting requirements of that Act except that it obtained a waiver from those requirements shortly after the Act was adopted. (to Note Purchase and Guaranty Agreement) EXISTING LIENS Debtor Secured Party Jurisdiction UCC File Number UCC File Date Collateral Description* Hawaiian Electric Company, Inc. Hitachi Credit America Corp (as assignee of Xxxxxx Xxxxxxxxx Hawaii Funding Corp.) Hawaii 2001-180919 11/19/2001 All money due and coming due under a 2001 task order with a U.S. Navy agency for an energy efficiency project—remaining balance $1.1 million Hawaiian Electric Company, Inc. X.X. Xxxxxx Leasing, Inc. (assignment)PHNSY – ECPs 1 & 3) Hawaii 2004-085035 04/29/2004 Assignment or partial assignment from Hitachi of foregoing financing arrangement Hawaiian Electric Company, Inc. Hitachi Credit America Corp. Hawaii 2006-185362 10/10/2006 Continuation Statement of 2001-180919 continued for additional period provided by applicable law Hawaiian Electric Company, Inc. X.X. Xxxxxx Leasing Inc. Hawaii 2006-192912 10/23/2006 Continuation Statement of 2001-180919 continued for additional period provided by applicable law Hawaiian Electric Company, Inc. X.X. Xxxxxx Leasing Inc. Hawaii 2011-138648 08/30/2011 Continuation Statement of 2001-180919 continued for additional period provided by applicable law Hawaiian Electric Company, Inc. Hitachi Credit America Corp. Hawaii 2011-194210 11/18/2011 Continuation Statement of 2001-180919 continued for additional period provided by applicable law SCHEDULE 10.3 (to Note Purchase and Guaranty Agreement) Hawaiian Electric Company, Inc. Xxxxxx Xxxxxxxxx Federal Government Receivables Trust (as assignee of Xxxxxx Xxxxxxxxx DSM Funding LLC) – XXXX KOA) Hawaii 2005-094089 05/11/2005 All money due and to become due under a 2004 delivery order from a U.S. Navy ordering agency relating to an energy efficiency project—remaining balance, $253,000 Hawaiian Electric Company, Inc. Xxxxxx Xxxxxxxxx Federal Government Receivables Trust Hawaii 2010-047285 04/08/2010 Continuation Statement of 2005-094089 continued for additional period provided by applicable law RESTRICTIVE AGREEMENTS The following restrictions and conditions exist on October 3, 2013:

  • Short Term Upon written request from the Executive Director of AFSCME Council 75 to DAS Labor Relations Unit and the Agency’s Human Resource Manager, up to four (4) Presidents/designees from AFSCME Council 75 Central Table participating Agencies shall be given release time from his/her position for a period of time up to three (3) months for the performance of Union duties related to the collective bargaining relationship. Only one (1) employee from a bargaining unit and a total of four (4) employees from all Central Table participating bargaining units may be on such leave at any one (1) period in time. Such requests will be granted unless the affected Agency can demonstrate that the employee’s absence would adversely impact the operating needs of the employee’s work unit. If granted, such time may also be taken on an intermittent basis. AFSCME shall, within thirty (30) days of payment to the employee, reimburse the State for payment of appropriate salary, benefits, paid leave time, pension, and all other employer-related costs. Where this reimbursement is expressly prohibited by law or funding source, the employee shall be granted a leave of absence but the Employer will not be responsible for continuing to pay the employee’s salary and benefits.

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