Bags of Words Sample Clauses

Bags of Words. In this thesis, the last model is using bags of words. Bags of words has performed well in multiclass classification[8]. Bags of words means that a text is represented as a bag of its words, or the set of its words, disregarding its word order present in the text. Therefore, in this thesis, bags of words is only used on Education and Work experience sections. In the first step, all resumes are truncated to texts including only texts from education and work experience sections. Then, out of 2025 resumes, the TF-IDF score for any word is calculated and it should work well in the method of BOW[17]. TF-IDF score is defined as term frequency-inverse document frequency and has the following mathematical formula: Frequency in this document* log(Total Number of documents/ docu- ment frequency) Here, term frequency means how many times a word present in one re- sume, and term frequency means how many documents contain such word. By using this method, ever resume can be represented by two vectors which represent all the words in education and work experience section. Since different resumes have different texts, the 100 most frequently used words are selected to represent the entries in the vector for both education and work experience vector. In other words, for education vector, the first entry represents the most frequent words among all resumes, the second entry represents the second most frequent words, and so on. For experience vector, it had the same algorithm. Therefore, after creating two vectors for each resume, we can replace the whole resume text information with these two vectors. Then, we can do further models as Logistic Regression, Random Forest and Gradient Boosting in Section 4.3 and more experiment details and results are listed in Section 5.2.
Sample 1

Related to Bags of Words

  • Place of Work Your normal place of work is at the Academy, or at any premises used from time to time by the Academy Trust Company, unless Your duties take You elsewhere. The Academy Trust Company reserves the right to require You to work at such other place or places as it may reasonably require from time to time subject to the provision of reasonable notice. You will not usually be required to work outside of the United Kingdom.

  • Posting of Work Schedules Work schedules shall be written in ink and posted and maintained in such a way as to provide every employee an opportunity to know her shift schedule for an advanced period of six (6) weeks.

  • Location of Work The Executive shall be based in the United States in West Orange, New Jersey. However, the Executive agrees to undertake whatever domestic and worldwide travel is required by the Company. The Executive shall not be required or permitted to relocate without the mutual, written consent of the Executive and the Company.

  • Work Orders If the Contract is for indefinite quantities of Services, as specified in the Signature Document, all Work will be performed in accordance with properly executed Work Orders.

  • CUTTING AND PATCHING OF WORK 4.14.1 The Contractor shall be responsible for all cutting, fitting or patching that may be required to complete the Work or to make its several parts fit together properly. 4.14.2 The Contractor shall not damage or endanger any portion of the Work or the work of the State or any separate contractors by cutting, patching or otherwise altering any work, or by excavation. The Contractor shall not cut or otherwise alter the work of the State or any separate contractor except with the written consent of the State and of such separate contractor. The Contractor shall not unreasonably withhold from the State or any separate contractor his consent to cutting or otherwise altering the Work.

  • Purchase Order and Sales Contact Email Please enter a valid email address that will definitely reach the Purchase Order and Sales Contact. xxxxxx@xxxxx-xxxxx.xxx Numbers only, no symbols or spaces (Ex. 8668398477). The system will auto-populate your entry with commas once submitted which is appropriate and expected (Ex. 8,668,398,477). 8476658447 Company Website (Format - xxx.xxxxxxx.xxx) xxxxx://xxxxx-xxxxx.xxx/ You must confirm that you are responding to this solicitation under your legal entity name. Go now to your Supplier Profile in this eBid System and confirm that your profile reflects your "Legal Name" as it is listed on your W9. In this question, please identify all of your entity's assumed names and D/B/A's. Please note that you will be identified publicly by the Legal Name under which you respond to this solicitation unless you organize otherwise with TIPS after award. Primary Address 00000 X Xxxxxxxxxx XX Primary Address City Grayslake Primary Address State (2 Digit Abbreviation) Illinois Primary Address Zip 60030 Please list all search words and phrases to be included in the TIPS database related to your entity. Do not list words which are not associated with the bid category/scope (See bid title for general scope). This will help users find you through the TIPS website search function. You may include product names, manufacturers, specialized services, and other words associated with the scope of this solicitation. Security Laminate, Laminate, Film, Security Film Does Vendor's parent company or majority owner:

  • Cessation and Resumption of Work 24.15.1 At the time employees cease work due to inclement weather the employer or the employers representative on site and the employee’s representative shall agree and note the time of cessation of work. 24.15.2 After the period of inclement weather has clearly ended the employees shall resume work and the time shall be similarly agreed and noted.

  • Work Order (s) means a detailed scope of work for a Service required by Transnet, including timeframes, Deliverable, Fees and costs for the supply of the Service to Transnet, which may be appended to this Agreement from time to time.

  • Stop Work Orders A. The JBE may, at any time, by Notice to Contractor, require Contractor to stop all or any part of the Services for a period up to ninety (90) days after the Notice is delivered to Contractor, and for any further period to which the parties may agree (“Stop Work Order”). The Stop Work Order shall be specifically identified as such and shall indicate it is issued under this provision. Upon receipt of the Stop Work Order, Contractor shall immediately comply with its terms and take all reasonable steps to minimize the incurrence of costs allocable to the Services covered by the Stop Work Order during the period of stoppage. Within ninety (90) days after a Stop Work Order is delivered to Contractor, or within any extension of that period to which the parties shall have agreed, the JBE shall either (i) cancel the Stop Work Order; or (ii) terminate the Services covered by the Stop Work Order as provided for in this Agreement. B. If a Stop Work Order issued under this provision is canceled or the period of the Stop Work Order or any extension thereof expires, Contractor shall resume the performance of Services. The JBE shall make an equitable adjustment in the delivery schedule, the Contract Amount, or both, and the Agreement shall be modified, in writing, accordingly, if: i. The Stop Work Order results in an increase in the time required for, or in Contractor’s cost properly allocable to the performance of any part of this Agreement; and ii. Contractor requests an equitable adjustment within thirty (30) days after the end of the period of stoppage; however, if the JBE decides the facts justify the action, the JBE may receive and act upon a proposal submitted at any time before final payment under this Agreement. C. The JBE shall not be liable to Contractor for loss of profits because of a Stop Work Order issued under this provision.

  • PLACE AND CONDITION OF WORK The City shall provide the Contractor access to the sites where the Contractor is to perform the services as required in order for the Contractor to perform the services in a timely and efficient manner, in accordance with and subject to the applicable security laws, rules, and regulations. The Contractor acknowledges that it has satisfied itself as to the nature of the City’s service requirements and specifications, the location and essential characteristics of the work sites, the quality and quantity of materials, equipment, labor and facilities necessary to perform the services, and any other condition or state of fact which could in any way affect performance of the Contractor’s obligations under the contract. The Contractor hereby releases and holds the City harmless from and against any liability or claim for damages of any kind or nature if the actual site or service conditions differ from expected conditions. The contractor shall, at all times, exercise reasonable precautions for the safety of their employees, City Staff, participants and others on or near the City’s facilities.

Most Referenced Clauses

Most Referenced Definitions