Entity Embeddings Analysis Sample Clauses

Entity Embeddings Analysis. The results of Table 2 suggest that graph-based entity embeddings yield bet- ter performance compared to context only entity embeddings. To analyze why graph-based entity embeddings are beneficial for entity retrieval models, we con- duct a set of experiments and investigate properties of embeddings with and without the graph structure. According to the cluster hypothesis [14], documents relevant to the same query should cluster together. We consider the embeddings as data-points to be clustered and compare the resulting clusters in several ways. First, we compute the Davies Bouldin index [5] and the Silhouette index [24], which are: 3.16 and
View SourceView Similar (4)

Related to Entity Embeddings Analysis

  • Investment Analysis and Implementation In carrying out its obligations under Section 1 hereof, the Advisor shall: (a) supervise all aspects of the operations of the Funds; (b) obtain and evaluate pertinent information about significant developments and economic, statistical and financial data, domestic, foreign or otherwise, whether affecting the economy generally or the Funds, and whether concerning the individual issuers whose securities are included in the assets of the Funds or the activities in which such issuers engage, or with respect to securities which the Advisor considers desirable for inclusion in the Funds' assets; (c) determine which issuers and securities shall be represented in the Funds' investment portfolios and regularly report thereon to the Board of Trustees; (d) formulate and implement continuing programs for the purchases and sales of the securities of such issuers and regularly report thereon to the Board of Trustees; and (e) take, on behalf of the Trust and the Funds, all actions which appear to the Trust and the Funds necessary to carry into effect such purchase and sale programs and supervisory functions as aforesaid, including but not limited to the placing of orders for the purchase and sale of securities for the Funds.

  • Quantitative Analysis Quantitative analysts develop and apply financial models designed to enable equity portfolio managers and fundamental analysts to screen potential and current investments, assess relative risk and enhance performance relative to benchmarks and peers. To the extent that such services are to be provided with respect to any Account which is a registered investment company, Categories 3, 4 and 5 above shall be treated as “investment advisory services” for purposes of Section 5(b) of the Agreement.”

  • Description of Vendor Entity and Vendor's Goods & Services If awarded, this description of Vendor and Vendor's goods and services will appear on the TIPS website for customer/public viewing.

  • Investment Analysis and Commentary The Subadviser will provide quarterly performance analysis and market commentary (the “Investment Report”) during the term of this Agreement. The Investment Reports are due within 10 days after the end of each quarter. In addition, interim Investment Reports shall be issued at such times as may be mutually agreed upon by the Adviser and Subadviser; provided however, that any such interim Investment Report will be due within 10 days of the end of the month in which such agreement is reached between the Adviser and Subadviser. The subject of each Investment Report shall be mutually agreed upon. The Adviser is freely able to publicly distribute the Investment Report.

  • SERVICE MONITORING, ANALYSES AND ORACLE SOFTWARE 11.1 We continuously monitor the Services to facilitate Oracle’s operation of the Services; to help resolve Your service requests; to detect and address threats to the functionality, security, integrity, and availability of the Services as well as any content, data, or applications in the Services; and to detect and address illegal acts or violations of the Acceptable Use Policy. Oracle monitoring tools do not collect or store any of Your Content residing in the Services, except as needed for such purposes. Oracle does not monitor, and does not address issues with, non-Oracle software provided by You or any of Your Users that is stored in, or run on or through, the Services. Information collected by Oracle monitoring tools (excluding Your Content) may also be used to assist in managing Oracle’s product and service portfolio, to help Oracle address deficiencies in its product and service offerings, and for license management purposes. 11.2 We may (i) compile statistical and other information related to the performance, operation and use of the Services, and (ii) use data from the Services in aggregated form for security and operations management, to create statistical analyses, and for research and development purposes (clauses i and ii are collectively referred to as “Service Analyses”). We may make Service Analyses publicly available; however, Service Analyses will not incorporate Your Content, Personal Data or Confidential Information in a form that could serve to identify You or any individual. We retain all intellectual property rights in Service Analyses. 11.3 We may provide You with the ability to obtain certain Oracle Software (as defined below) for use with the Services. If we provide Oracle Software to You and do not specify separate terms for such software, then such Oracle Software is provided as part of the Services and You have the non-exclusive, worldwide, limited right to use such Oracle Software, subject to the terms of this Agreement and Your order (except for separately licensed elements of the Oracle Software, which separately licensed elements are governed by the applicable separate terms), solely to facilitate Your use of the Services. You may allow Your Users to use the Oracle Software for this purpose, and You are responsible for their compliance with the license terms. Your right to use any Oracle Software will terminate upon the earlier of our notice (by web posting or otherwise) or the end of the Services associated with the Oracle Software. Notwithstanding the foregoing, if Oracle Software is licensed to You under separate terms, then Your use of such software is governed by the separate terms. Your right to use any part of the Oracle Software that is licensed under the separate terms is not restricted in any way by this Agreement.