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Neural Article Pair Modeling for Wikipedia Sub-article Matching? Muhao Chen1, Changping Meng2, Gang Huang3, and Carlo Zaniolo1 1 University of California, Los Angeles, CA, USA fmuhaochen, [email protected] 2 Purdue University, West Lafayette, IN, USA [email protected] 3 Google, Mountain View, CA, USA [email protected] Abstract. Nowadays, editors tend to separate different subtopics of a long Wiki- pedia article into multiple sub-articles. This separation seeks to improve human readability. However, it also has a deleterious effect on many Wikipedia-based tasks that rely on the article-as-concept assumption, which requires each entity (or concept) to be described solely by one article. This underlying assumption significantly simplifies knowledge representation and extraction, and it is vi- tal to many existing technologies such as automated knowledge base construc- tion, cross-lingual knowledge alignment, semantic search and data lineage of Wikipedia entities. In this paper we provide an approach to match the scattered sub-articles back to their corresponding main-articles, with the intent of facilitat- ing automated Wikipedia curation and processing. The proposed model adopts a hierarchical learning structure that combines multiple variants of neural docu- ment pair encoders with a comprehensive set of explicit features. A large crowd- sourced dataset is created to support the evaluation and feature extraction for the task. Based on the large dataset, the proposed model achieves promising results of cross-validation and significantly outperforms previous approaches. Large-scale serving on the entire English Wikipedia also proves the practicability and scala- bility of the proposed model by effectively extracting a vast collection of newly paired main and sub-articles. -
Panama Country Report BTI 2018
BTI 2018 Country Report Panama This report is part of the Bertelsmann Stiftung’s Transformation Index (BTI) 2018. It covers the period from February 1, 2015 to January 31, 2017. The BTI assesses the transformation toward democracy and a market economy as well as the quality of political management in 129 countries. More on the BTI at http://www.bti-project.org. Please cite as follows: Bertelsmann Stiftung, BTI 2018 Country Report — Panama. Gütersloh: Bertelsmann Stiftung, 2018. This work is licensed under a Creative Commons Attribution 4.0 International License. Contact Bertelsmann Stiftung Carl-Bertelsmann-Strasse 256 33111 Gütersloh Germany Sabine Donner Phone +49 5241 81 81501 [email protected] Hauke Hartmann Phone +49 5241 81 81389 [email protected] Robert Schwarz Phone +49 5241 81 81402 [email protected] Sabine Steinkamp Phone +49 5241 81 81507 [email protected] BTI 2018 | Panama 3 Key Indicators Population M 4.0 HDI 0.788 GDP p.c., PPP $ 23015 Pop. growth1 % p.a. 1.6 HDI rank of 188 60 Gini Index 51.0 Life expectancy years 77.8 UN Education Index 0.708 Poverty3 % 7.0 Urban population % 66.9 Gender inequality2 0.457 Aid per capita $ 2.2 Sources (as of October 2017): The World Bank, World Development Indicators 2017 | UNDP, Human Development Report 2016. Footnotes: (1) Average annual growth rate. (2) Gender Inequality Index (GII). (3) Percentage of population living on less than $3.20 a day at 2011 international prices. Executive Summary The election and the beginning of the mandate of Juan Carlos Varela in July 2014 meant a return to political normality for the country, which had experienced a previous government under President Martinelli (2009-2014) characterized by a high perception of corruption and authoritarian tendencies in governance. -
Panama 2019 Human Rights Report
PANAMA 2019 HUMAN RIGHTS REPORT EXECUTIVE SUMMARY Panama is a multiparty constitutional democracy. In May voters chose Laurentino Cortizo Cohen as president in national elections that international and domestic observers considered generally free and fair. The country has no military forces. The Panama National Police (PNP) is principally responsible for internal law enforcement and public order, while additional security forces are responsible for border control and aero naval security. Civilian authorities maintained effective control over the security forces. Significant human rights issues included: harsh prison conditions; restrictions on free expression, the press, and the internet, including through censorship and criminal libel lawsuits; and forced child labor. The law provides criminal penalties for corruption by officials, but the government generally did not implement the law effectively. Section 1. Respect for the Integrity of the Person, Including Freedom from: a. Arbitrary Deprivation of Life and Other Unlawful or Politically Motivated Killings There were no reports the government or its agents committed arbitrary or unlawful killings. b. Disappearance There were no reports of disappearances by or on behalf of government authorities. c. Torture and Other Cruel, Inhuman, or Degrading Treatment or Punishment The constitution prohibits such practices, and there were no reports that government officials employed them. Prison and Detention Center Conditions PANAMA 2 Prison conditions remained harsh, primarily due to overcrowding, a shortage of prison guards, and inadequate medical services and sanitary conditions. Physical Conditions: As of September the prison system, with an intended capacity of 14,946 inmates, held 17,360 prisoners. Pretrial detainees shared cells with convicted prisoners due to space constraints. -
United Nations Development Programme Project Title
ƑPROJECT INDICATOR 10 United Nations Development Programme Project title: “Towards the transboundary Integrated Water Resource Management (IWRM) of the Sixaola River Basin shared by Costa Rica and Panama”. PIMS ID: 6373 Country(ies): Implementing Partner (GEF Execution Modality: NGO Executing Entity): Implementation Costa Rica Organisation for Tropical Studies (OET) Contributing Outcome (UNDAF/CPD, RPD, GPD): Output 1.4.1 Solutions scaled up for sustainable management of natural resources, including sustainable commodities and green and inclusive value chains UNDP Social and Environmental Screening UNDP Gender Marker: 2 Category: High risk Atlas Award ID: 00118025 Atlas Project/Output ID: 00115066 UNDP-GEF PIMS ID number: 6373 GEF Project ID number: 10172 LPAC meeting date: Latest possible date to submit to GEF: 13 December 2020 Latest possible CEO endorsement date: 13 June 2021 Planned start dat 07/2021 Planned end date: 07/2025 Expected date of posting of Mid-Term Expected date of posting Terminal evaluation Review to ERC: 30 November 2022. report to ERC: 30 September 2024 Brief project description: This project seeks to create long-term conditions for an improved shared river basin governance, with timely information for the Integrated Water Resources Management in the Sixaola River Binational Basin between Costa Rica and Panama, and will contribute to reducing agrochemical pollution and the risks associated with periodic flooding in the basin. The project will allocate GEF resources strategically to (i) develop a participatory process to generate an integrated diagnosis on the current situation of the binational basin (i.e. 1 Transboundary Diagnostic Analysis - TDA) and a formal binding instrument adopted by both countries (i.e. -
1407234* A/HRC/27/52/Add.1
United Nations A/HRC/27/52/Add.1 General Assembly Distr.: General 3 July 2014 English Original: Spanish Human Rights Council Twenty-seventh session Agenda item 3 Promotion and protection of all human rights, civil, political, economic, social and cultural rights, including the right to development Report of the Special Rapporteur on the rights of indigenous peoples, James Anaya Addendum The status of indigenous peoples’ rights in Panama* Summary This report examines the human rights situation of indigenous peoples in Panama on the basis of information gathered by the Special Rapporteur during his visit to the country from 19 to 26 July 2013 and independent research. Panama has an advanced legal framework for the promotion of the rights of indigenous peoples. In particular, the system of indigenous regions (comarcas) provides considerable protection for indigenous rights, especially in terms of land and territory, participation and self-governance, and health and education. National laws and programmes on indigenous affairs provide a vital foundation on which to continue building upon and strengthening the rights of indigenous peoples in Panama. However, the Special Rapporteur notes that this foundation is fragile and unstable in many regards. As discussed in this report, there are a number of problems with regard to the enforcement and protection of the rights of indigenous peoples in Panama, particularly with regard to their right to their lands and natural resources, the implementation of large- scale investment projects, self-governance, participation and their economic and social rights, including the rights to economic development, education and health. In the light of the findings set out in this report, the Special Rapporteur makes specific recommendations to the Government of Panama. -
Forest Governance by Indigenous and Tribal Peoples
Forest governance by indigenous and tribal peoples An opportunity for climate action in Latin America and the Caribbean Forest governance by indigenous and tribal peoples An opportunity for climate action in Latin America and the Caribbean Food and Agriculture Organization of the United Nations (FAO) Santiago, 2021 FAO and FILAC. 2021. Forest governance by indigenous and or services. The use of the FAO logo is not permitted. tribal peoples. An opportunity for climate action in Latin If the work is adapted, then it must be licensed under America and the Caribbean. Santiago. FAO. the same or equivalent Creative Commons license. If a https://doi.org/10.4060/cb2953en translation of this work is created, it must include the following disclaimer along with the required citation: The designations employed and the presentation of “This translation was not created by the Food and material in this information product do not imply the Agriculture Organization of the United Nations (FAO). expression of any opinion whatsoever on the part of FAO is not responsible for the content or accuracy of the Food and Agriculture Organization of the United this translation. The original English edition shall be the Nations (FAO) or Fund for the Development of the authoritative edition.” Indigenous Peoples of Latina America and the Caribbean (FILAC) concerning the legal or development status of Any mediation relating to disputes arising under the any country, territory, city or area or of its authorities, or licence shall be conducted in accordance with the concerning the delimitation of its frontiers or boundaries. Arbitration Rules of the United Nations Commission on The mention of specific companies or products of International Trade Law (UNCITRAL) as at present in force. -
Panama: Land Administration Project (Loan No
Report No. 56565-PA Investigation Report Panama: Land Administration Project (Loan No. 7045-PAN) September 16, 2010 About the Panel The Inspection Panel was created in September 1993 by the Board of Executive Directors of the World Bank to serve as an independent mechanism to ensure accountability in Bank operations with respect to its policies and procedures. The Inspection Panel is an instrument for groups of two or more private citizens who believe that they or their interests have been or could be harmed by Bank-financed activities to present their concerns through a Request for Inspection. In short, the Panel provides a link between the Bank and the people who are likely to be affected by the projects it finances. Members of the Panel are selected “on the basis of their ability to deal thoroughly and fairly with the request brought to them, their integrity and their independence from the Bank’s Management, and their exposure to developmental issues and to living conditions in developing countries.”1 The three-member Panel is empowered, subject to Board approval, to investigate problems that are alleged to have arisen as a result of the Bank having failed to comply with its own operating policies and procedures. Processing Requests After the Panel receives a Request for Inspection it is processed as follows: • The Panel decides whether the Request is prima facie not barred from Panel consideration. • The Panel registers the Request—a purely administrative procedure. • The Panel sends the Request to Bank Management, which has 21 working days to respond to the allegations of the Requesters. -
Tip of the Iceberg: Religious Extremist Funders Against Human Rights for Sexuality and Reproductive Health in Europe 2009 - 2018
TIP OF THE ICEBERG Religious Extremist Funders against Human Rights for Sexuality and Reproductive Health in Europe 2009 - 2018 TIP OF THE ICEBERG Religious Extremist Funders against Human Rights for Sexuality and Reproductive Health in Europe 2009 – 2018 ISBN: 978 2 93102920 6 Tip of the Iceberg: Religious Extremist Funders against Human Rights for Sexuality and Reproductive Health in Europe 2009 - 2018 Written by Neil Datta, Secretary of the European Parliamentary Forum for Sexual and Reproductive Rights. Brussels, June 2021 Copyright © EPF 2021 All Rights Reserved. The contents of this document cannot be reproduced without prior permission of the author. EPF is a network of members of parliaments from across Europe who are committed to protecting the sexual and reproductive health of the world’s most vulnerable people, both at home and overseas. We believe that women should always have the right to decide upon the number of children they wish to have, and should never be denied the education or other means to achieve this that they are entitled to. Find out more on epfweb.org and by following @EPF_SRR on Twitter. 2 TIP OF THE ICEBERG Religious Extremist Funders against Human Rights for Sexuality and Reproductive Health in Europe 2009 – 2018 Tip of the Iceberg is the first attempt understand the anti-gender mobilisation in Europe through the perspective of their funding base. This report assembles financial data covering a ten year period of over 50 anti-gender actors operating in Europe. It then takes a deeper look at how religious extremists generate this funding to roll back human rights in sexuality and reproduction. -
Fish Community Assessment of the Bonyic and Teribe Rivers Within the Naso-Teribe Territory Bocas Del Toro, Panama: Possible Implications of Bonyic Dam
SIT Graduate Institute/SIT Study Abroad SIT Digital Collections Independent Study Project (ISP) Collection SIT Study Abroad Spring 2017 Fish community assessment of the Bonyic and Teribe Rivers within the Naso-Teribe territory Bocas Del Toro, Panama: Possible implications of Bonyic Dam. Shaylyn Austin SIT Study Abroad Follow this and additional works at: https://digitalcollections.sit.edu/isp_collection Part of the Aquaculture and Fisheries Commons, Biodiversity Commons, Environmental Health Commons, Latin American Studies Commons, and the Terrestrial and Aquatic Ecology Commons Recommended Citation Austin, Shaylyn, "Fish community assessment of the Bonyic and Teribe Rivers within the Naso-Teribe territory Bocas Del Toro, Panama: Possible implications of Bonyic Dam." (2017). Independent Study Project (ISP) Collection. 2560. https://digitalcollections.sit.edu/isp_collection/2560 This Unpublished Paper is brought to you for free and open access by the SIT Study Abroad at SIT Digital Collections. It has been accepted for inclusion in Independent Study Project (ISP) Collection by an authorized administrator of SIT Digital Collections. For more information, please contact [email protected]. Fish community assessment of the Bonyic and Teribe Rivers within the Naso-Teribe territory Bocas Del Toro, Panama: Possible implications of Bonyic Dam. Shaylyn Austin University of Michigan School for International Training: Panama, Spring 2017 1 I. Abstract In the Changuinola/Teribe watershed of Bocas Del Toro, Panama, changes to the fluvial system due to the recently constructed Bonyic Dam have implications connected to the biodiversity of a UNESCO Biosphere Reserve and the livelihoods of thousands of people of the Naso-Teribe indigenous group. This study investigated the composition of fish communities in 6 study sites in 3 different areas in relation to the Bonyic Dam. -
Gay Happiness Monitor --- Results Overview from a Global Survey on Perceived Gay-Related Public Opinion and Gay Well-Being
RESULTS OVERVIEW FROM A GLOBAL SURVEY ON PERCEIVED GAY-RELATED PUBLIC OPINION AND GAY WELL-BEING 2015 PLEASE CITE AS: Richard Lemke, Tobias Tornow & PlanetRomeo.com (2015). Gay Happiness Monitor --- Results overview from a global survey on perceived gay-related public opinion and gay well-being. Mainz: Johannes Gutenberg University. Copyright: Reproduction is authorised, provided the source is acknowledged. IMPRINT Contact: Richard Lemke, Department of Communication (Institut für Publizistik), Johannes Gutenberg University (JGU) Mainz, 55099 Germany, [email protected]. Research Team at JGU Mainz: Richard Lemke, Tobias Tornow, Simon Merz, Franziska Schneider Data in this report is the result of a survey study that has been conducted by the aforementioned in collaboration with PlanetRomeo.com. Layout and Visualizations: Tanja Ebner Images, Figures and Tables: Except where otherwise specified, all images, figures and tables in this report are created by the authors and can be reproduced, provided the source is acknowledged (see citation above). All third party images that have been used in this report are marked as such and are either public domain or released under creative commons CC BY-ND 2.0, CC BY-NC-SA 2.0 or CC BY-SA 2.0 license (If copyright claims still exist, please contact the authors). Disclaimer: Although data analysis has been done with multiple steps of double-checking, this version of the report might still contain calculation errors. JGU Mainz cannot be responsible for any damages resulting from potential statistical errors in this report. CONTENT INTRODUCTION ................................................................................................... 2 METHODOLOGY OVERVIEW ............................................................................. 6 PERCEIVED GAY-RELATED PUBLIC OPINION ................................................. 9 LIFE SATISFACTION ........................................................................................ -
University of Florida Thesis Or Dissertation Formatting Template
INDIGENOUS MOBILIZATION, INSTITUTIONALIZATION AND RESISTANCE: THE NGOBE MOVEMENT FOR POLITICAL AUTONOMY IN WESTERN PANAMA By OSVALDO JORDAN-RAMOS A DISSERTATION PRESENTED TO THE GRADUATE SCHOOL OF THE UNIVERSITY OF FLORIDA IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY UNIVERSITY OF FLORIDA 2010 1 © 2010 Osvaldo Jordan Ramos 2 A mi madre Cristina por todos sus sacrificios y su dedicacion para que yo pudiera terminar este doctorado A todos los abuelos y abuelas del pueblo de La Chorrera, Que me perdonen por todo el tiempo que no pude pasar con ustedes. Quiero que sepan que siempre los tuve muy presentes en mi corazón, Y que fueron sus enseñanzas las que me llevaron a viajar a tierras tan lejanas, Teniendo la dignidad y el coraje para luchar por los más necesitados. Y por eso siempre seguiré cantando con ustedes, Aje Vicente, toca la caja y llama a la gente, Aje Vicente, toca la caja y llama a la gente, Aje Vicente, toca la caja y llama la gente. Toca el tambor, llama a la gente, Toca la caja, llama a la gente, Toca el acordeón, llama a la gente... 3 ACKNOWLEDGMENTS I want to recognize the great dedication and guidance of my advisor, Philip Williams, since the first moment that I communicated to him my decision to pursue doctoral studies at the University of Florida. Without his encouragement, I would have never been able to complete this dissertation. I also want to recognize the four members of my dissertation committee: Ido Oren, Margareth Kohn, Katrina Schwartz, and Anthony Oliver-Smith. -
UCLA UCLA Electronic Theses and Dissertations
UCLA UCLA Electronic Theses and Dissertations Title Multi-relational Representation Learning and Knowledge Acquisition Permalink https://escholarship.org/uc/item/373677v6 Author Chen, Muhao Publication Date 2019 Peer reviewed|Thesis/dissertation eScholarship.org Powered by the California Digital Library University of California UNIVERSITY OF CALIFORNIA Los Angeles Multi-relational Representation Learning and Knowledge Acquisition A dissertation submitted in partial satisfaction of the requirements for the degree Doctor of Philosophy in Computer Science by Muhao Chen 2019 c Copyright by Muhao Chen 2019 ABSTRACT OF THE DISSERTATION Multi-relational Representation Learning and Knowledge Acquisition by Muhao Chen Doctor of Philosophy in Computer Science University of California, Los Angeles, 2019 Professor Carlo Zaniolo, Chair Multi-relational representation learning methods encode entities or concepts of a knowledge graph in a continuous and low-dimensional vector space, where the relational inferences of entities (con- cepts) are modeled as some simple vector algebras. Despite such knowledge representations being crucial to a wide range of knowledge-driven applications, state-of-the-art methods are limited to learning embeddings for simple relation facts in a single knowledge graph. In this dissertation, we pursue the goal of comprehensively capturing the multifaceted relational knowledge in various types of knowledge bases, and towards that we contribute on three fronts: (i) we introduce the first multi-relational representation learning framework that learns to transfer embeddings across multiple knowledge bases; (ii) we propose techniques for preserving relational facts with complex properties in the embedding space, including those enforce relational properties, form hierarchies, or endowed uncertainty; (iii) we investigate large-scale relational learning based on other modali- ties of data, with the aim of acquiring knowledge to enrich the knowledge bases.