A More Perfect Union: A National Citizenship Plan

A More Perfect Union: A National Citizenship Plan sets forth the resources, activities, and partnerships that would be required to naturalize as many eligible immigrants as possible. It calls for a national mobilization in support of citizenship, identifying the roles of government, immigrant service agencies, and other sectors of society in a coordinated plan. It describes a program that could serve as a linchpin of an emerging U.S. immigrant integration strategy.Access the complete report via the download link below. An executive summary and individual chapters may be downloaded at http://www.cliniclegal.org/DNP/citzplan.html

Understanding Word Embedding Stability Across Languages and Applications

Despite the recent popularity of word embedding methods, there is only a small body of work exploring the limitations of these representations. In this thesis, we consider several aspects of embedding spaces, including their stability. First, we propose a definition of stability, and show that common English word embeddings are surprisingly unstable. We explore how properties of data, words, and algorithms relate to instability. We extend this work to approximately 100 world languages, considering how linguistic typology relates to stability. Additionally, we consider contextualized output embedding spaces. Using paraphrases, we explore properties and assumptions of BERT, a popular embedding algorithm. Second, we consider how stability and other word embedding properties affect tasks where embeddings are commonly used. We consider both word embeddings used as features in downstream applications and corpus-centered applications, where embeddings are used to study characteristics of language and individual writers. In addition to stability, we also consider other word embedding properties, specifically batching and curriculum learning, and how methodological choices made for these properties affect downstream tasks. Finally, we consider how knowledge of stability affects how we use word embeddings. Throughout this thesis, we discuss strategies to mitigate instability and provide analyses highlighting the strengths and weaknesses of word embeddings in different scenarios and languages. We show areas where more work is needed to improve embeddings, and we show where embeddings are already a strong tool.PHDComputer Science & EngineeringUniversity of Michigan, Horace H. Rackham School of Graduate Studieshttp://deepblue.lib.umich.edu/bitstream/2027.42/162917/1/lburdick_1.pd

The Path to Integration: Meeting the Special Needs of Refugee Elders in Resettlement

Refugee elders in resettlement represent a small but very vulnerable population. Regardless of age, vitality, or employability, elders play a critical role in upholding a family strength and stability through the difficult period of forced migration. Yet, most resettlement countries provide few services to elders beyond those given to the whole family in the forms of housing, income support, and health care. The lack of elder-specific services may be the result of limited resettlement numbers, inadequate resources, or unfamiliarity with elders’ unique needs. This article discusses the many common needs and challenges of refugee elders through a literature review and follows with recommendations for interventions and integration activities. The authors suggest that skillful needs assessment and creative program design can help to restore elders’ dignity and vitality, thereby strengthening the family unit. The article is based on the authors’ experiences as technical assistance advisers to over 130 private and public refugee elder programs in the United States from 1997 to 2000.Dans le contexte de la réinstallation, les personnes âgées parmi les réfugiés constituent un segment de la population qui est petit, mais extrêmement vulnérable. Cependant, quels que soient leur âge, leur niveau de vitalité ou d’employabilité, les personnes du troisième âge ont un rôle essentiel à jouer pour la préservation de la vigueur et de la stabilité de la famille pendant la période difficile de migration forcée. En dépit de cela, la plupart des pays de réinstallation fournissent très peu de services aux personnes âgées en dehors de ce qui est fourni aux autres membres de la famille pour le logement, le soutien du revenu et les soins de santé. L’absence de services spécifiquement axés vers les personnes âgées pourrait s’expliquer par des nombres insuffisants pour la réinstallation, des ressources inadéquates ou le manque de familiarité avec les besoins spécifiques des personnes âgées. Cet article examine les nombreux besoins qui sont communs à toutes les personnes âgées réfugiées, ainsi que les défis qui les confrontent toutes également, en passant en revue la littérature afférente, et continue en formulant des recommandations pour des interventions et des activités visant à promouvoir l’intégration. Les auteurs soutiennent que l’habileté dans l’évaluation des besoins, alliée à de la créativité dans l’élaboration des programmes, peuvent aider à redonner aux personnes âgées dignité et vitalité, contribuant ainsi à renforcer la cellule familiale. Cet article est basé sur l’expérience amassée par les auteurs au cours de leur travail comme Conseillers techniques au sein de plus de 130 programmes pour les personnes âgées réfugiées aux États Unis pendant la période allant de 1997 à l’an 2000

Using Paraphrases to Study Properties of Contextual Embeddings

We use paraphrases as a unique source of data to analyze contextualized embeddings, with a particular focus on BERT. Because paraphrases naturally encode consistent word and phrase semantics, they provide a unique lens for investigating properties of embeddings. Using the Paraphrase Database's alignments, we study words within paraphrases as well as phrase representations. We find that contextual embeddings effectively handle polysemous words, but give synonyms surprisingly different representations in many cases. We confirm previous findings that BERT is sensitive to word order, but find slightly different patterns than prior work in terms of the level of contextualization across BERT's layers.Comment: Published at NAACL 202

Identifying Visible Actions in Lifestyle Vlogs

We consider the task of identifying human actions visible in online videos. We focus on the widely spread genre of lifestyle vlogs, which consist of videos of people performing actions while verbally describing them. Our goal is to identify if actions mentioned in the speech description of a video are visually present. We construct a dataset with crowdsourced manual annotations of visible actions, and introduce a multimodal algorithm that leverages information derived from visual and linguistic clues to automatically infer which actions are visible in a video. We demonstrate that our multimodal algorithm outperforms algorithms based only on one modality at a time.Comment: Accepted at ACL 201

Analyzing Connections Between User Attributes, Images, and Text

This work explores the relationship between a person’s demographic/ psychological traits (e.g., gender, personality) and selfidentity images and captions. We use a dataset of images and captions provided by N = 1,350 individuals, and we automatically extract features from both the images and captions. We identify several visual and textual properties that show reliable relationships with individual differences between participants. The automated techniques presented here allow us to draw interesting conclusions from our data that would be difficult to identify manually, and these techniques are extensible to other large datasets. We believe that our work on the relationship between user characteristics and user data has relevance in online settings, where users upload billions of images each day (Meeker M, 2014. Internet trends 2014–Code conference. Retrieved May 28, 2014)

Psychotropic medication use and cognition in institutionalized older adults with mild to moderate dementia

Background: Most studies examining psychotropic medication use on cognition in older persons with dementia include measures of global cognitive function. The present study examined the relationship between different types of psychotropic medication and specific cognitive functions in older people with dementia. Methods: Two hundred and six institutionalized older adults with dementia (180 women, mean age 85 years) were administered neuropsychological tests. Psychotropic medication use was extracted from their medical status and categorized as: sedatives, antidepressants and antipsychotics. Results: Analysis of covariance revealed that psychotropic consumers, and particularly those who used antipsychotics, performed worse on neuropsychological tests of executive/attentional functioning than non-consumers. There were no differences between consumers of other classes of psychotropic drugs and non-consumers. The number of psychotropic drugs used was inversely related to executive/attentional functioning. Conclusions: These findings show that in institutionalized older adults with dementia, specific impairment of cognitive function, i.e. executive/attentional impairments, are associated with antipsychotic medication use. Future longitudinal studies are recommended. © 2009 International Psychogeriatric Association

Organic electrode coatings for next-generation neural interfaces

Traditional neuronal interfaces utilize metallic electrodes which in recent years have reached a plateau in terms of the ability to provide safe stimulation at high resolution or rather with high densities of microelectrodes with improved spatial selectivity. To achieve higher resolution it has become clear that reducing the size of electrodes is required to enable higher electrode counts from the implant device. The limitations of interfacing electrodes including low charge injection limits, mechanical mismatch and foreign body response can be addressed through the use of organic electrode coatings which typically provide a softer, more roughened surface to enable both improved charge transfer and lower mechanical mismatch with neural tissue. Coating electrodes with conductive polymers or carbon nanotubes offers a substantial increase in charge transfer area compared to conventional platinum electrodes. These organic conductors provide safe electrical stimulation of tissue while avoiding undesirable chemical reactions and cell damage. However, the mechanical properties of conductive polymers are not ideal, as they are quite brittle. Hydrogel polymers present a versatile coating option for electrodes as they can be chemically modified to provide a soft and conductive scaffold. However, the in vivo chronic inflammatory response of these conductive hydrogels remains unknown. A more recent approach proposes tissue engineering the electrode interface through the use of encapsulated neurons within hydrogel coatings. This approach may provide a method for activating tissue at the cellular scale, however, several technological challenges must be addressed to demonstrate feasibility of this innovative idea. The review focuses on the various organic coatings which have been investigated to improve neural interface electrodes

Space Science Opportunities Augmented by Exploration Telepresence

Since the end of the Apollo missions to the lunar surface in December 1972, humanity has exclusively conducted scientific studies on distant planetary surfaces using teleprogrammed robots. Operations and science return for all of these missions are constrained by two issues related to the great distances between terrestrial scientists and their exploration targets: high communication latencies and limited data bandwidth. Despite the proven successes of in-situ science being conducted using teleprogrammed robotic assets such as Spirit, Opportunity, and Curiosity rovers on the surface of Mars, future planetary field research may substantially overcome latency and bandwidth constraints by employing a variety of alternative strategies that could involve: 1) placing scientists/astronauts directly on planetary surfaces, as was done in the Apollo era; 2) developing fully autonomous robotic systems capable of conducting in-situ field science research; or 3) teleoperation of robotic assets by humans sufficiently proximal to the exploration targets to drastically reduce latencies and significantly increase bandwidth, thereby achieving effective human telepresence. This third strategy has been the focus of experts in telerobotics, telepresence, planetary science, and human spaceflight during two workshops held from October 3–7, 2016, and July 7–13, 2017, at the Keck Institute for Space Studies (KISS). Based on findings from these workshops, this document describes the conceptual and practical foundations of low-latency telepresence (LLT), opportunities for using derivative approaches for scientific exploration of planetary surfaces, and circumstances under which employing telepresence would be especially productive for planetary science. An important finding of these workshops is the conclusion that there has been limited study of the advantages of planetary science via LLT. A major recommendation from these workshops is that space agencies such as NASA should substantially increase science return with greater investments in this promising strategy for human conduct at distant exploration sites