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We study how to apply large language models to write grounded and organized long-form articles from scratch, with comparable breadth and depth to Wikipedia pages. This underexplored problem poses new challenges at the pre-writing stage, including how to research the topic and prepare an outline prior to writing. We propose STORM, a writing system for the Synthesis of Topic Outlines through Retrieval and Multi-perspective Question Asking. STORM models the pre-writing stage by (1) discovering...
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Timor-Leste, in Southeast Asia, emerged from decades of conflict in the late 20th century to become an independent nation in 2002. A key focus for the new nation has been to improve energy access via the rapid roll-out of an electricity network. However, Timor-Leste has seen little improvement in its (predominantly subsistence) agricultural sector, and its food security situation remains precarious. This Perspective paper aims to elucidate the influence of Timor-Leste's improvements in...
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Gender indicators for Lao PDR
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Describes trade agreements this country is a party to. Includes resources where U.S. companies can get information on how to take advantage of these agreements.
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Greetings, if our institution opts for the Tier 3 plan for the ChatGPT API, allowing students to utilize our API, and the usage either surpasses or falls below the predefined limits of Tier 3, how does it influence the monthly pricing? To clarify, if usage exceeds the Tier 3 limits, will our monthly payment remain fixed at $1000, or will the pricing be adapted according to our actual usage? You can refer to the link provided for details on the tier plans: https://platform.openai.com/docs/guides/...
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Academic databases are a fundamental source for identifying relevant literature in a field of study. Scopus contains more than 90 million records and indexes around 12,000 documents per day. However, this context and the cumulative nature of science itself make it difficult to selectively identify information. In addition, academic database search tools are not very intuitive, and require an iterative and relatively slow process of searching and evaluation. In response to these...
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This paper reflects on the lived experiences of young refugees located in Pakistan and Rwanda when interacting with education technology (EdTech) during and following displacement. We offer a broad decolonial commentary on issues related to the design and development of EdTech initiatives for refugees, noting some of the historical trends prevalent in the education and emergencies sector. We are guided by questions such as: Why EdTech to start with? Who designs the products? Where are they...
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Automatic synthesis of RCTs
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Parenting practices play a crucial role in child development. We evaluate the impact of a free digital stress management and positive parenting intervention designed to improve caregiver’s mental health and positive caregiver–child interactions in El Salvador. Drawing on the prior success of in-person interventions, we study the effects of digital intervention delivery and examine differential treatment effects by caregiver’s sex. Using an individual-level experiment, we find that the...
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BEEP is a mobile learning initiative that aims to provide out-of-school youth and adults in Cambodia the opportunity to upgrade their skills while working and to enhance access to continuing education and employment opportunities.
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