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Measuring scientific coherence between global neglected tropical disease research and population health indicators: a 25-year meta-research study [PDF]
Frontiers in Research Metrics and AnalyticsIntroductionDespite major investments in neglected tropical diseases (NTDs) research over the past two decades, it remains unclear whether global scientific production aligns with population-level health indicators.
David A. Hernandez-Paez +5 more
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Generative Spoken Dialogue Language Modeling
Transactions of the Association for Computational Linguistics, 2023 We introduce dGSLM, the first “textless” model able to generate audio samples of naturalistic spoken dialogues. It uses recent work on unsupervised spoken unit discovery coupled with a dual-tower transformer architecture with cross-attention trained on ...
Tu Anh Nguyen +10 more
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npj Computational Materials, 2023 Computational catalysis is playing an increasingly significant role in the design of catalysts across a wide range of applications. A common task for many computational methods is the need to accurately compute the adsorption energy for an adsorbate and ...
Janice Lan +8 more
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Frontiers in Signal Processing, 2022 Microphone arrays consisting of sensors mounted on the surface of a rigid, spherical scatterer are popular tools for the capture and binaural reproduction of spatial sound scenes.
Tim Lübeck +6 more
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DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon
Transactions of the Association for Computational Linguistics, 2022 Finding word boundaries in continuous speech is challenging as there is little or no equivalent of a ‘space’ delimiter between words. Popular Bayesian non-parametric models for text segmentation (Goldwater et al., 2006, 2009) use a Dirichlet process to ...
Robin Algayres +7 more
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Deep language algorithms predict semantic comprehension from brain activity
Scientific Reports, 2022 Deep language algorithms, like GPT-2, have demonstrated remarkable abilities to process text, and now constitute the backbone of automatic translation, summarization and dialogue.
Charlotte Caucheteux +2 more
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European Psychiatry, 2023 Introduction Large proportion of patients with ADHD experience sleep problems. Well conducted, good quality clinical research could identify non-pharmacological sleep improvement interventions that would benefit patients with ADHD and would inform ...
D. M. Skrzypiec, B. Helfer
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Systematic Reviews, 2023 Introduction Umbrella review is one of the terms used to describe an overview of systematic reviews. During the last years, a rapid increase in the number of umbrella reviews on epidemiological studies has been observed, but there is no systematic ...
Lazaros Belbasis +5 more
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BMJ Medicine, 2022 In this article, Lazaros Belbasis and colleagues explain the rationale for umbrella reviews and the key steps involved in conducting an umbrella review, using a working example.
John P A Ioannidis +2 more
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Journal of Translational Medicine, 2022 Background Stroke, an acute cerebrovascular event, is a leading cause of disability, placing a significant psycho-socioeconomic burden worldwide. The adaptation and reorganization process following any neuronal damage is regarded as neuroplasticity ...
Helia Mojtabavi +4 more
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