Resultados de búsqueda - Language development.

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  1. AI in qualitative research: Using large language models to code survey responses in native languages por Singh, Tushar, Kumar, Himangshu

    Publicado 2025
    “…Food systems research - and more generally, policy and development research -often relies on structured surveys, administrative data, or experiments. …”
    Enlace del recurso
    Blog Post
  2. Longa: An automated speech recognition tool for Bantu languages por Mganga, Nelson, Jones-Garcia, Eliot, Monsalue, Andrea Gardeazabal, Koo, Jawoo

    Publicado 2023
    “…Key results from the collaboration include a series of design principles iteratively and col laboratively developed to reflect the common values and goals of FRI and the CGIAR, a proof of concept for Longa, building on open-source models and open access corpora, to be shared with the developer community upon completion of the final tool, a 10% improvement upon the state-of-the art automatic speech recognition in Luganda radio-speech performance and accuracy, some im provement in performance with audio enhancement processes using real-world data, and proof that fine-tuning is an effective approach to expanding Longa to new languages. …”
    Enlace del recurso
    Informe técnico
  3. Large-scale behavior-change initiative for infant and young child feeding advanced language and motor development in a cluster-randomized program evaluation in Bangladesh por Frongillo, Edward A., Nguyen, Phuong Hong, Saha, Kuntal K., Sanghvi, Tina, Afsana, Kaosar, Haque, Raisul, Baker, Jean, Ruel, Marie T., Rawat, Rahul, Menon, Purnima

    Publicado 2017
    “…The differences observed corresponded to age- and sex-adjusted effect sizes of 0.35 for language and 0.23 for gross motor development. Developmental advancement at 6–23.9 mo was partially explained through improved minimum dietary diversity and the consumption of iron-rich food. …”
    Enlace del recurso
    Journal Article
  4. From listeners to changemakers: Transforming sheep fattening through native-language radio programs and knowledge networks por Ekule, Muluken, Wamatu, Jane, Abiso, Tesfaye

    Publicado 2024
    “…Broadcasting in the native language ensures easy understanding, overcomes language barriers, and enhances the relevance and impact of communication…”
    Enlace del recurso
    Blog Post
  5. Real-time media analysis using large language model (LLM) for the top 5 prioritized pests and diseases por Kim, Soonho, Song, Xingyi, Park, Boyeong, Ko, Daeun, Liu, Yanyan

    Publicado 2024
    “…This report presents a comprehensive overview of the real-time media analysis system developed to assess risks associated with the top five prioritized pests and diseases affecting crops. …”
    Enlace del recurso
    Informe técnico
  6. Enhancing agronomic advisory in East Africa through integration of domain- Adapted Large Language Models (LLMs) and existing data-driven frameworks. por Tilaye, A.

    Publicado 2025
    “…The general objective of this study is develop domain-adapted large language models (LLMs) that integrate heterogeneous agronomic inputs with existing data-driven frameworks, and evaluate their performance, and cross-regional adaptability for delivering accurate and context-aware agro-advisories. …”
    Enlace del recurso
    Tesis
  7. The Amazon Biome in Messages: Topic Explorer por Ruscica, Giosue, Carneiro, Bia

    Publicado 2025
    “…Future research will refine the analysis and develop comparative models across languages.…”
    Enlace del recurso
    Website
  8. Can we trust large language models to summarize food policy research papers and generate research briefs? por Kim, MinAh, Koo, Jawoo, Jung, Yunchul

    Publicado 2023
    “…Generative large language models (LLMs), while widely accessible and capable of simulating policy recommendations, pose challenges in the assessment of their accuracy. …”
    Enlace del recurso
    Artículo preliminar

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