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Optimizing a portfolio of agri-environmental investments ...
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“Institution” and “institute”: tendency to the “false substitution” of concepts ...
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Delving Deeper into Cross-lingual Visual Question Answering ...
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Abstract:
Visual question answering (VQA) is one of the crucial vision-and-language tasks. Yet, the bulk of research until recently has focused only on the English language due to the lack of appropriate evaluation resources. Previous work on cross-lingual VQA has reported poor zero-shot transfer performance of current multilingual multimodal Transformers and large gaps to monolingual performance, attributed mostly to misalignment of text embeddings between the source and target languages, without providing any additional deeper analyses. In this work, we delve deeper and address different aspects of cross-lingual VQA holistically, aiming to understand the impact of input data, fine-tuning and evaluation regimes, and interactions between the two modalities in cross-lingual setups. 1) We tackle low transfer performance via novel methods that substantially reduce the gap to monolingual English performance, yielding +10 accuracy points over existing transfer methods. 2) We study and dissect cross-lingual VQA across ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2202.07630 https://dx.doi.org/10.48550/arxiv.2202.07630
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Testing the interface hypothesis: the acquisition of English indirect questions by L1 speakers of Omani Arabic
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In: Heliyon (2022)
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Geschichte der Brille : Verfahren der Herstellung von Brillenfassungen aus Celluloseacetat : Terminologiearbeit im Sprachpaar Italienisch – Deutsch, Deutsch – Italienisch
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Kloster, Iryna [Verfasser]. - Mainz : Universitätsbibliothek der Johannes Gutenberg-Universität Mainz, 2021
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DNB Subject Category Language
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Combating Temporal Drift in Crisis with Adapted Embeddings ...
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The concept of security in the integration processes of the European union countries ...
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The concept of security in the integration processes of the European union countries ...
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Ideas Challenge 2020/2021 : WikiData Integration with Repository Contents ...
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Ideas Challenge 2020/2021 : WikiData Integration with Repository Contents ...
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Annotation Curricula to Implicitly Train Non-Expert Annotators ...
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Lesia Ukrainka in the Global Information Space: Case-Study of the Audio Guide Creation for the Lesia Ukrainka Museum ...
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Lesia Ukrainka in the Global Information Space: Case-Study of the Audio Guide Creation for the Lesia Ukrainka Museum ...
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Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation ...
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TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning ...
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The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes ...
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Investigating label suggestions for opinion mining in German Covid-19 social media ...
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