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Applied AI research
A setting in which routers are trained on generated queries and answers produced from high-level task descriptions. (ACL)
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A community-driven, human-annotated LID benchmark for the web domain, covering 109 languages. (ACL)
A template-first benchmark that factorizes reasoning type and cultural aspect across question languages. (ACL)
A massive-scale benchmark for evaluating retrieval-augmented VQA across languages and modalities. (CVPR)
A novel cultural adversarial robustness suite designed to assess VLMs’ stability against perturbed geographical cues. (CVPR)
Learn how Spark executor tuning improves performance with fat, thin and optimal executors for efficient applications.
article | April 28, 2026 | 7 min read
article | April 23, 2026 | 3 min read
A DPO that targets the most problematic parts of an output by assigning different preference weights. (ICLR)
A framework for multivariate time series forecasting using tabular foundation models. (ICLR)
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