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Hasso Plattner Institute Nianhui Guo, Hasso Plattner Institute, Institute, German University of Digital Science
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W4A4 quantization can yield up to 2.5x speedup on certain GPUs, but its effectiveness hinges on the hardware's compute balance.
Unified multimodal models can ace visual understanding and generation tasks, yet still fail to maintain basic semantic consistency between them.
Injecting emotion-aware features derived from a DistilBERT-expanded lexicon into a neural network boosts argumentative stance classification, outperforming even LLM-based methods on controversial topics.