Соңына дейінгі тәсілдер

AbstractThe use of explicit object detectors as an intermediate step to image captioning – which used to constitute an essential stage in early work – is often bypassed in the …...

AbstractFor automatic speech translation (AST), end-to-end approaches are outperformed by cascaded models that transcribe with automatic speech recognition (ASR), then trans- late with machine translation (MT). A major cause of …...

AbstractIn many settings it is important for one to be able to understand why a model made a particular prediction. In NLP this often entails extracting snippets of an input …...

AbstractEnd-to-end approaches for sequence tasks are becoming increasingly popular. Yet for complex sequence tasks, like speech translation, systems that cascade several models trained on sub-tasks have shown to be superior, …...