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Nara Institute of Science and Technology (NAIST)
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Reducing inter-utterance silence from 9.6 seconds to 0.3 seconds transforms the quality of real-time game commentary, making it feel more natural and engaging.
Syntactic NMT decoders don't have to be bottom-up: a top-down tree generation strategy can drastically improve translation of long, rare sequences.
Forget fine-tuning: Prompting MLLMs with a dynamic interval-based decoding strategy lets them generate surprisingly human-like, pause-aware real-time game commentary.
