Kaito Ariu

Model-Based Minimum Bayes Risk Decoding for Text Generation

2023 · arXiv (Cornell University)

Minimum Bayes Risk (MBR) decoding has been shown to be a powerful alternative to beam search decoding in a variety of text generation tasks. MBR decoding selects a hypothesis from a pool of hypotheses that …

Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding

2024 · arXiv (Cornell University)

Minimum Bayes-Risk (MBR) decoding is shown to be a powerful alternative to beam search decoding for a wide range of text generation tasks. However, MBR requires a huge amount of time for inference to compute …