Generating Diverse Back-Translations via Constraint Random Decoding. 5. Algorithm 1 Evolution decoding algorithm. Input: Beam search decoding sequence DB, beam ...

Request PDF | Generating Diverse Back-Translations via Constraint Random Decoding | Back-translation has been proven to be an effective data augmentation ...

Generating Diverse Back-Translations via Constraint Random Decoding · 来自 ... Generating Diverse Translations via Weighted Fine-tuning and Hypotheses ...

Experiment results show that our method generates diverse translations without a severe drop in trans- lation quality. Experiments also show that back- ...

Experiment results show that our method generates diverse translations without a severe drop in translation quality. Experiments also show that back-translation ...

Jan 10, 2024 · In this paper, we develop a diverse decoding method by extending Minimum Bayes Risk (MBR) decoding Goel and Byrne (2000); Kumar and Byrne (2002, ...

... Translation -- Generating Diverse Back-translations via Constraint Random Decoding -- Machine Translation Evaluation Technical Report for CCMT' 2021 ...

Jul 15, 2022 · Diverse NMT aims at generating multiple di- verse yet faithful translations given a source sentence. In this paper, we investigate a com-.

Generating Diverse Back-Translations via Constraint Random Decoding. Abstract. Back-translation has been proven to be an effective data augmentation method ...

Dec 11, 2023 · The estimation of future constraint satisfaction, accomplished using LLMs, guides the text generation process. ... diverse tasks with specific ...