Rethinking Human-like Translation Strategy: Integrating Drift-Diffusion Model with Large Language Models for Machine Translation.
Hongbin NaZimu WangMieradilijiang MaimaitiTong ChenWei WangTao ShenLing ChenPublished in: CoRR (2024)
Keyphrases
- language model
- machine translation
- diffusion model
- statistical machine translation
- language modeling
- translation model
- cross language information retrieval
- cross lingual
- machine translation system
- language independent
- target language
- probabilistic model
- n gram
- document retrieval
- retrieval model
- language resources
- speech recognition
- information extraction
- information diffusion
- natural language processing
- information retrieval
- anisotropic diffusion
- word alignment
- context sensitive
- query terms
- query expansion
- ad hoc information retrieval
- cross language retrieval
- parallel corpora
- source language
- parallel corpus
- query translation
- diffusion tensor
- relevance model
- multiword
- word level
- markov chain
- natural language
- search engine
- question answering
- document images
- pseudo relevance feedback
- machine learning
- text retrieval