Translation model training method, translation method, apparatus, device, and storage medium

An electronic device, comprising:

• at least one processor;
• and
• a memory communicatively connected to the at least one processor,
• wherein the memory stores an instruction executable by the at least one processor, and the instruction is executed by the at least one processor to cause the at least one processor to execute:
• processing a sample document, to obtain an RST discourse structure tree in a dependency form of the sample document, a side in the RST discourse structure tree in the dependency form indicating an RST relationship in a discourse of the sample document;
• determining an attention mechanism of a translation model to be trained, based on the RST relationship in the RST discourse structure tree in the dependency form;
• and
• inputting the RST discourse structure tree in the dependency form and the sample document into the translation model to be trained for training, to obtain a trained translation model.

A non-transitory computer-readable storage medium storing a computer instruction, wherein the computer instruction is used to cause a computer to execute:

• processing a sample document, to obtain an RST discourse structure tree in a dependency form of the sample document, a side in the RST discourse structure tree in the dependency form indicating an RST relationship in a discourse of the sample document;
• determining an attention mechanism of a translation model to be trained, based on the RST relationship in the RST discourse structure tree in the dependency form;
• and
• inputting the RST discourse structure tree in the dependency form and the sample document into the translation model to be trained fir training, to obtain a trained translation model.