E2E-IIMT

The code for EMNLP 2023 paper "In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model".

https://aclanthology.org/2023.findings-emnlp.1004/

./example

An example of our end-to-end IIMT model, include training and evaluating. If you want to replicate our work, please refer to it.

./build_image

Code for building IIMT datasets (Section 3 in our paper).

./dataset

An example of dataset constructed by newstest-2014.

./ITS

Code for converting image to pixel sequence (Section 4.2 in our paper).

./STI

Code for converting pixel sequence to image (Section 4.3 in our paper).

./scripts

Bash scripts for training and decoding with fairseq (https://github.com/pytorch/fairseq).