|
--- |
|
dataset_info: |
|
- config_name: cs-en |
|
features: |
|
- name: translation |
|
struct: |
|
- name: cs |
|
dtype: string |
|
- name: en |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 3432181 |
|
num_examples: 12076 |
|
- name: validation |
|
num_bytes: 318813 |
|
num_examples: 1002 |
|
download_size: 0 |
|
dataset_size: 3750994 |
|
- config_name: de-en |
|
features: |
|
- name: translation |
|
struct: |
|
- name: de |
|
dtype: string |
|
- name: en |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 4108729 |
|
num_examples: 14211 |
|
- name: validation |
|
num_bytes: 329855 |
|
num_examples: 1002 |
|
download_size: 0 |
|
dataset_size: 4438584 |
|
- config_name: is-en |
|
features: |
|
- name: translation |
|
struct: |
|
- name: is |
|
dtype: string |
|
- name: en |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 554190 |
|
num_examples: 2009 |
|
download_size: 0 |
|
dataset_size: 554190 |
|
- config_name: ru-en |
|
features: |
|
- name: translation |
|
struct: |
|
- name: ru |
|
dtype: string |
|
- name: en |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 5427552 |
|
num_examples: 15000 |
|
- name: validation |
|
num_bytes: 442271 |
|
num_examples: 1002 |
|
download_size: 0 |
|
dataset_size: 5869823 |
|
- config_name: zh-en |
|
features: |
|
- name: translation |
|
struct: |
|
- name: zh |
|
dtype: string |
|
- name: en |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 4700299 |
|
num_examples: 15406 |
|
- name: validation |
|
num_bytes: 285969 |
|
num_examples: 1002 |
|
download_size: 0 |
|
dataset_size: 4986268 |
|
configs: |
|
- config_name: cs-en |
|
data_files: |
|
- split: train |
|
path: cs-en/train-* |
|
- split: validation |
|
path: cs-en/validation-* |
|
- config_name: de-en |
|
data_files: |
|
- split: train |
|
path: de-en/train-* |
|
- split: validation |
|
path: de-en/validation-* |
|
- config_name: is-en |
|
data_files: |
|
- split: train |
|
path: is-en/train-* |
|
- config_name: ru-en |
|
data_files: |
|
- split: train |
|
path: ru-en/train-* |
|
- split: validation |
|
path: ru-en/validation-* |
|
- config_name: zh-en |
|
data_files: |
|
- split: train |
|
path: zh-en/train-* |
|
- split: validation |
|
path: zh-en/validation-* |
|
--- |
|
# Dataset Card for "ALMA-Human-Parallel" |
|
|
|
This is human-written parallel dataset used by [ALMA](https://arxiv.org/abs/2309.11674) translation models. |
|
|
|
``` |
|
@misc{xu2023paradigm, |
|
title={A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models}, |
|
author={Haoran Xu and Young Jin Kim and Amr Sharaf and Hany Hassan Awadalla}, |
|
year={2023}, |
|
eprint={2309.11674}, |
|
archivePrefix={arXiv}, |
|
primaryClass={cs.CL} |
|
} |
|
``` |
|
|
|
``` |
|
@misc{xu2024contrastive, |
|
title={Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation}, |
|
author={Haoran Xu and Amr Sharaf and Yunmo Chen and Weiting Tan and Lingfeng Shen and Benjamin Van Durme and Kenton Murray and Young Jin Kim}, |
|
year={2024}, |
|
eprint={2401.08417}, |
|
archivePrefix={arXiv}, |
|
primaryClass={cs.CL} |
|
} |
|
``` |
