Datasets:
File size: 3,029 Bytes
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---
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
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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
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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:
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dtype: string
- name: en
dtype: string
splits:
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- 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}
}
``` |