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Cross-Lingual Japanese-English Dataset
Data Science and Analytics
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About
This dataset provides a collection of parallel text data in English and Japanese, making it highly suitable for various natural language processing (NLP) tasks [1]. It includes aligned pairs of sentences in English and their corresponding translations in Japanese [1]. This resource is valuable for researchers and practitioners focused on developing and evaluating language models, multilingual applications, and cross-lingual analysis algorithms [1]. With a diverse range of sentence pairs, it facilitates the development of robust and accurate cross-lingual models [1].
Columns
The dataset contains two primary columns [2]:
- English: This column contains text in English [2]. It holds 419 unique values [2].
- Japan: This column contains text in Japanese [2]. It also holds 419 unique values [2].
Distribution
The dataset is structured as aligned pairs of sentences, with one column for English text and another for Japanese text [1, 2]. While the exact number of rows or records is not explicitly stated, both the English and Japanese text columns contain 419 unique values, suggesting a similar number of unique sentence pairs [2]. Data files are typically provided in CSV format [3].
Usage
This dataset is ideal for various applications and use cases, including [1, 4]:
- Machine Translation: Develop and benchmark machine translation models that can accurately translate between English and Japanese [4].
- Cross-Lingual Information Retrieval: Build systems that retrieve relevant documents or information across languages, such as using English queries to find Japanese documents, and vice versa [4].
- Sentiment Analysis: Train sentiment analysis models capable of understanding sentiment in both English and Japanese text, enabling sentiment analysis in a multilingual context [4].
Coverage
The dataset's geographic scope is global [5]. No specific time range or demographic scope is detailed in the available information.
License
CC0
Who Can Use It
This dataset is intended for [1]:
- Researchers: Those interested in advancing language models and cross-lingual analysis algorithms [1].
- Practitioners: Individuals focused on developing multilingual applications [1].
- Users working on tasks such as machine translation, cross-lingual information retrieval, and sentiment analysis between English and Japanese [4].
Dataset Name Suggestions
- English-Japanese Parallel Texts
- Multilingual NLP Resource
- Cross-Lingual Japanese-English Dataset
- Japanese-English Translation Corpus
Attributes
Original Data Source: JapaneseNLP
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