BOLT Chinese Discussion Forum Parallel Training Data

Item Name: BOLT Chinese Discussion Forum Parallel Training Data
Author(s): Zhiyi Song, Jennifer Garland, Christopher Walker, Stephanie Strassel
LDC Catalog No.: LDC2017T05
ISBN: 1-58563-791-2
Release Date: March 17, 2017
Member Year(s): 2017
DCMI Type(s): Text
Data Source(s): discussion forum
Project(s): BOLT
Application(s): machine translation
Language(s): Mandarin Chinese, English, Chinese
Language ID(s): cmn, eng, zho
License(s): LDC User Agreement for Non-Members
Online Documentation: LDC2017T05 Documents
Licensing Instructions: Subscription & Standard Members, and Non-Members
Citation: Song, Zhiyi, et al. BOLT Chinese Discussion Forum Parallel Training Data LDC2017T05. Web Download. Philadelphia: Linguistic Data Consortium, 2017.

Introduction

BOLT Chinese Discussion Forum Parallel Training Data was developed by the Linguistic Data Consortium (LDC) and consists of 1,876,799 tokens of Chinese discussion forum data collected for the DARPA BOLT program along with their corresponding English translations.

The BOLT (Broad Operational Language Translation) program developed machine translation and information retrieval for less formal genres, focusing particularly on user-generated content. LDC supported the BOLT program by collecting informal data sources -- discussion forums, text messaging and chat -- in Chinese, Egyptian Arabic and English. The collected data was translated and annotated for various tasks including word alignment, treebanking, propbanking and co-reference.

Data

The source data in this release consists of discussion forum threads harvested from the Internet by LDC using a combination of manual and automatic processes. The full source data collection is released as BOLT Chinese Discussion Forums (LDC2016T05). Word-aligned and tagged data is released as BOLT Chinese-English Word Alignment and Tagging - Discussion Forum Training (LDC2016T19).

Data was manually selected for translation according to several criteria, including linguistic features and topic features. The files were then segmented into sentence units, formatted into a human-readable translation format and assigned to translation vendors. Translators followed LDC's BOLT translation guidelines. Bilingual LDC staff performed quality control procedures on the completed translations.

All data are presented as UTF-8. The following table shows the data volume of this package:

Source Lang Genre Files Source Tokens Target Tokens
Chinese Discussion Forum 1,541 1,876,779 1,557,873

Acknowledgement

This material is based upon work supported by the Defense Advanced Research Projects Agency (DARPA) under Contract No. HR0011-11-C-0145. The content does not necessarily reflect the position or the policy of the Government, and no official endorsement should be inferred.

Samples

Please view this Chinese sample and English sample.

Updates

None at this time.

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