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pub-company:icon2009 [2009/10/22 16:55]
stranak
pub-company:icon2009 [2009/10/22 22:14]
zeman After cleaning.
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 ===== Data ===== ===== Data =====
 +
  
 ==== IIIT Tides ==== ==== IIIT Tides ====
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 A dataset originally collected for the DARPA-TIDES surprise-language contest in 2002, later refined at IIIT Hyderabad and provided for the NLP Tools Contest at ICON 2008. For availability, enquire at the IIIT (http://ltrc.iiit.ac.in/). If you have the data, make sure that you have the same number of sentences and tokens. The Hindi side has been provided in two encodings, WX romanization and UTF-8. Although they should be equivalent, we always work with UTF-8. A dataset originally collected for the DARPA-TIDES surprise-language contest in 2002, later refined at IIIT Hyderabad and provided for the NLP Tools Contest at ICON 2008. For availability, enquire at the IIIT (http://ltrc.iiit.ac.in/). If you have the data, make sure that you have the same number of sentences and tokens. The Hindi side has been provided in two encodings, WX romanization and UTF-8. Although they should be equivalent, we always work with UTF-8.
  
-| **Part** | **Sentences** | **Tokens en** | **Tokens hi** | +| **Part** | **Sentences** | **Tokens en** | **Bytes en** | **Tokens hi** | **Bytes hi** | 
-| train |  50,000 |  1,195,436 |  1,287,174 | +| train |  50,000 |  1,195,436 |  6,496,995 |  1,287,174 |  15,917,598 
-| dev |  1,000 |  21,842 |  23,851 | +| dev |  1,000 |  21,842 |  118,239 |  23,851 |  291,147 
-| test |  1,000 |  26,537 |  27,979 |+| test |  1,000 |  26,537 |  145,376 |  27,979 |  348,221 |
  
 The test data contain 1 reference translation per sentence. The test data contain 1 reference translation per sentence.
 +
 +Our preprocessing of the data included the following steps:
 +
 +  * Further tokenization. Although Tides in the form we got it is roughly tokenized, there were tokens (like "anglo-american") we wished to split into smaller tokens.
 +  * Unicode normalization. E.g., devanagari "z" was rewritten as "j"+"nukta".
 +  * Cleaning. Sometimes a part of a sentence was removed but never a whole sentence, so the number of sentences is still the same.
 +
 +We are planning on making all the cleaning scripts available here. After preprocessing, the size of Tides changed as follows:
 +
 +| **Part** | **Sentences** | **Tokens en** | **Bytes en** | **Tokens hi** | **Bytes hi** |
 +| train |  50,000 |  1,226,144 |  6,499,532 |  1,312,435 |  15,648,541 |
 +| dev |  1,000 |  22,485 |  118,242 |  24,363 |  288,062 |
 +| test |  1,000 |  27,169 |  145,528 |  28,574 |  343,288 |
  
 ===== Out of Vocabulary ===== ===== Out of Vocabulary =====

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