updates

README.md

@@ -6,8 +6,56 @@ task_categories:
 - text-generation
 - text2text-generation
 language:
+- af
+- ar
+- az
+- bn
+- cs
+- de
 - en
-
+- es
+- et
+- fa
+- fi
+- fr
+- ga
+- gl
+- gu
+- he
+- hi
+- hr
+- id
+- it
+- ja
+- ka
+- kk
+- km
+- ko
+- lt
+- lv
+- mk
+- ml
+- mn
+- mr
+- my
+- ne
+- nl
+- pl
+- ps
+- pt
+- ro
+- ru
+- si
+- sl
+- sv
+- ta
+- th
+- tr
+- uk
+- ur
+- vi
+- xh
+- zh
 pretty_name: MegaWika-Report-Generation
 ---
 # Dataset Card for MegaWika for Report Generation
@@ -35,19 +83,72 @@ See the original [HuggingFace](https://huggingface.co/datasets/hltcoe/megawika)
 
 ### Languages
 
-MegaWika is divided by Wikipedia language. There are 50 languages, including English, each designated by their 2-character ISO language code. Currently only a few languages are available, but more are coming!
+MegaWika is divided by Wikipedia language. There are 50 languages, including English, each designated by their 2-character ISO language code. 
+
+### Languages
+
+MegaWika is divided by Wikipedia language. There are 50 languages, including English, each designated by their 2-character ISO language code:
+- `af`: Afrikaans
+- `ar`: Arabic
+- `az`: Azeri (Azerbaijani)
+- `bn`: Bengali
+- `cs`: Czech
+- `de`: German (Deutsch)
+- `en`: English
+- `es`: Spanish (Español)
+- `et`: Estonian
+- `fa`: Farsi (Persian)
+- `fi`: Finnish
+- `fr`: French
+- `ga`: Irish (Gaelic)
+- `gl`: Galician
+- `gu`: Gujarati
+- `he`: Hebrew
+- `hi`: Hindi
+- `hr`: Hungarian
+- `id`: Indonesian
+- `it`: Italian
+- `ja`: Japanese
+- `ka`: Georgian (Kartvelian/Kartlian)
+- `kk`: Kazakh
+- `km`: Khmer
+- `ko`: Korean
+- `lt`: Lithuanian
+- `lv`: Latvian
+- `mk`: Macedonian (Makedonski)
+- `ml`: Malay (Malayalam)
+- `mn`: Mongolian
+- `mr`: Marathi
+- `my`: Burmese (Myanmar language)
+- `ne`: Nepali
+- `nl`: Dutch (Nederlands)
+- `pl`: Polish
+- `ps`: Pashto
+- `pt`: Portuguese
+- `ro`: Romanian
+- `ru`: Russian
+- `si`: Sinhalese (Sri Lankan language)
+- `sl`: Slovenian
+- `sv`: Swedish (Svenska)
+- `ta`: Tamil
+- `th`: Thai
+- `tr`: Turkish
+- `uk`: Ukrainian
+- `ur`: Urdu
+- `vi`: Vietnamese
+- `xh`: Xhosa
+- `zh`: Chinese (Zhōng wén)
 
 
 ## Dataset Structure
 
-The dataset is divided into two main sections, "mono" for monolingual report generation and "cross-lingual" for cross-lingual report generation.
-t is further subdivided into two options, (1) generating the entire Wikipedia sections from multiple citations ("all") or (2) generating segments of each section in an iterative fashion ("iterative").
-Then the dataset is divided by language pairs.
+The dataset is divided into two main sections (1) generating the entire Wikipedia sections from multiple citations ("all") or (2) generating segments of each section in an iterative fashion ("iterative").
+Then the dataset is divided by language pairs. Note that each language can be used cross-lingually by using the `en_gold_section_text` key.
 
 ### Data Instances
 
 Given the rest of the fields (except for the ID) the goals is to produce the `gold_section_text` (e.g. given the title, intro, section name, and citations). 
-`num_docs` is provided for filtering on the number of docs for the multi-doc summarization. Note that in the iterative setting is it just one citation. 
+`num_docs` is provided for filtering on the number of docs for the multi-doc summarization. Note that in the iterative setting is it just one citation. **NOTE: `num_docs` is incorrect for now, will be updated.**
 
 ### Data Fields
 
@@ -62,6 +163,7 @@ The detailed structure of an instance is as follows:
   "previous_text": <string : used for the iterative task format, the previous text in the section already to condition on>
   "question": <string : a natural language question that could be used for query-focused summarization, generated by ChatGPT>
   "gold_section_text": <string : the text of the original Wikipedia section, e.g. the gold label for summarization>
+  "en_gold_section_text": <string : the English version of the text from the original Wikipedia section, e.g. the gold label for cross-lingual summarization>
   "citations": <list of strings : the text of the citations (e.g. reference) for the section/chunk >
 }
 ```
@@ -85,7 +187,18 @@ And contact the authors.
 
 *Take down*: We will comply to legitimate requests by removing the affected sources from the next release of the dataset.
 
-## Additional Information
+## Usage
+
+```
+# all of the dataset (not recommended)
+dataset = load_dataset("hltcoe/megawika-report-generation")
+
+# just the `all`` section data (all splits)
+dataset = load_dataset("hltcoe/megawika-report-generation", data_dir="all")
+
+# just the `all` English test set (can replace with "validation" or "train", or other langs)
+dataset = load_dataset("hltcoe/megawika-report-generation", data_dir="all/en", split="test")
+```
 
 ### Dataset Curators
 

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