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README.md

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+---
+language:
+- vi
+- ta
+- or
+- sk
+- af
+- cs
+- ga
+- pt
+- so
+- sl
+- cy
+- fy
+- uk
+- is
+- la
+- hy
+- bg
+- tr
+- uz
+- nl
+- ps
+- be
+- en
+- xh
+- jv
+- hi
+- my
+- br
+- ur
+- sr
+- zh
+- ka
+- hr
+- ml
+- km
+- te
+- ru
+- ar
+- de
+- fr
+- om
+- sw
+- az
+- gl
+- ko
+- sd
+- fi
+- lv
+- eo
+- kk
+- lt
+- mk
+- eu
+- am
+- he
+- si
+- ne
+- yi
+- sq
+- it
+- kn
+- mn
+- ja
+- gu
+- su
+- ro
+- sa
+- ku
+- ky
+- ug
+- gd
+- es
+- et
+- th
+- sv
+- hu
+- bs
+- bn
+- ca
+- mr
+- da
+- pl
+- el
+- ms
+- mg
+- pa
+- lo
+- fa
+- tl
+- as
+- id
+license: mit
+task_categories:
+- token-classification
+task_ids:
+- named-entity-recognition
+pretty_name: fiNERweb
+size_categories:
+- 1M<n<10M
+---
+
+# fiNERweb
+
+## Dataset Description
+
+fiNERweb is a multilingual named entity recognition dataset containing annotated text in multiple languages. Each example contains:
+- Original text
+- Tokenized text
+- BIO tags
+- Character spans for entities
+- Token spans for entities
+
+## Languages
+
+Currently supported languages:
+- vi: Vietnamese
+- ta: Tamil
+- or: Odia (Oriya)
+- sk: Slovak
+- af: Afrikaans
+- cs: Czech
+- ga: Irish
+- pt: Portuguese
+- so: Somali
+- sl: Slovenian
+- cy: Welsh
+- fy: Western Frisian
+- uk: Ukrainian
+- is: Icelandic
+- la: Latin
+- hy: Armenian
+- bg: Bulgarian
+- tr: Turkish
+- uz: Uzbek
+- nl: Dutch
+- ps: Pashto
+- be: Belarusian
+- en: English
+- xh: Xhosa
+- jv: Javanese
+- hi: Hindi
+- my: Burmese
+- br: Breton
+- ur: Urdu
+- sr: Serbian
+- zh: Chinese (Mandarin)
+- ka: Georgian
+- hr: Croatian
+- ml: Malayalam
+- km: Khmer
+- te: Telugu
+- ru: Russian
+- ar: Arabic
+- de: German
+- fr: French
+- om: Oromo
+- sw: Swahili
+- az: Azerbaijani
+- gl: Galician
+- ko: Korean
+- sd: Sindhi
+- fi: Finnish
+- lv: Latvian
+- eo: Esperanto
+- kk: Kazakh
+- lt: Lithuanian
+- mk: Macedonian
+- eu: Basque
+- am: Amharic
+- he: Hebrew
+- si: Sinhala
+- ne: Nepali
+- yi: Yiddish
+- sq: Albanian
+- it: Italian
+- kn: Kannada
+- mn: Mongolian
+- ja: Japanese
+- gu: Gujarati
+- su: Sundanese
+- ro: Romanian
+- sa: Sanskrit
+- ku: Kurdish
+- ky: Kyrgyz
+- ug: Uyghur
+- gd: Scottish Gaelic
+- es: Spanish
+- et: Estonian
+- th: Thai
+- sv: Swedish
+- hu: Hungarian
+- bs: Bosnian
+- bn: Bengali
+- ca: Catalan
+- mr: Marathi
+- da: Danish
+- pl: Polish
+- el: Greek
+- ms: Malay
+- mg: Malagasy
+- pa: Punjabi
+- lo: Lao
+- fa: Persian
+- tl: Tagalog
+- as: Assamese
+- id: Indonesian
+
+## Dataset Structure
+
+Each example contains:
+```python
+{
+    "text": str,  # Original text
+    "tokens": List[str],  # Tokenized text
+    "bio_tags": List[str],  # BIO tags for NER
+    "char_spans": List[Dict],  # Character-level entity spans
+    "token_spans": List[Dict]  # Token-level entity spans
+}
+```
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load a specific language
+dataset = load_dataset("whoisjones/fiNERweb", "am")  # For Amharic
+# or
+dataset = load_dataset("whoisjones/fiNERweb", "en")  # For English
+
+# Access the data
+print(dataset["train"][0])
+```
+
+## Citation
+
+If you use this dataset, please cite:
+```bibtex
+@misc{fiNERweb,
+  author = {Jonas Golde},
+  title = {fiNERweb: Multilingual Named Entity Recognition Dataset},
+  year = {2024},
+  publisher = {HuggingFace},
+  journal = {HuggingFace Datasets},
+  howpublished = {\\url{https://huggingface.co/datasets/whoisjones/fiNERweb}}
+}
+```
+
+Key changes:
+1. Updated all language codes to their ISO 639-1 equivalents
+2. Updated the language list in the metadata section
+3. Updated the language descriptions to use ISO codes
+4. Updated the usage examples to use ISO codes
+
+This should resolve the language code validation errors in the metadata. The ISO 639-1 codes are the standard two-letter codes that Hugging Face expects in the metadata. 

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