Update README.md

README.md

@@ -1,163 +1,166 @@
----
-license: gfdl
-task_categories:
-- text-classification
-- token-classification
-language:
-- es
-tags:
-- spanish
-- morphology
-- lemmatization
-- wiktionary
-- nlp
-- linguistics
-size_categories:
-- 100K<n<1M
-dataset_info:
-  features:
-  - name: word
-    dtype: string
-  - name: original form
-    dtype: string
-  config_name: default
-  splits:
-  - name: train
-    num_bytes: 24985600
-    num_examples: 760159
-  download_size: 12492800
-  dataset_size: 24985600
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: train.csv
----
-
-# Spanish Word Forms and Lemmas Dataset
-
-## Dataset Description
-
-This dataset contains Spanish word forms paired with their corresponding lemmas (original forms), extracted from Wiktionary. It provides a comprehensive mapping of inflected Spanish words to their base forms, making it valuable for morphological analysis, lemmatization tasks, and Spanish NLP applications.
-
-### Dataset Summary
-
-- **Language**: Spanish (es)
-- **Task**: Lemmatization, Morphological Analysis
-- **Source**: Wiktionary
-- **Size**: ~760K word form pairs
-- **Format**: CSV with two columns: `word` (inflected form) and `original_form` (lemma)
-
-### Supported Tasks
-
-- **Lemmatization**: Map inflected words to their base forms
-- **Morphological Analysis**: Study Spanish word inflection patterns
-- **Text Preprocessing**: Normalize Spanish text for NLP pipelines
-- **Language Model Training**: Pre-training data for Spanish morphology understanding
-
-## Dataset Structure
-
-### Data Instances
-
-Each instance contains:
-- `word`: An inflected Spanish word form
-- `original_form`: The corresponding lemma or base form
-
-Example:
-```json
-{
-  "word": "adoquinás",
-  "original_form": "adoquinar"
-}
-```
-
-### Data Fields
-
-- `word` (string): The inflected or conjugated form of a Spanish word
-- `original_form` (string): The lemma or dictionary form of the word
-
-### Data Splits
-
-| Split | Examples |
-|-------|----------|
-| train | 760,159  |
-
-## Dataset Creation
-
-### Source Data
-
-This dataset was extracted from Wiktionary, specifically focusing on Spanish language entries. Wiktionary is a collaborative, multilingual dictionary project that provides comprehensive morphological information for words across many languages.
-
-### Data Collection Process
-
-The data was systematically extracted from Wiktionary's Spanish language entries, capturing the relationships between inflected word forms and their corresponding lemmas. This includes:
-
-- Verb conjugations (all tenses, moods, and persons)
-- Noun and adjective inflections (gender and number variations)
-- Diminutives, augmentatives, and other morphological variations
-
-### Data Quality
-
-- The dataset provides high-quality mappings based on Wiktionary's editorial standards
-- Each word form is mapped to its appropriate lemma
-- Covers a wide range of Spanish morphological patterns
-
-## Uses
-
-### Direct Use
-
-This dataset can be directly used for:
-- Training lemmatization models for Spanish
-- Building morphological analyzers
-- Creating Spanish text preprocessing pipelines
-- Studying Spanish morphological patterns
-
-### Downstream Tasks
-
-- **Named Entity Recognition**: Improve NER by normalizing word forms
-- **Information Retrieval**: Enhance search by matching different word forms
-- **Machine Translation**: Better handling of Spanish morphology
-- **Text Classification**: Normalize features for better classification performance
-
-## Considerations for Use
-
-### Social Impact of Dataset
-
-This dataset supports the development of Spanish NLP tools, which can:
-- Improve accessibility of Spanish-language technology
-- Support educational applications for Spanish learners
-- Enable better processing of Spanish text in various domains
-
-### Limitations
-
-- Limited to words present in Wiktionary (may not include very recent terms or highly specialized vocabulary)
-- Focuses on standard Spanish forms (may not capture all dialectal variations)
-- Does not include semantic information beyond morphological relationships
-
-## Additional Information
-
-### Dataset Curators
-
-This dataset was curated from Wiktionary data focusing on Spanish morphological relationships.
-
-### Licensing Information
-
-This dataset is released under the MIT License, following Wiktionary's open data principles.
-
-### Citation Information
-
-If you use this dataset in your research, please cite:
-
-```bibtex
-@dataset{spanish_word_forms_wiktionary,
-  title={Spanish Word Forms and Lemmas Dataset from Wiktionary},
-  author={Wiktionary Contributors},
-  year={2024},
-  publisher={Hugging Face},
-  url={https://huggingface.co/datasets/your-username/spanish-word-forms-wiktionary}
-}
-```
-
-### Contributions
-
+---
+license: gfdl
+task_categories:
+- text-classification
+- token-classification
+language:
+- es
+tags:
+- spanish
+- morphology
+- lemmatization
+- wiktionary
+- nlp
+- linguistics
+size_categories:
+- 100K<n<1M
+dataset_info:
+  features:
+  - name: word
+    dtype: string
+  - name: original form
+    dtype: string
+  config_name: default
+  splits:
+  - name: train
+    num_bytes: 24985600
+    num_examples: 760159
+  - name: only_adj_noun_verb
+  download_size: 12492800
+  dataset_size: 24985600
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: train.csv
+  - split: only_adj_noun_verb
+    path: es_word_forms_only_adj.noun.verb.csv.csv
+---
+
+# Spanish Word Forms and Lemmas Dataset
+
+## Dataset Description
+
+This dataset contains Spanish word forms paired with their corresponding lemmas (original forms), extracted from Wiktionary. It provides a comprehensive mapping of inflected Spanish words to their base forms, making it valuable for morphological analysis, lemmatization tasks, and Spanish NLP applications.
+
+### Dataset Summary
+
+- **Language**: Spanish (es)
+- **Task**: Lemmatization, Morphological Analysis
+- **Source**: Wiktionary
+- **Size**: ~760K word form pairs
+- **Format**: CSV with two columns: `word` (inflected form) and `original_form` (lemma)
+
+### Supported Tasks
+
+- **Lemmatization**: Map inflected words to their base forms
+- **Morphological Analysis**: Study Spanish word inflection patterns
+- **Text Preprocessing**: Normalize Spanish text for NLP pipelines
+- **Language Model Training**: Pre-training data for Spanish morphology understanding
+
+## Dataset Structure
+
+### Data Instances
+
+Each instance contains:
+- `word`: An inflected Spanish word form
+- `original_form`: The corresponding lemma or base form
+
+Example:
+```json
+{
+  "word": "adoquinás",
+  "original_form": "adoquinar"
+}
+```
+
+### Data Fields
+
+- `word` (string): The inflected or conjugated form of a Spanish word
+- `original_form` (string): The lemma or dictionary form of the word
+
+### Data Splits
+
+| Split | Examples |
+|-------|----------|
+| train | 760,159  |
+
+## Dataset Creation
+
+### Source Data
+
+This dataset was extracted from Wiktionary, specifically focusing on Spanish language entries. Wiktionary is a collaborative, multilingual dictionary project that provides comprehensive morphological information for words across many languages.
+
+### Data Collection Process
+
+The data was systematically extracted from Wiktionary's Spanish language entries, capturing the relationships between inflected word forms and their corresponding lemmas. This includes:
+
+- Verb conjugations (all tenses, moods, and persons)
+- Noun and adjective inflections (gender and number variations)
+- Diminutives, augmentatives, and other morphological variations
+
+### Data Quality
+
+- The dataset provides high-quality mappings based on Wiktionary's editorial standards
+- Each word form is mapped to its appropriate lemma
+- Covers a wide range of Spanish morphological patterns
+
+## Uses
+
+### Direct Use
+
+This dataset can be directly used for:
+- Training lemmatization models for Spanish
+- Building morphological analyzers
+- Creating Spanish text preprocessing pipelines
+- Studying Spanish morphological patterns
+
+### Downstream Tasks
+
+- **Named Entity Recognition**: Improve NER by normalizing word forms
+- **Information Retrieval**: Enhance search by matching different word forms
+- **Machine Translation**: Better handling of Spanish morphology
+- **Text Classification**: Normalize features for better classification performance
+
+## Considerations for Use
+
+### Social Impact of Dataset
+
+This dataset supports the development of Spanish NLP tools, which can:
+- Improve accessibility of Spanish-language technology
+- Support educational applications for Spanish learners
+- Enable better processing of Spanish text in various domains
+
+### Limitations
+
+- Limited to words present in Wiktionary (may not include very recent terms or highly specialized vocabulary)
+- Focuses on standard Spanish forms (may not capture all dialectal variations)
+- Does not include semantic information beyond morphological relationships
+
+## Additional Information
+
+### Dataset Curators
+
+This dataset was curated from Wiktionary data focusing on Spanish morphological relationships.
+
+### Licensing Information
+
+This dataset is released under the MIT License, following Wiktionary's open data principles.
+
+### Citation Information
+
+If you use this dataset in your research, please cite:
+
+```bibtex
+@dataset{spanish_word_forms_wiktionary,
+  title={Spanish Word Forms and Lemmas Dataset from Wiktionary},
+  author={Wiktionary Contributors},
+  year={2024},
+  publisher={Hugging Face},
+  url={https://huggingface.co/datasets/your-username/spanish-word-forms-wiktionary}
+}
+```
+
+### Contributions
+
 This dataset was created by extracting and processing data from Wiktionary. Thanks to all Wiktionary contributors who have provided the underlying linguistic data.