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4 changes: 2 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@ SinaTools
======================
Open Source Toolkit for Arabic NLP and NLU developed by [SinaLab](http://sina.birzeit.edu/) at Birzeit University. SinaTools is available through Python APIs, command lines, colabs, and online demos.

See the full list of [Available Packages](https://sina.birzeit.edu/sinatools/), which include: (1) [Morphology Tagging](https://sina.birzeit.edu/sinatools/index.html#morph), (2) [Named Entity Recognition (NER)](https://sina.birzeit.edu/sinatools/index.html#ner), (3) [Word Sense Disambiguation (WSD)](https://sina.birzeit.edu/sinatools/index.html#wsd), (4) [Semantic Relatedness](https://sina.birzeit.edu/sinatools/index.html#sr), (5) [Synonymy Extraction and Evaluation](https://sina.birzeit.edu/sinatools/index.html#se), (6) [Relation Extraction](https://sina.birzeit.edu/sinatools/index.html#re), (7) [Utilities](https://sina.birzeit.edu/sinatools/index.html#u) (diacritic-based word matching, Jaccard similarly, parser, tokenizers, corpora processing, transliteration, etc).
See the full list of [Available Packages](https://sina.birzeit.edu/sinatools/), which include: (1) [Morphology Tagging](https://sina.birzeit.edu/sinatools/index.html#morph), (2) [Named Entity Recognition (NER)](https://sina.birzeit.edu/sinatools/index.html#ner), (3) [Word Sense Disambiguation (WSD)](https://sina.birzeit.edu/sinatools/index.html#wsd), (4) [Semantic Relatedness](https://sina.birzeit.edu/sinatools/index.html#sr), (5) [Synonymy Extraction and Evaluation](https://sina.birzeit.edu/sinatools/index.html#se), (6) [Relation Extraction](https://sina.birzeit.edu/sinatools/index.html#re), (7) [Utilities](https://sina.birzeit.edu/sinatools/index.html#u) (diacritic-based word matching, Jaccard similarity, parser, tokenizers, corpora processing, transliteration, etc).

See [Demo Pages](https://sina.birzeit.edu/sinatools/).

Expand All @@ -24,7 +24,7 @@ Some modules in SinaTools require some data files and fine-tuned models to be do

Documentation
--------
For information, please refer to the [main page](https://sina.birzeit.edu/sinatools) or the [online domuementation](https://sina.birzeit.edu/sinatools/documentation).
For information, please refer to the [main page](https://sina.birzeit.edu/sinatools) or the [online documentation](https://sina.birzeit.edu/sinatools/documentation).

Citation
-------
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4 changes: 2 additions & 2 deletions README.rst
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@ SinaTools
======================
Open Source Toolkit for Arabic NLP and NLU developed by [SinaLab](http://sina.birzeit.edu/) at Birzeit University. SinaTools is available through Python APIs, command lines, colabs, and online demos.

See the full list of [Available Packages](https://sina.birzeit.edu/sinatools/), which include: (1) [Morphology Tagging](https://sina.birzeit.edu/sinatools/index.html#morph), (2) [Named Entity Recognition (NER)](https://sina.birzeit.edu/sinatools/index.html#ner), (3) [Word Sense Disambiguation (WSD)](https://sina.birzeit.edu/sinatools/index.html#wsd), (4) [Semantic Relatedness](https://sina.birzeit.edu/sinatools/index.html#sr), (5) [Synonymy Extraction and Evaluation](https://sina.birzeit.edu/sinatools/index.html#se), (6) [Relation Extraction](https://sina.birzeit.edu/sinatools/index.html#re), (7) [Utilities](https://sina.birzeit.edu/sinatools/index.html#u) (diacritic-based word matching, Jaccard similarly, parser, tokenizers, corpora processing, transliteration, etc).
See the full list of [Available Packages](https://sina.birzeit.edu/sinatools/), which include: (1) [Morphology Tagging](https://sina.birzeit.edu/sinatools/index.html#morph), (2) [Named Entity Recognition (NER)](https://sina.birzeit.edu/sinatools/index.html#ner), (3) [Word Sense Disambiguation (WSD)](https://sina.birzeit.edu/sinatools/index.html#wsd), (4) [Semantic Relatedness](https://sina.birzeit.edu/sinatools/index.html#sr), (5) [Synonymy Extraction and Evaluation](https://sina.birzeit.edu/sinatools/index.html#se), (6) [Relation Extraction](https://sina.birzeit.edu/sinatools/index.html#re), (7) [Utilities](https://sina.birzeit.edu/sinatools/index.html#u) (diacritic-based word matching, Jaccard similarity, parser, tokenizers, corpora processing, transliteration, etc).

See [Demo Pages](https://sina.birzeit.edu/sinatools/).

Expand All @@ -24,7 +24,7 @@ Some modules in SinaTools require some data files and fine-tuned models to be do

Documentation
--------
For information, please refer to the [main page](https://sina.birzeit.edu/sinatools) or the [online domuementation](https://sina.birzeit.edu/sinatools/documentation).
For information, please refer to the [main page](https://sina.birzeit.edu/sinatools) or the [online documentation](https://sina.birzeit.edu/sinatools/documentation).

Citation
-------
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4 changes: 2 additions & 2 deletions build/lib/sinatools/utils/text_dublication_detector.py
Original file line number Diff line number Diff line change
Expand Up @@ -34,7 +34,7 @@ def removal(csv_file, columnName, finalFileName, deletedFileName, similarityThre
.. code-block:: python

from sinatools.utils.text_dublication_detector import removal
removal("/path/to/csv/file1", sentences, "/path/to/csv/file2", 0.8)
removal("/path/to/csv/file1", "sentences", "/path/to/final/file", "/path/to/deleted/file", 0.8)
"""

# Read CSV file
Expand Down Expand Up @@ -129,4 +129,4 @@ def textToVector(text):
# deletedFileName = "Arabic-Oct7-Feb12DeletedSent.csv"

# result = removal(csvFile, columnName, finalFileName, deletedFileName, similarityThreshold)
# print(result)
# print(result)
4 changes: 2 additions & 2 deletions sinatools/utils/text_dublication_detector.py
Original file line number Diff line number Diff line change
Expand Up @@ -34,7 +34,7 @@ def removal(csv_file, columnName, finalFileName, deletedFileName, similarityThre
.. code-block:: python

from sinatools.utils.text_dublication_detector import removal
removal("/path/to/csv/file1", sentences, "/path/to/csv/file2", 0.8)
removal("/path/to/csv/file1", "sentences", "/path/to/final/file", "/path/to/deleted/file", 0.8)
"""

# Read CSV file
Expand Down Expand Up @@ -129,4 +129,4 @@ def textToVector(text):
# deletedFileName = "Arabic-Oct7-Feb12DeletedSent.csv"

# result = removal(csvFile, columnName, finalFileName, deletedFileName, similarityThreshold)
# print(result)
# print(result)