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Title: GitHub - stanfordnlp/string2string: String-to-String Algorithms for Natural Language Processing · GitHub

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X Title: GitHub - stanfordnlp/string2string: String-to-String Algorithms for Natural Language Processing

Description: String-to-String Algorithms for Natural Language Processing - stanfordnlp/string2string

Open Graph Description: String-to-String Algorithms for Natural Language Processing - stanfordnlp/string2string

X Description: String-to-String Algorithms for Natural Language Processing - stanfordnlp/string2string

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[Hands_On_Tutorial] Plagiarism Detection of Essays.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BHands_On_Tutorial%5D%20Plagiarism%20Detection%20of%20Essays.ipynb
[Hands_On_Tutorial] Plagiarism Detection of Essays.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BHands_On_Tutorial%5D%20Plagiarism%20Detection%20of%20Essays.ipynb
[Hands_On_Tutorial] Semantic Search and Visualization of Abstract Sections of USPTO Patents.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BHands_On_Tutorial%5D%20Semantic%20Search%20and%20Visualization%20of%20Abstract%20Sections%20of%20USPTO%20Patents.ipynb
[Hands_On_Tutorial] Semantic Search and Visualization of Abstract Sections of USPTO Patents.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BHands_On_Tutorial%5D%20Semantic%20Search%20and%20Visualization%20of%20Abstract%20Sections%20of%20USPTO%20Patents.ipynb
[Tutorial] Alignment.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BTutorial%5D%20Alignment.ipynb
[Tutorial] Alignment.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BTutorial%5D%20Alignment.ipynb
[Tutorial] Distance.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BTutorial%5D%20Distance.ipynb
[Tutorial] Distance.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BTutorial%5D%20Distance.ipynb
[Tutorial] Search.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BTutorial%5D%20Search.ipynb
[Tutorial] Search.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BTutorial%5D%20Search.ipynb
[Tutorial] Similarity.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BTutorial%5D%20Similarity.ipynb
[Tutorial] Similarity.ipynbhttps://github.com/stanfordnlp/string2string/blob/main/%5BTutorial%5D%20Similarity.ipynb
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https://github.com/stanfordnlp/string2string/blob/main/fables/string2string-overview.png
https://github.com/stanfordnlp/string2string#string2string
https://badge.fury.io/py/string2string
https://badge.fury.io/py/string2string
https://pepy.tech/project/string2string
https://github.com/stanfordnlp/string2string/blob/main/LICENSE.txt
https://arxiv.org/abs/2304.14395
https://github.com/stanfordnlp/string2string#table-of-contents
Getting Startedhttps://github.com/stanfordnlp/string2string#getting-started
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https://github.com/stanfordnlp/string2string#abstract
Smith-Waterman algorithmhttps://en.wikipedia.org/wiki/Smith%E2%80%93Waterman_algorithm
Hirschberg algorithmhttps://en.wikipedia.org/wiki/Hirschberg%27s_algorithm
Wagner-Fisher algorithmhttps://en.wikipedia.org/wiki/Wagner%E2%80%93Fischer_algorithm
edit distancehttps://en.wikipedia.org/wiki/Edit_distance
BARTScorehttps://github.com/neulab/BARTScore
BERTScorehttps://github.com/Tiiiger/bert_score
Knuth-Morris-Pratthttps://en.wikipedia.org/wiki/Knuth%E2%80%93Morris%E2%80%93Pratt_algorithm
Faisshttps://github.com/facebookresearch/faiss
semantic searchhttps://en.wikipedia.org/wiki/Semantic_search
sacreBLEUhttps://github.com/mjpost/sacrebleu
ROUGEhttps://github.com/google-research/google-research/tree/master/rouge
string2stringhttps://string2string.readthedocs.io/en/latest/
https://github.com/stanfordnlp/string2string#getting-started
https://github.com/stanfordnlp/string2string#tutorials
https://colab.research.google.com/drive/11dKisbukdDMaZwp_Tnx_64Z7sn0uQD9c?usp=sharing
Tutorial: Alignment Tasks and Algorithmshttps://colab.research.google.com/drive/11dKisbukdDMaZwp_Tnx_64Z7sn0uQD9c?usp=sharing
https://colab.research.google.com/drive/1e8iwBkA7Q4XpmHtxst8_XA-APx4Vsb4j?usp=sharing
Tutorial: Distance Tasks and Algorithmshttps://colab.research.google.com/drive/1e8iwBkA7Q4XpmHtxst8_XA-APx4Vsb4j?usp=sharing
https://colab.research.google.com/drive/1wu-JOyivxn_52SreF2ukYY7xi4uFVuAx?usp=sharing
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https://colab.research.google.com/drive/1qNDIkVCEMOVW4WySmzQBvrNAzZ4-zORT?usp=sharing
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https://colab.research.google.com/drive/1lpXNQn2DSuJB-0iQ-x3h_jx-6-laGpNk?usp=sharing
Hands-On Tutorial: Semantic Search and Visualization of USPTO Patentshttps://colab.research.google.com/drive/1lpXNQn2DSuJB-0iQ-x3h_jx-6-laGpNk?usp=sharing
https://colab.research.google.com/drive/1TsMT3DESGY4BNkk-ZRDaL70CRTqrQAtB?usp=sharing
Hands-On Tutorial: Plagiarism Detection of Essayshttps://colab.research.google.com/drive/1TsMT3DESGY4BNkk-ZRDaL70CRTqrQAtB?usp=sharing
https://github.com/stanfordnlp/string2string#example-usage
https://github.com/stanfordnlp/string2string#alignment
Needleman-Wunsch algorithmhttps://en.wikipedia.org/wiki/Needleman%E2%80%93Wunsch_algorithm
https://github.com/stanfordnlp/string2string/blob/main/fables/alignment-example.png
https://github.com/stanfordnlp/string2string#distance
Levenshtein edit distance algorithmhttps://en.wikipedia.org/wiki/Levenshtein_distance
https://github.com/stanfordnlp/string2string#search
Knuth-Morrs-Pratt (KMP) search algorithmhttps://en.wikipedia.org/wiki/Knuth%E2%80%93Morris%E2%80%93Pratt_algorithm
https://github.com/stanfordnlp/string2string#faiss-semantic-search
Faisshttps://github.com/facebookresearch/faiss
BART-Large model from Hugging Facehttps://huggingface.co/facebook/bart-large
https://github.com/stanfordnlp/string2string#cosine-similarity-with-glove-and-fasttext-embeddings
pre-trained GloVe embeddingshttps://nlp.stanford.edu/projects/glove/
GloVehttps://nlp.stanford.edu/projects/glove/
fastTexthttps://fasttext.cc/
https://github.com/stanfordnlp/string2string/blob/main/fables/similarity-example.png
https://github.com/stanfordnlp/string2string#metrics-sacrebleu-and-rouge
sacreBLEU libraryhttps://github.com/mjpost/sacrebleu
ROUGE libraryhttps://github.com/google-research/google-research/tree/master/rouge
https://github.com/stanfordnlp/string2string#bartscore-and-bertscore
https://github.com/stanfordnlp/string2string#potential-future-enhancements-and-improvements
Numba libraryhttps://numba.pydata.org/
BLASThttps://blast.ncbi.nlm.nih.gov/Blast.cgi
FASTAhttps://www.ebi.ac.uk/Tools/sss/fasta/
https://github.com/stanfordnlp/string2string#citation
https://github.com/stanfordnlp/string2string#thanks
https://github.com/stanfordnlp/string2string#contributing
documentationhttps://string2string.readthedocs.io/en/latest/
Readme https://github.com/stanfordnlp/string2string#readme-ov-file
MIT license https://github.com/stanfordnlp/string2string#MIT-1-ov-file
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