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☞ Legal NLP notebooks

Splitting, Tokenization, Embeddings

01.Page_Splitting.ipynb

02.Sentence_Splitting_Tokenization.ipynb

03.Word_Sentence_Embeddings.ipynb

Classification

04.0.Clause_Document_Classification.ipynb

04.1.Training_Legal_Binary_Classifier.ipynb

04.2.Training_Legal_Multiclass_Classifier.ipynb

04.3.Training_Legal_Multilabel_Classifier.ipynb

04.4.Training_Legal_Multilabel_Classifier.ipynb

Splitting with Context Windows for better Classification

04.5.Classifying_with_WindowSplitting.ipynb

Named Entity Recognition

05.0.NER_and_ZeroShotNER.ipynb

05.1.Training_Legal_NER.ipynb

05.2.Clause_based_NER.ipynb

05.3.ZeroShot_Legal_NER.ipynb

05.4.BertForTokenClassification_TrainEval.ipynb

05.5.BertForTokenClassification_TrainAndSave.ipynb

05.6.Contextual_Parser_Rule_Based_NER.ipynb

Relation Extraction

06.0.Relation_Extraction.ipynb

06.1.Relation_Extraction_and_ZeroShotRE.ipynb

06.2.Relation_Extraction_Training.ipynb

06.3.Classification_NER_RE_on_Parties.ipynb

Assertion Status: Understanding Entities in Context

07.0.Understand_Entities_in_Context.ipynb

07.1.Training_Legal_Assertion.ipynb

Question&Answering

08.0.Answering_Questions_Legal_Texts.ipynb

08.1.Automatic_Question_Generation_Legal_Texts.ipynb

08.2.NER_using_Question_Answering.ipynb

Normalization and Entity Linking

09.0.Normalization_with_Entity_Resolution_Edgar.ipynb

09.1.Entity_Resolution_Edgar_unique_IDs.ipynb

09.2.Entity_Resolution_Training.ipynb

Augmentation with external sources with Chunk Mappers

10.0.Data_Augmentation_with_ChunkMappers.ipynb

10.1.Chunk_Mappers_Training.ipynb

Deidentification

11.0.Deidentification.ipynb

11.1.Deidentification_Utility_Module.ipynb

Coreference Resolution

12.Coreference_Resolution.ipynb

Legal Summarization

13.0.Legal_Summarization.ipynb

Chunk Key Phrase Extraction

14.0.Legal_ChunkKeyPhraseExtraction.ipynb

Normalizer

15.0.Date_Normalizer.ipynb

Vector Search

17.0.Vector_Store_Integration.ipynb

Use Cases

80.0.Legal_Contract_Understanding.ipynb

80.1.Legal_Contract_Understanding_NDA.ipynb](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp-workshop/blob/master/legal-nlp/80.1.Legal_Contract_Understanding_NDA.ipynb)

80.2.Legal_Subpoenas_NER.ipynb

Combining with Visual NLP

90.0.Legal_Visual_Document_Understanding.ipynb

90.1.Layout_Classification_with_VisualNLP.ipynb