uday1201 / NLP_experiments

Collection of jupyter notebooks foe NLP experiments of keyword extraction and similarity mappings

AutoModelforSequenceClassification.ipynb

> Scoring questions sclassification using AutoModelForSequenceClassification

BERT experiment.ipynb

> Interview and revenue questions Zero Shot learning techniques using BERT Cross Encoder and Cosine similarity with BERT encoding

BERT SC.ipynb

> BERT classifier for scoring questions

Cosine similarity.ipynb

> Experiments with cosine similarity for text mathcing and different encoding

question1.ipynb

> Question 1 implementation with cosine similarity

scoringBERTClassification.ipynb

> Scoring questions implemetation woth Neural Networks with BERT encoding

Spacy custom text classifier.ipynb

> Revenue and interview question classification using Spacy multi-class classification

text scoring experiment.ipynb

> Scoring questions experimentation with Tfid encoding, logisitic regression 

threshold.ipynb

> Calucualting threshold for streamlit app