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Attention Networks For Classification ⭐ 477

Hierarchical Attention Networks for Document Classification in PyTorch

Neural Sentiment Classification

Pytorch Nlp Notebooks ⭐ 199

Learn how to use PyTorch to solve some common NLP problems with deep learning.

Preprocessing Library for Natural Language Processing

Cnn Text Classification ⭐ 101

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

Sentiment ⭐ 85

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

Capsnet Nlp ⭐ 64

CapsNet for NLP

Topic Rnn ⭐ 47

Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.

Ai Sentiment Analysis On Imdb Dataset ⭐ 40

Sentiment Analysis using Stochastic Gradient Descent on 50,000 Movie Reviews Compiled from the IMDB Dataset

Movie Recommendation Chatbot ⭐ 35

Movie Recommendation Chatbot provides information about a movie like plot, genre, revenue, budget, imdb rating, imdb links, etc. The model was trained with Kaggle’s movies metadata dataset. To give a recommendation of similar movies, Cosine Similarity and TFID vectorizer were used. Slack API was used to provide a Front End for the chatbot. IBM Watson was used to link the Python code for Natural Language Processing with the front end hosted on Slack API. Libraries like nltk, sklearn, pandas and n

Bert_attn_viz ⭐ 25

Visualize BERT's self-attention layers on text classification tasks

Gpt2_episode_summary_generator ⭐ 18

Utilizing webscraping and state-of-the-art NLP to generate TV show episode summaries.

Sentiment Analysis Pytorch ⭐ 18

Sentiment analysis in Pytorch on an IMDb dataset.

Imdb Transformer ⭐ 16

A simple Neural Network for sentiment analysis, embedding sentences using a Transformer network.

Allennlp_imdb ⭐ 13

AllenNLP Startup Guide

Sentiment Analysis Imdb ⭐ 12

This is a classifier focused on sentiment analysis of movie reviews

Bert Adv Embed ⭐ 12

Adversarial perturbations on word embeddings of BERT

[ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval".

This repository contains details and key points of research papers related to NLP and Deep Learning

Anime Or Not ⭐ 10

NLP model that determines whether a plot is anime enough

Sentiment Analysis ⭐ 9

sentiment analysis using IMDB data set. The code uses tensorflow to implement a sequence2vec model

Imdb Movie Review Analysis Using Nlp ⭐ 8

Sentimentanalysisapp ⭐ 7

Swift Tutorial | Sentiment Analysis of IMDB reviews using CoreML and Natural Language

Bert_imdb ⭐ 5

A repo for NLP model Bert.

Deep_nlp_pydata ⭐ 5

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