kashgupta / textsummarization
text summarization with supervised learning and atomic events
☆16Updated 6 years ago
Alternatives and similar repositories for textsummarization:
Users that are interested in textsummarization are comparing it to the libraries listed below
- ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation☆100Updated last year
- Text summarization starting from scratch.☆94Updated 5 months ago
- A BERT-Transformer network for abstractive text summarization☆124Updated 2 years ago
- PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.☆151Updated 3 years ago
- Quick semantic search using Siamese-BERT encodings☆71Updated 4 years ago
- Question Answering task using Deep Learning on SQuAD dataset☆20Updated 2 years ago
- BERT CRF model for Name Entity Recognition in pytorch☆29Updated last year
- This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation☆70Updated 4 years ago
- BERT Question and Answer system meant and works well for only limited number of words summary like 1 to 2 paragraphs only. It can’t be ab…☆113Updated 3 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆108Updated 2 years ago
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆71Updated 5 years ago
- BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.☆56Updated 4 years ago
- Keyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and othe…☆114Updated 5 years ago
- Implementation of paper "Learning to Encode Text as Human-Readable Summaries using GAN"☆66Updated 5 years ago
- This is the official code for Extractive Summarization of Long Documents by Combining Global and Local Context☆69Updated 4 years ago
- Multi Text Classificaiton☆92Updated 5 years ago
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆316Updated 5 years ago
- Tutorial for first time BERT users,☆102Updated 2 years ago
- An optimized Transformer based abstractive summarization model with Tensorflow☆16Updated 2 years ago
- This repository contains the code for the paper "An Unsupervised Approach for Aspect Category Detection Using Soft Cosine Similarity Meas…☆22Updated 6 years ago
- CNN LSTM Seq2Seq Model for Abstractive Text Summarization☆24Updated 6 years ago
- architectures and pre-trained models for long document classification.☆154Updated 4 years ago
- Set of notebooks to practice Pytorch from basics to RNN☆24Updated 4 years ago
- Tensorflow implementation of an abstractive summarization model using pre-trained language models☆41Updated 9 months ago
- Using BERT For Classifying Documents with Long Texts, check my latest post: https://armandolivares.tech/☆41Updated 5 years ago
- This repository contains the implementation of paper "Hierarchical Attentional Hybrid Neural Networks for Document Classification"☆59Updated 3 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆155Updated 6 years ago
- NLP model implementations with keras for beginner☆153Updated 2 years ago
- Text summarization with python and transformer☆13Updated last year
- Deep Keyphrase Extraction using BERT☆257Updated 3 years ago