kashgupta / textsummarizationLinks
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
Sorting:
- This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation☆71Updated 5 years ago
- This repository contains the implementation of paper "Hierarchical Attentional Hybrid Neural Networks for Document Classification"☆59Updated 3 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆108Updated 2 years ago
- PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.☆151Updated 3 years ago
- Text summarization starting from scratch.☆95Updated 10 months ago
- Keyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and othe…☆114Updated 5 years ago
- A BERT-Transformer network for abstractive text summarization☆127Updated 2 years ago
- ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation☆100Updated last year
- Deep Keyphrase Extraction using BERT☆259Updated 3 years ago
- Library of state-of-the-art models (PyTorch) for NLP tasks☆109Updated 11 months ago
- Unsupervised approach to keyword extraction☆24Updated 2 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆158Updated 6 years ago
- A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)☆79Updated 6 years ago
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"☆147Updated 6 years ago
- Document Classification on COVID-19 Literature using the LitCovid collection and the Hedwig library.☆16Updated 8 months ago
- Text Classification using transformer based models☆24Updated 4 years ago
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆71Updated 6 years ago
- Lecture summarization with BERT☆152Updated 2 years ago
- CNN LSTM Seq2Seq Model for Abstractive Text Summarization☆23Updated 6 years ago
- Tutorial for first time BERT users,☆103Updated 2 years ago
- Paraphrase any question with T5 (Text-To-Text Transfer Transformer) - Pretrained model and training script provided☆186Updated 2 years ago
- Keras Implementation of Aspect based Sentiment Analysis☆152Updated 5 years ago
- Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF☆158Updated 4 years ago
- The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"☆121Updated 4 years ago
- Tensorflow re-implementation of GAN for text summarization☆135Updated 5 years ago
- This is the official code for Extractive Summarization of Long Documents by Combining Global and Local Context☆69Updated 4 years ago
- Keras Bi-LSTM-CRF for sequence tagging☆33Updated 6 years ago
- ☆38Updated 6 years ago
- BERT CRF model for Name Entity Recognition in pytorch☆29Updated 2 years ago
- celarex / STS-CNN-STSbenchmark-Semantic-Similarity-Semantic-Textual-Similarity-CNN-HCTI-Tensorflow-KerasA simple implementation of paper "HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate semantic textual similarity."☆31Updated 2 years ago