JRC1995 / Abstractive-SummarizationLinks
Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
☆166Updated 5 years ago
Alternatives and similar repositories for Abstractive-Summarization
Users that are interested in Abstractive-Summarization are comparing it to the libraries listed below
Sorting:
- A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)☆79Updated 6 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆158Updated 6 years ago
- Tensorflow re-implementation of GAN for text summarization☆135Updated 5 years ago
- PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.☆151Updated 3 years ago
- Text summarization using seq2seq in Keras☆292Updated 3 years ago
- The implementation of text classification using character level convoultion neural networks using Keras☆150Updated 2 years ago
- Building QA system for Stanford Question Answering Dataset☆248Updated 7 years ago
- Abstractive summarisation using Bert as encoder and Transformer Decoder☆412Updated 2 years ago
- Python Framework for Extractive Text Summarization☆113Updated 3 years ago
- BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.☆56Updated 5 years ago
- Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"☆178Updated 5 years ago
- A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.☆66Updated 8 years ago
- Ranking Sentences for Extractive Summarization with Reinforcement Learning☆274Updated 5 years ago
- Implementation of the paper -> https://arxiv.org/abs/1709.00155. For converting information present in the form of structured data into n…☆188Updated 6 years ago
- Learning Framework for Neural Abstractive Text Summarization☆104Updated 5 years ago
- Text Generation using Bidirectional LSTM and Doc2Vec models☆62Updated 5 years ago
- How to use ELMo embeddings in Keras with Tensorflow Hub☆259Updated 6 years ago
- News summarization using sequence to sequence model with attention in TensorFlow.☆188Updated 7 years ago
- A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.☆82Updated 6 years ago
- A bidirectional LSTM with attention for multiclass/multilabel text classification.☆173Updated 11 months ago
- NLP model implementations with keras for beginner☆151Updated 2 years ago
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆321Updated 5 years ago
- A simple technique to integrate BERT from tf hub to keras☆258Updated 2 years ago
- Examine two sentences and determine whether they have the same meaning.☆224Updated 6 years ago
- Neural text-to-text question generation☆216Updated 4 years ago
- PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment☆107Updated 7 years ago
- A seq2seq model that can generate summaries from fine food reviews on Amazon.☆234Updated 7 years ago
- Accompanying code for the Medium article☆164Updated 5 years ago
- Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs☆365Updated 5 years ago
- State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.☆134Updated 5 years ago