zwc12 / SummarizationLinks
A sequence to sequence model for abstractive text summarization
☆78Updated 7 years ago
Alternatives and similar repositories for Summarization
Users that are interested in Summarization are comparing it to the libraries listed below
Sorting:
- Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"☆150Updated 6 years ago
- Neural network toolkit for sentence pair modeling.☆304Updated 4 years ago
- ☆317Updated 2 years ago
- About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.☆190Updated 4 years ago
- ☆117Updated 5 years ago
- Aspect Based Sentiment Analysis using End-to-End Memory Networks☆196Updated 7 years ago
- Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet☆60Updated 7 years ago
- Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.☆124Updated 5 years ago
- Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow☆143Updated 8 years ago
- Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow☆33Updated 5 years ago
- LexDecomp is an implementation of the Answer Selection (AS) model proposed in the paper Sentence Similarity Learning by Lexical Decomposi…☆53Updated 7 years ago
- The PyTorch Implementation of SummaRuNNer☆254Updated 3 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆159Updated 6 years ago
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆56Updated 6 years ago
- Using pre trained word embeddings (Fasttext, Word2Vec)☆158Updated 7 years ago
- Deep Semantic Role Labeling with Self-Attention☆307Updated 5 years ago
- Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail☆199Updated 3 years ago
- Pytorch implementation for paper of "A DEEP REINFORCED MODEL FOR ABSTRACTIVE SUMMARIZATION". https://arxiv.org/abs/1705.04304☆158Updated 7 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)☆144Updated 3 years ago
- TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.☆135Updated 7 years ago
- TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Rel…☆188Updated 6 years ago
- Ranking Sentences for Extractive Summarization with Reinforcement Learning☆274Updated 5 years ago
- Castorini data☆57Updated 7 years ago
- Abstractive Summarization IJCAI paper code☆28Updated 6 years ago
- biLSTM/CNN based deep learning framework for Question Answer Selection.☆75Updated 7 years ago
- System for generating meaningful summaries of retrieved documents, specific to query text using Deep Attention Models☆17Updated 7 years ago
- Tensorflow implementation of SummaRuNNer☆42Updated 6 years ago
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"☆147Updated 6 years ago
- Convolution neural network for relation extraction between two given entities☆175Updated 9 years ago
- ☆78Updated 6 years ago