raufer / bert-summarization
Tensorflow implementation of an abstractive summarization model using pre-trained language models
☆42Updated last year
Alternatives and similar repositories for bert-summarization:
Users that are interested in bert-summarization are comparing it to the libraries listed below
- ☆121Updated 2 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
- A BERT-Transformer network for abstractive text summarization☆126Updated 2 years ago
- This is the official code for Extractive Summarization of Long Documents by Combining Global and Local Context☆69Updated 4 years ago
- Implementation of Nested Named Entity Recognition using BERT☆137Updated 3 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆108Updated 2 years ago
- Code, Models, and Data for the ACL 2019 paper "Scoring Sentence Singletons and Pairs for Abstractive Summarization"☆66Updated 2 years ago
- Text summarization starting from scratch.☆94Updated 8 months ago
- Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU☆98Updated 4 years ago
- Unsupervised approach to keyword extraction☆24Updated last year
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆71Updated 5 years ago
- Keyphrase Generation☆219Updated last year
- XLNet Extension in TensorFlow☆130Updated 4 years ago
- Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471☆139Updated 2 years ago
- Build a summarizer models combining transformers and pointing mechanism☆33Updated 5 years ago
- Fine-tune BERT to generate sentence embedding for cosine similarity☆69Updated 5 years ago
- Code for unsupervised aspect extraction, using Keras and its Backends☆91Updated last year
- AAAI-20 paper: Cross-Lingual Natural Language Generation via Pre-Training☆129Updated 3 years ago
- Deep Keyphrase Extraction using BERT☆258Updated 3 years ago
- Enriching BERT with Knowledge Graph Embedding for Document Classification (PyTorch)☆159Updated 5 years ago
- BERT fine-tuning for POS tagging task (Keras)☆78Updated 5 years ago
- This repo provides code and data used in our TANDA paper.☆108Updated 7 months ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆46Updated 4 years ago
- Tensorflow re-implementation of GAN for text summarization☆135Updated 5 years ago
- Pre-processing and in some cases downloading of datasets for the paper "Content Selection in Deep Learning Models of Summarization."☆78Updated 2 years ago
- ☆177Updated 6 years ago
- PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.☆151Updated 3 years ago
- reference tensorflow code for named entity tagging☆104Updated 3 years ago
- Named Entity Recognition as Dependency Parsing☆39Updated 4 years ago
- Large-Scale Multi-Label Text Classification on EU Legislation☆96Updated last year