raufer / bert-summarization
Tensorflow implementation of an abstractive summarization model using pre-trained language models
☆41Updated 4 months ago
Related projects: ⓘ
- ☆121Updated last year
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆108Updated 2 years ago
- A BERT-Transformer network for abstractive text summarization☆124Updated last year
- Fine-tune BERT to generate sentence embedding for cosine similarity☆70Updated 5 years ago
- Unsupervised approach to keyword extraction☆24Updated last year
- Named Entity Recognition with BERT using TensorFlow 2.0☆212Updated last year
- BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.☆56Updated 4 years ago
- The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"☆120Updated 3 years ago
- Text summarization starting from scratch.☆94Updated 3 weeks ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆125Updated 5 years ago
- XLNet Extension in TensorFlow☆131Updated 3 years ago
- BERT fine-tuning for POS tagging task (Keras)☆73Updated 5 years ago
- PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.☆148Updated 2 years ago
- architectures and pre-trained models for long document classification.☆153Updated 3 years ago
- Tensorflow re-implementation of GAN for text summarization☆134Updated 4 years ago
- Deep Keyphrase Extraction using BERT☆254Updated 2 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆46Updated 4 years ago
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆71Updated 5 years ago
- Japanese Sentence Summarization with BERT☆48Updated last year
- Implementation of Nested Named Entity Recognition using BERT☆138Updated 2 years ago
- Document ranking via sentence modeling using BERT☆143Updated last year
- ☆165Updated last year
- Keyphrase Generation☆216Updated last year
- Using BERT For Classifying Documents with Long Texts, check my latest post: https://armandolivares.tech/☆40Updated 4 years ago
- This is the official code for Extractive Summarization of Long Documents by Combining Global and Local Context☆69Updated 3 years ago
- ☆68Updated 2 years ago
- Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers☆159Updated 3 years ago
- code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment…☆188Updated last year
- Keras Bi-LSTM-CRF for sequence tagging☆33Updated 6 years ago
- Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471☆137Updated last year