IwasakiYuuki / Bert-abstractive-text-summarization
Japanese Sentence Summarization with BERT
☆49Updated last year
Alternatives and similar repositories for Bert-abstractive-text-summarization:
Users that are interested in Bert-abstractive-text-summarization are comparing it to the libraries listed below
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆71Updated 5 years ago
- Tensorflow implementation of an abstractive summarization model using pre-trained language models☆42Updated 11 months ago
- Tutorial for first time BERT users,☆103Updated 2 years ago
- A BERT-Transformer network for abstractive text summarization☆126Updated 2 years ago
- Abstractive Text Summarization using Transformer☆167Updated last year
- This is the official code for Extractive Summarization of Long Documents by Combining Global and Local Context☆69Updated 4 years ago
- PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.☆151Updated 3 years ago
- ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation☆99Updated last year
- A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.☆67Updated 4 years ago
- Paraphrase any question with T5 (Text-To-Text Transfer Transformer) - Pretrained model and training script provided☆187Updated last year
- Lexical Simplification with Pretrained Encoders☆70Updated 4 years ago
- Implementation of paper "Learning to Encode Text as Human-Readable Summaries using GAN"☆66Updated 5 years ago
- LongSumm - Scientific Document Summarization Task☆74Updated 2 years ago
- ☆121Updated 2 years ago
- "End-to-End Abstractive Summarization for Meetings" paper - Unofficial PyTorch Implementation☆53Updated 2 years ago
- Tensorflow re-implementation of GAN for text summarization☆135Updated 5 years ago
- CrossWeigh: Training Named Entity Tagger from Imperfect Annotations☆177Updated 9 months ago
- Full Python implementation of the ROUGE metric, producing same results as in the official perl implementation.☆158Updated 5 years ago
- Generating responses with pretrained XLNet and GPT-2 in PyTorch.☆118Updated 2 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆108Updated 2 years ago
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆322Updated 5 years ago
- An optimized Transformer based abstractive summarization model with Tensorflow☆16Updated 2 years ago
- This repository contains the corpora and supplementary data, along with instructions for recreating the experiments, for our paper: "End-…☆91Updated 5 years ago
- BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.☆56Updated 5 years ago
- Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).☆20Updated 5 years ago
- code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment…☆189Updated last year
- Self-supervised NER prototype - updated version (69 entity types - 17 broad entity groups). Uses pretrained BERT models with no fine tuni…☆79Updated 2 years ago
- Implementation of Nested Named Entity Recognition using BERT☆137Updated 3 years ago
- SUPERT: Unsupervised multi-document summarization evaluation & generation☆94Updated 2 years ago
- Learning Framework for Neural Abstractive Text Summarization☆104Updated 5 years ago