raufer / bert-summarization
Tensorflow implementation of an abstractive summarization model using pre-trained language models
☆41Updated 9 months ago
Alternatives and similar repositories for bert-summarization:
Users that are interested in bert-summarization are comparing it to the libraries listed below
- ☆122Updated 2 years ago
- A BERT-Transformer network for abstractive text summarization☆124Updated 2 years ago
- Text summarization starting from scratch.☆94Updated 5 months ago
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆71Updated 5 years ago
- Fine-tune BERT to generate sentence embedding for cosine similarity☆69Updated 5 years ago
- Code, Models, and Data for the ACL 2019 paper "Scoring Sentence Singletons and Pairs for Abstractive Summarization"☆66Updated 2 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
- This is the official code for Extractive Summarization of Long Documents by Combining Global and Local Context☆69Updated 4 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
- Build a summarizer models combining transformers and pointing mechanism☆33Updated 5 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆108Updated 2 years ago
- Code for ACL 2019 paper on Data-to-text Generation with Entity Modeling☆73Updated 3 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆155Updated 6 years ago
- Code for AAAI 2019 paper on Data-to-Text Generation with Content Selection and Planning☆163Updated 3 years ago
- Using BERT For Classifying Documents with Long Texts, check my latest post: https://armandolivares.tech/☆41Updated 5 years ago
- ☆177Updated 6 years ago
- AAAI-20 paper: Cross-Lingual Natural Language Generation via Pre-Training☆129Updated 3 years ago
- architectures and pre-trained models for long document classification.☆154Updated 4 years ago
- Keras Bi-LSTM-CRF for sequence tagging☆33Updated 6 years ago
- a Fairseq fork for sequence tagging/labeling tasks☆31Updated 4 years ago
- Code for ACL 2019 paper: "Searching for Effective Neural Extractive Summarization: What Works and What's Next"☆90Updated 3 years ago
- Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019☆230Updated 5 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆46Updated 4 years ago
- Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers☆159Updated 4 years ago
- Implementation of Nested Named Entity Recognition using BERT☆137Updated 3 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆123Updated 5 years ago
- Named Entity Recognition with BERT using TensorFlow 2.0☆212Updated 2 years ago
- Language-agnostic BERT Sentence Embedding (LaBSE)☆146Updated 4 years ago
- This repository tries to implement BERT for NER by trying to follow the paper using transformers library☆22Updated 6 months ago