chriskhanhtran / bert-extractive-summarization
MobileBERT and DistilBERT for extractive summarization
☆88Updated last year
Alternatives and similar repositories for bert-extractive-summarization:
Users that are interested in bert-extractive-summarization are comparing it to the libraries listed below
- Tutorial for first time BERT users,☆102Updated 2 years ago
- Extractive Document Summarization Based on Convolutional Neural Networks☆54Updated 6 years ago
- Paraphrase any question with T5 (Text-To-Text Transfer Transformer) - Pretrained model and training script provided☆188Updated last year
- Text summarization with python and transformer☆13Updated last year
- A simple approach to use GPT2-medium (345M) for generating high quality text summaries with minimal training.☆156Updated 2 years ago
- Abstractive and Extractive Text summarization using Transformers.☆82Updated last year
- Japanese Sentence Summarization with BERT☆49Updated last year
- LongSumm - Scientific Document Summarization Task☆74Updated 2 years ago
- Use Language Model (LM) for Grammar Error Correction (GEC), without the use of annotated data.☆83Updated 5 years ago
- A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.☆67Updated 4 years ago
- Abstractive Text Summarization using Transformer☆165Updated last year
- ☆66Updated 4 years ago
- pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch …☆80Updated 2 years ago
- BERT Question and Answer system meant and works well for only limited number of words summary like 1 to 2 paragraphs only. It can’t be ab…☆113Updated 3 years ago
- Lexical Simplification with Pretrained Encoders☆70Updated 4 years ago
- Fine-tune transformers with pytorch-lightning☆44Updated 2 years ago
- BERT fine-tuning for POS tagging task (Keras)☆75Updated 5 years ago
- shabeelkandi / Handling-Out-of-Vocabulary-Words-in-Natural-Language-Processing-using-Language-Modelling☆68Updated 5 years ago
- Summarization Task using Bart and T5 models.☆169Updated 4 years ago
- Zero-shot Transfer Learning from English to Arabic☆29Updated 2 years ago
- On Generating Extended Summaries of Long Documents☆78Updated 4 years ago
- ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation☆100Updated last year
- Keyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and othe…☆114Updated 5 years ago
- Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).☆20Updated 5 years ago
- Lecture summarization with BERT☆149Updated 2 years ago
- Named Entity Recognition with Pretrained XLM-RoBERTa☆88Updated 3 years ago
- Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive…☆429Updated last year
- A collection of task-specific NLU datasets☆148Updated 2 years ago
- A repo to explore different NLP tasks which can be solved using T5☆172Updated 4 years ago
- A collection of preprocessed datasets and pretrained models for generating paraphrases.☆29Updated 3 years ago