TransformerSum
latest
General:
About
Getting Started
Main Script
Differences from PreSumm/BertSum
General API Reference
Extractive:
Extractive Pre-trained Models & Results
Extractive Supported Datasets
Convert Abstractive to Extractive Dataset
Automatic Preprocessing
Training an Extractive Summarization Model
Experiments
Extractive API Reference
Abstractive:
Abstractive Pre-trained Models & Results
Abstractive Supported Datasets
Training an Abstractive Summarization Model
Abstractive API Reference
TransformerSum
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TransformerSum: Summarization Training and Inference Library
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TransformerSum: Summarization Training and Inference Library
General:
About
Overview
Features
Significant People
Extractive vs Abstractive Summarization
ROUGE Scores
Getting Started
Install
Tutorial
Long Sequence Summarization
Main Script
Differences from PreSumm/BertSum
General
Converting a Dataset to Extractive
Pooling for Extractive Models
Data for Extractive Models
Extractive Model and Training
Abstractive Model and Training
Where
BertSum
is Better
General API Reference
Helpers
Extractive:
Extractive Pre-trained Models & Results
Notes
CNN/DM
WikiHow
arXiv-PubMed
Extractive Supported Datasets
CNN/DM
WikiHow
PubMed/ArXiv
Convert Abstractive to Extractive Dataset
Overview
Option 1: Manual Data Download
Option 2: Automatic pre-processing through
nlp
Convert To Extractive Tips
Custom Datasets
Script Help
Automatic Preprocessing
Training an Extractive Summarization Model
Details
Pooling Modes
Custom Models
Script Help
Experiments
Version 3
Version 2
Version 1
Extractive API Reference
Model/Module
Data
Pooling
Classifier
Convert To Extractive
Abstractive:
Abstractive Pre-trained Models & Results
BART Converted to LongformerEncoderDecoder
arXiv-PubMed
Individual ArXiv and PubMed models
Abstractive Supported Datasets
Custom Datasets
Training an Abstractive Summarization Model
Example
Abstractive Long Summarization
Script Help
Abstractive API Reference
Model/Module
Indices and tables
Index
Module Index
Search Page