Popular GitHub Repositories for Abstractive Text Summarization

Deep Reinforcement Learning For Sequence to Sequence Models

Abstractive summarisation using Bert as encoder and Transformer Decoder

Abstractive Text Summarization using Transformer

Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.

A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.

[ACL-IJCNLP 2021] Self-Supervised Multimodal Opinion Summarization

An optimized Transformer based abstractive summarization model with Tensorflow

non-anonymized cnn/dailymail dataset for text summarization

Speaker Diarization + Speech to text + abstract summerization

SumSimple is a FastAPI-based text summarization service using traditional, non-LLM algorithms like SumBasic, Luhn, Edmundson, LexRank, TextRank, and LSA.

Corner stone seq2seq with attention (using bidirectional ltsm )

Summarizing text to extract key ideas and arguments

This repo contains the source code of the AMR (Abstract Meaning Representation) based approach for abstractive summarization. (ACL-SRW 2018)