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awesome-text-summarization

A curated list of resources dedicated to text summarization

big_data_analytics_for_healthcare

database-web-application

Flask-Based Database-Driven Web Application

embedding-poisoning

Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-HLT 2021)

esacl

Repo for Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gtranscribe

Generate transcript for Google ASR json files

language

Shared repository for open-sourced projects from the Google AI Language team.

matchsum

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

minimal-light

A simple and elegant jekyll theme for academic personal homepage

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

natural-questions

Natural Questions (NQ) contains real user questions issued to Google search, and answers found from Wikipedia by annotators. NQ is designed for the training and evaluation of automatic question answering systems.

news-crawler

A news crawler for BBC News, Reuters and New York Times.

nlp-beginner

NLP上手教程

nltk_data

NLTK Data

pegasus

podcast-summarization-baseline

pointer-generator

Tensorflow 1.x implementation for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

presumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

prophetnet

ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training https://arxiv.org/pdf/2001.04063.pdf

pub-analyzer

code for publication analysis

py-rouge

Full Python implementation of the ROUGE metric, producing same results as in the official perl implementation.

savvy-sue

Repo for CPEG 657/FSAN 850 class project

summarize-from-feedback

Code for "Learning to summarize from human feedback"

sumy

Module for automatic summarization of text documents and HTML pages.

tas

Repo for Topic-Guided Abstractive Text Summarization

text-augmentation

Common Text Data Augmentation Approaches in NLP

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"