【Reading List】【20190524】自动摘要

blog：

NN方法综述：https://blog.youkuaiyun.com/hohaizx/article/details/83506270

论文解析：https://blog.youkuaiyun.com/qq_30219017

综述文章：https://www.jiqizhixin.com/articles/2019-03-25-7

论文：

分享：The Curious Case of Neural Text Degeneration

抽取式：

0/1标记：

SummaRuNNer A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents

0/1标记+RL：

Neural Latent Extractive Document Summarization

打分排序+RL：

Ranking sentences for extractive summarization with reinforcement learning

打分排序一步走：

Neural Document Summarization by Jointly Learning to Score and Select Sentences

预训练：

Fine-tune BERT for Extractive Summarization

HIBERT Document Level Pre-training of Hierarchical Bidirectional Transformes for Document Summarization

生成式：

pointer-generater + converage：

Get To The Point-Summarization with Pointer-Generator Networks

RL：

A Deep Reinforced Model for Abstractive Summarization

Fast abstractive summarization with reinforce-selected sentence

预训练：

Sample Efficient Text Summarization Using a Single Pre-Trained Transformer

多任务：

Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation

抽取+生成：

A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss

图网络：

Structured Neural Summarization

Graph-based Neural Multi-Document Summarization