Long Document Summarization Papers

Code for ACL 2022 paper on the topic of long document summarization: MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes

The official code of EMNLP 2022, "How Far are We from Robust Long Abstractive Summarization?".

💵 Code for Less is More for Long Document Summary Evaluation by LLMs (Wu*, Iso* et al; EACL 2024)

[NAACL 2024] Source code for our paper"Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level"

Summarize Long Document with Pretrained sequence-to-sequence LM with long-range attention!

compiles and parses the summarization gauntlet and results from various models into a dataset-like format

A Very long (>10,000 words) version of scientific papers dataset

An Efficient Memory-Enhanced Language Model for Long Document Summarization

Your personal AI turns long, boring text into a concise summary + quiz.