This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for ...

標準的な尤度トレーニングと近似デコーディングの目的が、言語モデルやストーリー生成などのオープンエンドタスクにおいて人間らしい応答を生み出すのが難しいことはよく知られています。本論文では、抽象的な文書要約におけるこれらのモデルの限界 ...

Abstract: Improving factual consistency in abstractive summarization has been a focus of recent research. One promising approach is the post-editing method. However, previous works have yet to make ...

Abstract: In the field of Natural Language Processing (NLP), the task of text summarization plays a vital role in understanding textual content and producing concise summaries. Text summarization ...