Multi-document scientific summarization from a knowledge graph-centric view

P Wang, S Li, K Pang, L He, D Li, J Tang… - arXiv preprint arXiv …, 2022 - arxiv.org
Multi-Document Scientific Summarization (MDSS) aims to produce coherent and concise
summaries for clusters of topic-relevant scientific papers. This task requires precise …

Citebench: A benchmark for scientific citation text generation

M Funkquist, I Kuznetsov, Y Hou, I Gurevych - arXiv preprint arXiv …, 2022 - arxiv.org
Science progresses by building upon the prior body of knowledge documented in scientific
publications. The acceleration of research makes it hard to stay up-to-date with the recent …

[PDF][PDF] Abstractive Related Work Generation: a Span Based Approach

B Mandal - 2022 - utd-ir.tdl.org
The literature review is a crucial part of conducting and publishing academic research. It
provides background of prior works and highlights the novelties of the current research. The …

Transformer Encoder-Decoder モデルによるサーベイ論文の自動生成

笠西哲, 磯沼大, 森純一郎, 坂田一郎 - 人工知能学会全国大会論文集 …, 2022 - jstage.jst.go.jp
抄録 研究者が新たな分野に進出するとき, 分野の研究動向や最新の論文をまとめたサーベイ論文
は大きな助けとなる. しかし, サーベイ論文を執筆するためには当該分野に関する深い知識が必要 …