Concepedia

Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization

Byron Wallace, Sayantan Saha, Frank Soboczenski, Iain Marshall

PubMed · 2020 · 10 citations · 20 references

DOIFull text

Open access

Concepts

Abstract

evaluating the factuality of generated narrative evidence syntheses using models that infer the directionality of reported findings.

References

20

HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case

Yinhan Liu, Myle Ott, Jingfei Du et al. · DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2019 · 17.3K citations · Full text

, , +13

Get To The Point: Summarization with Pointer-Generator Networks

Abigail See, Peter J. Liu, Christopher D. Manning · 2017 · 3.9K citations · Full text

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HuggingFace's Transformers: State-of-the-art Natural Language Processing

Thomas Wolf, Lysandre Debut, Victor Sanh et al. · arXiv (Cornell University) · 2019 · 3.1K citations · Full text

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Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization

Shashi Narayan, Shay B. Cohen, Mirella Lapata · 2018 · 1.2K citations · Full text

, , +16

Advances in Automatic Text Summarization

Elizabeth D. Liddy · Information Retrieval · 2001 · 693 citations

, , +11