nlp:scientific_text_processing

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Table of Contents

Scientific Text Processing

Scientific Text Processing

Overviews

Nasar et al 2018 - Information Extraction From Scientific Articles: A Survey

Papers

Predicting Co-authors

Citation Processing

2012 - Reference Scope Identification in Citing Sentences

Knowledge Base Construction

Hope et al 2021 - Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

Summarization

Cachola et al 2021 - TLDR: Extreme Summarization of Scientific Documents

Generating Papers

Generating Hypotheses

Yang et al 2023 - Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Datasets

Tools

Yamaguchi & Morishita 2023 - appjsonify: An Academic Paper PDF-to-JSON Conversion Toolkit
See methods section here: Vedak 2022 - ArXiv Citation Graph

Resources

People

Related Pages

Patent Domain NLP Some overlap with scientific domain nlp, especially for information extraction for patents

nlp/scientific_text_processing.1748811591.txt.gz · Last modified: 2025/06/01 20:59 by jmflanig