The Literature Review Network: An Explainable Artificial Intelligence for Systematic Literature Reviews, Meta-analyses, and Method Development
Fuente:
arXiv
Saved in:
| Main Authors: | Morriss, Joshua, Brindle, Tod, Rösman, Jessica Bah, Reibsamen, Daniel, Enz, Andreas |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Generative Artificial Intelligence for Literature Reviews
by: Wagner, Gerit, et al.
Published: (2026)
by: Wagner, Gerit, et al.
Published: (2026)
More Parameters Than Populations: A Systematic Literature Review of Large Language Models within Survey Research
by: Buskirk, Trent D., et al.
Published: (2025)
by: Buskirk, Trent D., et al.
Published: (2025)
AI Governance in the Context of the EU AI Act: A Bibliometric and Literature Review Approach
by: Kim, Byeong-Je, et al.
Published: (2025)
by: Kim, Byeong-Je, et al.
Published: (2025)
What Does Information Science Offer for Data Science Research?: A Review of Data and Information Ethics Literature
by: Lund, Brady D., et al.
Published: (2025)
by: Lund, Brady D., et al.
Published: (2025)
Artificial Intelligence and Journalism: A Systematic Bibliometric and Thematic Analysis of Global Research
by: Molla, Mohammad Al Masum, et al.
Published: (2025)
by: Molla, Mohammad Al Masum, et al.
Published: (2025)
Application of Module to Coding Theory: A Systematic Literature Review
by: Faldiyan, Muhammad, et al.
Published: (2024)
by: Faldiyan, Muhammad, et al.
Published: (2024)
Measuring the Potential of Scientific Literature: A Network-Based Approach to Identifying Paradigm-Shifting Research
by: James, Sarah
Published: (2025)
by: James, Sarah
Published: (2025)
Exploring Citation Diversity in Scholarly Literature: An Entropy-Based Approach
by: Banerjee, Suchismita, et al.
Published: (2024)
by: Banerjee, Suchismita, et al.
Published: (2024)
Quantifying the Impact of CU: A Systematic Literature Review
by: Compton, Thomas
Published: (2025)
by: Compton, Thomas
Published: (2025)
A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence
by: Zhao, Penghai, et al.
Published: (2024)
by: Zhao, Penghai, et al.
Published: (2024)
SWARM-SLR AIssistant: A Unified Framework for Scalable Systematic Literature Review Automation
by: Wittenborg, Tim, et al.
Published: (2026)
by: Wittenborg, Tim, et al.
Published: (2026)
Practical Author Name Disambiguation under Metadata Constraints: A Contrastive Learning Approach for Astronomy Literature
by: Olivo, Vicente Amado, et al.
Published: (2025)
by: Olivo, Vicente Amado, et al.
Published: (2025)
Trends in Equal-Contribution Authorship: A Large-Scale Bibliometric Analysis of Biomedical Literature
by: Xu, Binbin
Published: (2026)
by: Xu, Binbin
Published: (2026)
A Randomized Controlled Trial on Anonymizing Reviewers to Each Other in Peer Review Discussions
by: Rastogi, Charvi, et al.
Published: (2024)
by: Rastogi, Charvi, et al.
Published: (2024)
SWARM-SLR -- Streamlined Workflow Automation for Machine-actionable Systematic Literature Reviews
by: Wittenborg, Tim, et al.
Published: (2024)
by: Wittenborg, Tim, et al.
Published: (2024)
Rethinking Review Citations: Impact on Scientific Integrity
by: Aguilar-Ruiz, Jesus S.
Published: (2025)
by: Aguilar-Ruiz, Jesus S.
Published: (2025)
Leveraging LLMs for Semi-Automatic Corpus Filtration in Systematic Literature Reviews
by: Joos, Lucas, et al.
Published: (2025)
by: Joos, Lucas, et al.
Published: (2025)
Gender and Discipline Shape Length, Content and Tone of Grant Peer Review Reports
by: Müller, Stefan, et al.
Published: (2025)
by: Müller, Stefan, et al.
Published: (2025)
A Dynamical Cartography of the Epistemic Diffusion of Artificial Intelligence in Neuroscience
by: Fontaine, Sylvain
Published: (2025)
by: Fontaine, Sylvain
Published: (2025)
Is Artificial Intelligence Reshaping the Landscape of the International Academic Community of Geosciences?
by: Li, Liang, et al.
Published: (2025)
by: Li, Liang, et al.
Published: (2025)
AgentSLR: Automating Systematic Literature Reviews in Epidemiology with Agentic AI
by: Padarha, Shreyansh, et al.
Published: (2026)
by: Padarha, Shreyansh, et al.
Published: (2026)
Unleashing the Power of AI. A Systematic Review of Cutting-Edge Techniques in AI-Enhanced Scientometrics, Webometrics, and Bibliometrics
by: Saeidnia, Hamid Reza, et al.
Published: (2024)
by: Saeidnia, Hamid Reza, et al.
Published: (2024)
SyROCCo: Enhancing Systematic Reviews using Machine Learning
by: Fang, Zheng, et al.
Published: (2024)
by: Fang, Zheng, et al.
Published: (2024)
Large Language Models for Web Accessibility: A Systematic Literature Review
by: Aljedaani, Wajdi, et al.
Published: (2026)
by: Aljedaani, Wajdi, et al.
Published: (2026)
LLM-Generated or Human-Written? Comparing Review and Non-Review Papers on ArXiv
by: Elazar, Yanai, et al.
Published: (2026)
by: Elazar, Yanai, et al.
Published: (2026)
Efficient Systematic Reviews: Literature Filtering with Transformers & Transfer Learning
by: Hawkins, John, et al.
Published: (2024)
by: Hawkins, John, et al.
Published: (2024)
Streamlining the Selection Phase of Systematic Literature Reviews (SLRs) Using AI-Enabled GPT-4 Assistant API
by: Jafari, Seyed Mohammad Ali
Published: (2024)
by: Jafari, Seyed Mohammad Ali
Published: (2024)
Interactive Evidence Maps for Visualizing and Understanding Systematic Reviews
by: Mallavarapu, Aditi, et al.
Published: (2026)
by: Mallavarapu, Aditi, et al.
Published: (2026)
PubMed and Beyond: Biomedical Literature Search in the Age of Artificial Intelligence
by: Jin, Qiao, et al.
Published: (2023)
by: Jin, Qiao, et al.
Published: (2023)
Position: The Artificial Intelligence and Machine Learning Community Should Adopt a More Transparent and Regulated Peer Review Process
by: Yang, Jing
Published: (2025)
by: Yang, Jing
Published: (2025)
Who Are Tweeting About Academic Publications? A Systematic Review and Meta-Analysis of Altmetric Studies
by: Maleki, Ashraf, et al.
Published: (2023)
by: Maleki, Ashraf, et al.
Published: (2023)
Commitment Checklist: Auditing Author Commitments in Peer Review
by: Chen, Chung-Chi, et al.
Published: (2026)
by: Chen, Chung-Chi, et al.
Published: (2026)
Cutting Through the Clutter: The Potential of LLMs for Efficient Filtration in Systematic Literature Reviews
by: Joos, Lucas, et al.
Published: (2024)
by: Joos, Lucas, et al.
Published: (2024)
LLAssist: Simple Tools for Automating Literature Review Using Large Language Models
by: Haryanto, Christoforus Yoga
Published: (2024)
by: Haryanto, Christoforus Yoga
Published: (2024)
A Systematic Literature Review of Retrieval-Augmented Generation: Techniques, Metrics, and Challenges
by: Brown, Andrew, et al.
Published: (2025)
by: Brown, Andrew, et al.
Published: (2025)
Beyond the Lens: Quantifying the Impact of Scientific Documentaries through Amazon Reviews
by: Naiman, Jill, et al.
Published: (2025)
by: Naiman, Jill, et al.
Published: (2025)
Network Analysis, Plot Theory: Revisiting French Literature through Character Networks
by: Chen, Newman, et al.
Published: (2024)
by: Chen, Newman, et al.
Published: (2024)
Evolution of Research Method Usage Across the Academic Careers of Library and Information Science Scholars
by: Hao, Jiayi, et al.
Published: (2026)
by: Hao, Jiayi, et al.
Published: (2026)
Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting
by: Bilal, Iman Munire, et al.
Published: (2024)
by: Bilal, Iman Munire, et al.
Published: (2024)
Quantifying the Benefit of Artificial Intelligence for Scientific Research
by: Gao, Jian, et al.
Published: (2023)
by: Gao, Jian, et al.
Published: (2023)
Similar Items
-
Generative Artificial Intelligence for Literature Reviews
by: Wagner, Gerit, et al.
Published: (2026) -
More Parameters Than Populations: A Systematic Literature Review of Large Language Models within Survey Research
by: Buskirk, Trent D., et al.
Published: (2025) -
AI Governance in the Context of the EU AI Act: A Bibliometric and Literature Review Approach
by: Kim, Byeong-Je, et al.
Published: (2025) -
What Does Information Science Offer for Data Science Research?: A Review of Data and Information Ethics Literature
by: Lund, Brady D., et al.
Published: (2025) -
Artificial Intelligence and Journalism: A Systematic Bibliometric and Thematic Analysis of Global Research
by: Molla, Mohammad Al Masum, et al.
Published: (2025)