Generative Artificial Intelligence for Literature Reviews
Fuente:
arXiv
Saved in:
| Main Authors: | Wagner, Gerit, Prester, Julian, Mousavi, Reza, Lukyanenko, Roman, Pare, Guy |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Quantifying the Impact of CU: A Systematic Literature Review
by: Compton, Thomas
Published: (2025)
by: Compton, Thomas
Published: (2025)
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)
A Network Analysis Approach to Conlang Research Literature
by: Gonzalez, Simon
Published: (2024)
by: Gonzalez, Simon
Published: (2024)
Loci Similes: A Benchmark for Extracting Intertextualities in Latin Literature
by: Schelb, Julian, et al.
Published: (2026)
by: Schelb, Julian, et al.
Published: (2026)
The Literature Review Network: An Explainable Artificial Intelligence for Systematic Literature Reviews, Meta-analyses, and Method Development
by: Morriss, Joshua, et al.
Published: (2024)
by: Morriss, Joshua, et al.
Published: (2024)
SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature
by: Ding, Hang, et al.
Published: (2025)
by: Ding, Hang, et al.
Published: (2025)
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)
Publishing FAIR and Machine-actionable Reviews in Materials Science: The Case for Symbolic Knowledge in Neuro-symbolic Artificial Intelligence
by: D'Souza, Jennifer, et al.
Published: (2026)
by: D'Souza, Jennifer, et al.
Published: (2026)
Evaluating the Predictive Capacity of ChatGPT for Academic Peer Review Outcomes Across Multiple Platforms
by: Thelwall, Mike, et al.
Published: (2024)
by: Thelwall, Mike, et al.
Published: (2024)
LitLLMs, LLMs for Literature Review: Are we there yet?
by: Agarwal, Shubham, et al.
Published: (2024)
by: Agarwal, Shubham, et al.
Published: (2024)
Efficient Systematic Reviews: Literature Filtering with Transformers & Transfer Learning
by: Hawkins, John, et al.
Published: (2024)
by: Hawkins, John, et al.
Published: (2024)
Improving Citation Text Generation: Overcoming Limitations in Length Control
by: Mandal, Biswadip, et al.
Published: (2024)
by: Mandal, Biswadip, et al.
Published: (2024)
Generative AI and the future of scientometrics: current topics and future questions
by: Lepori, Benedetto, et al.
Published: (2025)
by: Lepori, Benedetto, et al.
Published: (2025)
CiteAssist: A System for Automated Preprint Citation and BibTeX Generation
by: Kaesberg, Lars Benedikt, et al.
Published: (2024)
by: Kaesberg, Lars Benedikt, et al.
Published: (2024)
Leveraging Large Language Models for Generating Research Topic Ontologies: A Multi-Disciplinary Study
by: Aggarwal, Tanay, et al.
Published: (2025)
by: Aggarwal, Tanay, et al.
Published: (2025)
Multi-Disciplinary Dataset Discovery from Citation-Verified Literature Contexts
by: Tan, Zhiyin, et al.
Published: (2026)
by: Tan, Zhiyin, et al.
Published: (2026)
Causal Effect of Group Diversity on Redundancy and Coverage in Peer-Reviewing
by: Goyal, Navita, et al.
Published: (2024)
by: Goyal, Navita, et al.
Published: (2024)
Commitment Checklist: Auditing Author Commitments in Peer Review
by: Chen, Chung-Chi, et al.
Published: (2026)
by: Chen, Chung-Chi, et al.
Published: (2026)
The Semantic Scholar Open Data Platform
by: Kinney, Rodney, et al.
Published: (2023)
by: Kinney, Rodney, et al.
Published: (2023)
Quantifying Similarity: Text-Mining Approaches to Evaluate ChatGPT and Google Bard Content in Relation to BioMedical Literature
by: Klimczak, Jakub, et al.
Published: (2024)
by: Klimczak, Jakub, et al.
Published: (2024)
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)
Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis
by: Yu, Jianxiang, et al.
Published: (2024)
by: Yu, Jianxiang, et al.
Published: (2024)
CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era
by: Shi, Kaiwen, et al.
Published: (2026)
by: Shi, Kaiwen, et al.
Published: (2026)
Vidya: An AI-Driven Modular Pipeline for Archival Automation and Semantic Metadata Enrichment
by: Filho, Cloter Migliorini, et al.
Published: (2026)
by: Filho, Cloter Migliorini, et al.
Published: (2026)
How Do We Engage with Other Disciplines? A Framework to Study Meaningful Interdisciplinary Discourse in Scholarly Publications
by: Sudharsan, Bagyasree, et al.
Published: (2026)
by: Sudharsan, Bagyasree, et al.
Published: (2026)
AnalyticsGPT: An LLM Workflow for Scientometric Question Answering
by: Ly, Khang, et al.
Published: (2026)
by: Ly, Khang, et al.
Published: (2026)
Digging Up Citations: FOSSIL, a Dataset and Workflow for Reference Extraction in Law and the Humanities
by: Foppiano, Luca, et al.
Published: (2026)
by: Foppiano, Luca, et al.
Published: (2026)
BibTeX Citation Hallucinations in Scientific Publishing Agents: Evaluation and Mitigation
by: Rao, Delip, et al.
Published: (2026)
by: Rao, Delip, et al.
Published: (2026)
Semantically Orthogonal Framework for Citation Classification: Disentangling Intent and Content
by: Duan, Changxu, et al.
Published: (2026)
by: Duan, Changxu, et al.
Published: (2026)
Designing large language model prompts to extract scores from messy text: A shared dataset and challenge
by: Thelwall, Mike
Published: (2026)
by: Thelwall, Mike
Published: (2026)
Quantifying the Knowledge Proximity Between Academic and Industry Research: An Entity and Semantic Perspective
by: Zhao, Hongye, et al.
Published: (2026)
by: Zhao, Hongye, et al.
Published: (2026)
Measuring research data reuse in scholarly publications using generative artificial intelligence: Open Science Indicator development and preliminary results
by: Cadwallader, Lauren, et al.
Published: (2026)
by: Cadwallader, Lauren, et al.
Published: (2026)
Institutional Books 1.0: A 242B token dataset from Harvard Library's collections, refined for accuracy and usability
by: Cargnelutti, Matteo, et al.
Published: (2025)
by: Cargnelutti, Matteo, et al.
Published: (2025)
An Evaluation of GPT-4V for Transcribing the Urban Renewal Hand-Written Collection
by: Lee, Myeong, et al.
Published: (2024)
by: Lee, Myeong, et al.
Published: (2024)
"Don't Teach Minerva": Guiding LLMs Through Complex Syntax for Faithful Latin Translation with RAG
by: Aguilar, Sergio Torres
Published: (2025)
by: Aguilar, Sergio Torres
Published: (2025)
Understanding Archives: Towards New Research Interfaces Relying on the Semantic Annotation of Documents
by: Gutehrlé, Nicolas, et al.
Published: (2024)
by: Gutehrlé, Nicolas, et al.
Published: (2024)
Unveiling Global Narratives: A Multilingual Twitter Dataset of News Media on the Russo-Ukrainian Conflict
by: Hakimov, Sherzod, et al.
Published: (2023)
by: Hakimov, Sherzod, et al.
Published: (2023)
Mapping the Past: Geographically Linking an Early 20th Century Swedish Encyclopedia with Wikidata
by: Ahlin, Axel, et al.
Published: (2024)
by: Ahlin, Axel, et al.
Published: (2024)
Hidden Entity Detection from GitHub Leveraging Large Language Models
by: Gan, Lu, et al.
Published: (2025)
by: Gan, Lu, et al.
Published: (2025)
A review of annotation classification tools in the educational domain
by: Gayoso-Cabada, Joaquín, et al.
Published: (2025)
by: Gayoso-Cabada, Joaquín, et al.
Published: (2025)
Similar Items
-
Quantifying the Impact of CU: A Systematic Literature Review
by: Compton, Thomas
Published: (2025) -
A Systematic Literature Review of Retrieval-Augmented Generation: Techniques, Metrics, and Challenges
by: Brown, Andrew, et al.
Published: (2025) -
A Network Analysis Approach to Conlang Research Literature
by: Gonzalez, Simon
Published: (2024) -
Loci Similes: A Benchmark for Extracting Intertextualities in Latin Literature
by: Schelb, Julian, et al.
Published: (2026) -
The Literature Review Network: An Explainable Artificial Intelligence for Systematic Literature Reviews, Meta-analyses, and Method Development
by: Morriss, Joshua, et al.
Published: (2024)