Growth rates of modern science: A bibliometric analysis based on the number of publications and cited references
Not on the map. Why?
Abstract (arXiv)
Many studies in information science have looked at the growth of science. In this study, we re-examine the question of the growth of science. To do this we (i) use current data up to publication year 2012 and (ii) analyse it across all disciplines and also separately for the natural sciences and for the medical and health sciences. Furthermore, the data are analysed with an advanced statistical technique - segmented regression analysis - which can identify specific segments with similar growth rates in the history of science. The study is based on two different sets of bibliometric data: (1) The number of publications held as source items in the Web of Science (WoS, Thomson Reuters) per publication year and (2) the number of cited references in the publications of the source items per cited reference year. We have looked at the rate at which science has grown since the mid-1600s. In our analysis of cited references we identified three growth phases in the development of science, which each led to growth rates tripling in comparison with the previous phase: from less than 1% up to the middle of the 18th century, to 2 to 3% up to the period between the two world wars and 8 to 9% to 2012.
Key facts. Cited by 64 papers in the map (data through 14 Oct 2026). First posted on arXiv 19 Feb 2014.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2021: 7; 2022: 8; 2023: 4; 2024: 18; 2025: 10; 2026: 17.
64 papers.
Sort:
By area:
- 2024MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizationscited by 183
- 2024Large language models surpass human experts in predicting neuroscience resultscited by 69
- 2021Can We Automate Scientific Reviewing?cited by 63
- 2024Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluationcited by 41
- 2023Natural Language Processing in the Legal Domaincited by 38
- 2024Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysiscited by 33
- 2024Artificial Intelligence for Literature Reviews: Opportunities and Challengescited by 30
- 2021Keyphrase Generation for Scientific Document Retrievalcited by 23
- 2024ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publicationscited by 20
- 2023SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generationcited by 17
- 2024LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesiscited by 13
- 2022X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documentscited by 12
38 more
- 2021Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Paperscited by 11
- 2025From Replication to Redesign: Exploring Pairwise Comparisons for LLM-Based Peer Reviewcited by 11
- 2024Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Fieldcited by 10
- 2022Computer Science Named Entity Recognition in the Open Research Knowledge Graphcited by 9
- 2022Does the Market of Citations Reward Reproducible Work?cited by 8
- 2023Zero-shot Entailment of Leaderboards for Empirical AI Researchcited by 6
- 2024Good Idea or Not, Representation of LLM Could Tellcited by 6
- 2024Knowledge-Centric Templatic Views of Documentscited by 5
- 2024The complementary contributions of academia and industry to AI researchcited by 4
- 2024KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Modelscited by 4
- 2024Streamlining Systematic Reviews: A Novel Application of Large Language Modelscited by 4
- 2025Are the confidence scores of reviewers consistent with the review content? Evidence from top conference proceedings in AIcited by 4
- 2025SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literaturecited by 4
- 2025SciPostGen: Bridging the Gap between Scientific Papers and Poster Layoutscited by 4
- 2022Keyword Extraction in Scientific Documentscited by 3
- 2022Knowledge Graph Induction enabling Recommending and Trend Analysis: A Corporate Research Community Use Casecited by 2
- 2024AceMap: Knowledge Discovery through Academic Graphcited by 2
- 2024SEAGraph: Unveiling the Whole Story of Paper Review Commentscited by 2
- 2025Enhancing Keyphrase Extraction from Academic Articles Using Section Structure Informationcited by 2
- 2025Modelling and Classifying the Components of a Literature Reviewcited by 2
- 2025FOS: A Large-Scale Temporal Graph Benchmark for Scientific Interdisciplinary Link Predictioncited by 2
- 2026The 17% Gap: Quantifying Epistemic Decay in AI-Assisted Survey Paperscited by 2
- 2026SciMDR: Advancing Scientific Multimodal Document Reasoningcited by 2
- 2026Towards Recursive Self-Evolving Agentic Literature Retrievalcited by 2
- 2021Chronological Citation Recommendation with Time Preferencecited by 1
- 2021Generating automatically labeled data for author name disambiguation: An iterative clustering methodcited by 1
- 2021LG4AV: Combining Language Models and Graph Neural Networks for Author Verificationcited by 1
- 2022SciEv: Finding Scientific Evidence Papers for Scientific Newscited by 1
- 2026SCALE: Scientific Concept Aggregation via LLMs and Embeddings for Fine-Grained Taxonomy Extensioncited by 1
- 2021Advances in Electron Microscopy with Deep Learningcited by 0
- 2022Domain Adaptive Pretraining for Multilingual Acronym Extractioncited by 0
- 2022On the evolution of research in hypersonics: application of natural language processing and machine learningcited by 0
- 2023Late-Binding Scholarship in the Age of AI: Navigating Legal and Normative Challenges of a New Form of Knowledge Productioncited by 0
- 2024Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Likecited by 0
- 2024PyZoBot: A Platform for Conversational Information Extraction and Synthesis from Curated Zotero Reference Libraries through Advanced Retrieval-Augmented Generationcited by 0
- 2024Towards unearthing neglected climate innovations from scientific literature using Large Language Modelscited by 0
- 2025A Hybrid AI Methodology for Generating Ontologies of Research Topics from Scientific Paper Corporacited by 0
- 2025Examining the Relationship between Scientific Publishing Activity and Hype-Driven Financial Bubbles: A Comparison of the Dot-Com and AI Erascited by 0
50 most cited of 64 All 64 (JSON)
- 2026Writerslogic at the CLEF 2026 SimpleText Track: Multi-Candidate LLM Simplification and Stacked Complexity Spotting2 Oct 2026
- 2026ATTRICITE: Training an Open 4B Model for Citation Recovery toward Faithful Attribution13 Sep 2026
- 2026ReCite: Agentic Reasoning for Faithful Citation8 Sep 2026
- 2026SALSA: Semi-Autonomous Literature Summarization Assistant1 Sep 2026
- 2026Deep Academic Survey: Stateful Agentic Closed-Loop Paradigm for Academic Survey Automation18 Aug 2026
- 2026SCALE: Scientific Concept Aggregation via LLMs and Embeddings for Fine-Grained Taxonomy Extension7 Aug 2026
- 2026Towards a new paradigm of scientific discovery with socialized artificial intelligence3 Aug 2026
- 2026From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics23 Jul 2026
- 2026Using Human-LLM Disagreement to Improve Checklist-Based Quality Appraisal30 Jun 2026
- 2026Extracting Problem and Method Sentence from Scientific Papers: A Context-enhanced Transformer Using Formulaic Expression Desensitization25 Jun 2026
- 2026Measuring Research Difficulty of Academic Papers: A Case Study in Natural Language Processing24 Jun 2026
- 2026AutoTail-BSFGM: Class-Balance-Aware Fine-Tuning for Chinese Scholarly Text Classification2 Jun 2026
38 more
- 2026CitePrism: Human-in-the-Loop AI for Citation Auditing and Editorial Integrity15 May 2026
- 2026Towards Recursive Self-Evolving Agentic Literature Retrieval14 May 2026
- 2026Prompt Chaining in Practice: A Case Study in Automated Scholarly Report Generation6 May 2026
- 2026SciMDR: Advancing Scientific Multimodal Document Reasoning12 Mar 2026
- 2026The 17% Gap: Quantifying Epistemic Decay in AI-Assisted Survey Papers24 Jan 2026
- 2025Intelligent Scientific Literature Explorer using Machine Learning (ISLE)14 Dec 2025
- 2025SciPostGen: Bridging the Gap between Scientific Papers and Poster Layouts27 Nov 2025
- 2025FOS: A Large-Scale Temporal Graph Benchmark for Scientific Interdisciplinary Link Prediction23 Nov 2025
- 2025SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature18 Nov 2025
- 2025Examining the Relationship between Scientific Publishing Activity and Hype-Driven Financial Bubbles: A Comparison of the Dot-Com and AI Eras15 Sep 2025
- 2025Modelling and Classifying the Components of a Literature Review6 Aug 2025
- 2025A Hybrid AI Methodology for Generating Ontologies of Research Topics from Scientific Paper Corpora6 Aug 2025
- 2025From Replication to Redesign: Exploring Pairwise Comparisons for LLM-Based Peer Review12 Jun 2025
- 2025Are the confidence scores of reviewers consistent with the review content? Evidence from top conference proceedings in AI21 May 2025
- 2025Enhancing Keyphrase Extraction from Academic Articles Using Section Structure Information20 May 2025
- 2024SEAGraph: Unveiling the Whole Story of Paper Review Comments16 Dec 2024
- 2024Streamlining Systematic Reviews: A Novel Application of Large Language Models14 Dec 2024
- 2024Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field11 Dec 2024
- 2024Towards unearthing neglected climate innovations from scientific literature using Large Language Models15 Nov 2024
- 2024LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis27 Sep 2024
- 2024Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation23 Sep 2024
- 2024Good Idea or Not, Representation of LLM Could Tell7 Sep 2024
- 2024Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis9 Jul 2024
- 2024MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations1 Jul 2024
- 2024PyZoBot: A Platform for Conversational Information Extraction and Synthesis from Curated Zotero Reference Libraries through Advanced Retrieval-Augmented Generation13 May 2024
- 2024KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models15 Apr 2024
- 2024Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Like1 Apr 2024
- 2024ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications8 Mar 2024
- 2024AceMap: Knowledge Discovery through Academic Graph5 Mar 2024
- 2024Large language models surpass human experts in predicting neuroscience results4 Mar 2024
- 2024Artificial Intelligence for Literature Reviews: Opportunities and Challenges13 Feb 2024
- 2024Knowledge-Centric Templatic Views of Documents13 Jan 2024
- 2024The complementary contributions of academia and industry to AI research4 Jan 2024
- 2023SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation24 May 2023
- 2023Late-Binding Scholarship in the Age of AI: Navigating Legal and Normative Challenges of a New Form of Knowledge Production4 May 2023
- 2023Zero-shot Entailment of Leaderboards for Empirical AI Research29 Mar 2023
- 2023Natural Language Processing in the Legal Domain23 Feb 2023
- 2022On the evolution of research in hypersonics: application of natural language processing and machine learning17 Aug 2022
50 newest of 64 All 64 (JSON)
- 2024MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizationscited by 183
- 2024Large language models surpass human experts in predicting neuroscience resultscited by 69
- 2021Can We Automate Scientific Reviewing?cited by 63
- 2024Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluationcited by 41
- 2023Natural Language Processing in the Legal Domaincited by 38
- 2024Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysiscited by 33
- 2024Artificial Intelligence for Literature Reviews: Opportunities and Challengescited by 30
- 2021Keyphrase Generation for Scientific Document Retrievalcited by 23
- 2024ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publicationscited by 20
- 2023SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generationcited by 17
- 2024LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesiscited by 13
- 2022X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documentscited by 12
12 most cited of 60 All 60 (JSON)
- 2026Writerslogic at the CLEF 2026 SimpleText Track: Multi-Candidate LLM Simplification and Stacked Complexity Spotting2 Oct 2026
- 2026ATTRICITE: Training an Open 4B Model for Citation Recovery toward Faithful Attribution13 Sep 2026
- 2026SALSA: Semi-Autonomous Literature Summarization Assistant1 Sep 2026
- 2026SCALE: Scientific Concept Aggregation via LLMs and Embeddings for Fine-Grained Taxonomy Extension7 Aug 2026
- 2026Towards a new paradigm of scientific discovery with socialized artificial intelligence3 Aug 2026
- 2026From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics23 Jul 2026
- 2026Using Human-LLM Disagreement to Improve Checklist-Based Quality Appraisal30 Jun 2026
- 2026Extracting Problem and Method Sentence from Scientific Papers: A Context-enhanced Transformer Using Formulaic Expression Desensitization25 Jun 2026
- 2026Measuring Research Difficulty of Academic Papers: A Case Study in Natural Language Processing24 Jun 2026
- 2026AutoTail-BSFGM: Class-Balance-Aware Fine-Tuning for Chinese Scholarly Text Classification2 Jun 2026
- 2026CitePrism: Human-in-the-Loop AI for Citation Auditing and Editorial Integrity15 May 2026
- 2026Prompt Chaining in Practice: A Case Study in Automated Scholarly Report Generation6 May 2026
12 newest of 60 All 60 (JSON)