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As the academic landscape expands, the challenge of efficiently identifying impactful newly published articles grows increasingly vital.
Citation indexes for science: A new dimension in documentation through association of ideas
Garfield, E. 1955 · 1955
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IR evaluation methods for retrieving highly relevant documents
Järvelin, K.; and Kekäläinen, J. 2000 · 2000
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A normalized Levenshtein distance metric
Yujian, L.; and Bo, L. 2007 · 2007
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Models for predicting and explaining citation count of biomedical articles
Fu, L. D.; and Aliferis, C. 2008 · 2008
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Paleontology: a philosophical introduction
Turner, D. 2011 · 2011
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Mining typical features for highly cited papers
Wang, M.; Yu, G.; and Yu, D. 2011 · 2011
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Alternatives to the journal impact factor: I3 and the top-10%(or top-25%?) of the most-highly cited papers
Leydesdorff, L. 2012 · 2012
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Simplifying Impact Prediction for Scientific Articles
Vergoulis, T.; Kanellos, I.; Giannopoulos, G.; and Dalamagas, T. 2020 · 2012
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Snowball metrics recipe book
Colledge, L. 2014 · 2014
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Bibliometrics: the Leiden Manifesto for research metrics
Hicks, D.; Wouters, P.; Waltman, L.; De Rijcke, S.; and Rafols, I. 2015 · 2015
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Relative citation ratio (RCR): a new metric that uses citation rates to measure influence at the article level
Hutchins, B. I.; Yuan, X.; Anderson, J. M.; and Santangelo, G. M. 2016 · 2016
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San Francisco declaration on research assessment
San Francisco, D. 2018 · 2018
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Should highly cited items be excluded in impact factor calculation? The effect of review articles on journal impact factor
Lei, L.; and Sun, Y. 2020 · 2020
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Predicting the citation counts of individual papers via a BP neural network
Ruan, X.; Zhu, Y.; Li, J.; and Cheng, Y. 2020 · 2020
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Lora: Low-rank adaptation of large language models
Hu, E. J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W. 2021 · 2021
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A deep-learning based citation count prediction model with paper metadata semantic features
Ma, A.; Liu, Y.; Xu, X.; and Dong, T. 2021 · 2021
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Prediction and application of article potential citations based on nonlinear citation-forecasting combined model
Wang, K.; Shi, W.; Bai, J.; Zhao, X.; and Zhang, L. 2021 · 2021
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Gpt3. int8 (): 8-bit matrix multiplication for transformers at scale
Dettmers, T.; Lewis, M.; Belkada, Y.; and Zettlemoyer, L. 2022 · 2022
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Utilizing citation network structure to predict paper citation counts: A deep learning approach
Zhao, Q.; and Feng, X. 2022 · 2022
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Predicting the future popularity of academic publications using deep learning by considering it as temporal citation networks
Abbas, K.; Hasan, M. K.; Abbasi, A.; Mokhtar, U. A.; Khan, A.; Abdullah, S. N. H. S.; Dong, S.; Islam, S.; Alboaneen, D.; and Ahmed, F. R. A. 2023 · 2023
Cited alongside, same era.
The falcon series of open language models
Almazrouei, E.; Alobeidli, H.; Alshamsi, A.; Cappelli, A.; Cojocaru, R.; Debbah, M.; Goffinet, É.; Hesslow, D.; Launay, J.; Malartic, Q.; et al. 2023 · 2023
A review of scientific impact prediction: tasks, features and methods
Xia, W.; Li, T.; and Li, C. 2023 · 2023
Later among the works it cites.
A survey of large language models
Zhao, W. X.; Zhou, K.; Li, J.; Tang, T.; Wang, X.; Hou, Y.; Min, Y.; Zhang, B.; Zhang, J.; Dong, Z.; et al. 2023 · 2023
Later among the works it cites.
Meta LLaMA 3: Advancements in Open-Source Large Language Models
AI, M. 2024 · 2024
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Baek, J.; Jauhar, S. K.; Cucerzan, S.; and Hwang, S. J. 2024 · 2024
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Can ChatGPT be used to predict citation counts, readership, and social media interaction? An exploration among 2222 scientific abstracts
de Winter, J. 2024 · 2024
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alphaXiv searches the wider corpus for related work and actual follow-ups.
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Bai, J.; Bai, S.; Chu, Y.; Cui, Z.; Dang, K.; Deng, X.; Fan, Y.; Ge, W.; Han, Y.; Huang, F.; et al. 2023 · 2023
Cited alongside, same era.
Artificial intelligence to automate the systematic review of scientific literature
de la Torre-López, J.; Ramírez, A.; and Romero, J. R. 2023 · 2023
Cited alongside, same era.
Identifying potentially excellent publications using a citation-based machine learning approach
Hu, Z.; Cui, J.; and Lin, A. 2023 · 2023
Cited alongside, same era.
Jiang, A. Q.; Sablayrolles, A.; Mensch, A.; Bamford, C.; Chaplot, D. S.; Casas, D. d. l.; Bressand, F.; Lengyel, G.; Lample, G.; Saulnier, L.; et al. 2023 · 2023
Cited alongside, same era.
A rank stabilization scaling factor for fine-tuning with lora
Kalajdzievski, D. 2023 · 2023
Cited alongside, same era.
Large selective kernel network for remote sensing object detection
Li, Y.; Hou, Q.; Zheng, Z.; Cheng, M.-M.; Yang, J.; and Li, X. 2023 · 2023
Cited alongside, same era.
ChatGPT: optimizing language models for dialogue
OpenAI. 2022 · 2023
Cited alongside, same era.
Gemini: Google’s AI Model
Google. 2024 · 2024
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Effectiveness assessment of recent large vision-language models
Jiang, Y.; Yan, X.; Ji, G.-P.; Fu, K.; Sun, M.; Xiong, H.; Fan, D.-P.; and Khan, F. S. 2024 · 2024
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Factors associating with or predicting more cited or higher quality journal articles: An Annual Review of Information Science and Technology (ARIST) paper
Kousha, K.; and Thelwall, M. 2024 · 2024
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Dora: Weight-decomposed low-rank adaptation
Liu, S.-Y.; Wang, C.-Y.; Yin, H.; Molchanov, P.; Wang, Y.-C. F.; Cheng, K.-T.; and Chen, M.-H. 2024 · 2024
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The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Lu, C.; Lu, C.; Lange, R. T.; Foerster, J.; Clune, J.; and Ha, D. 2024 · 2024
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Augmenting large language models with chemistry tools
M. Bran, A.; Cox, S.; Schilter, O.; Baldassari, C.; White, A. D.; and Schwaller, P. 2024 · 2024
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An Early Evaluation of the Long-Term Influence of Academic Papers Based on Machine Learning Algorithms
Qiu, J.; and Han, X. 2024 · 2024
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An Overview of Large AI Models and Their Applications
Tu, X.; He, Z.; Huang, Y.; Zhang, Z.-H.; Yang, M.; and Zhao, J. 2024 · 2024
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Predicting citation impact of academic papers across research areas using multiple models and early citations
Zhang, F.; and Wu, S. 2024 · 2024
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A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence
Zhao, P.; Zhang, X.; Cheng, M.-M.; Yang, J.; and Li, X. 2024 · 2024
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