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The exponential growth of scientific literature requires effective management and extraction of valuable insights.
Networks of scientific papers: The pattern of bibliographic references indicates the nature of the scientific research front
Derek J De Solla Price · 1965
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Ethernet: Distributed packet switching for local computer networks
Robert M Metcalfe and David R Boggs · 1976
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Graph drawing by force-directed placement
Thomas M. J. Fruchterman and Edward M. Reingold · 1991
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The pagerank citation ranking: Bringing order to the web
Lawrence Page, Sergey Brin, Rajeev Motwani, and Terry Winograd · 1999
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The law of the pack
David P Reed · 2001
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The functional form of network effects
GM Peter Swann · 2002
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Efficient and high quality force-directed graph drawing
Yifan Hu · 2005
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Google scholar citations and google web/url citations: A multi-discipline exploratory analysis
Kayvan Kousha and Mike Thelwall · 2007
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Tesseract: An open-source optical character recognition engine
Anthony Kay · 2007
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Automatic labeling of multinomial topic models
Qiaozhu Mei, Xuehua Shen, and ChengXiang Zhai · 2007
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Open access and global participation in science
James A Evans and Jacob Reimer · 2009
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Dblp: some lessons learned
Michael Ley · 2009
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Semi-supervised graph clustering: a kernel approach
Brian Kulis, Sugato Basu, Inderjit Dhillon, and Raymond Mooney · 2009
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Arxiv at 20
Paul Ginsparg · 2011
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Forceatlas2, a continuous graph layout algorithm for handy network visualization designed for the gephi software
Mathieu Jacomy, Tommaso Venturini, Sebastien Heymann, and Mathieu Bastian · 2014
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Growth rates of modern science: A bibliometric analysis based on the number of publications and cited references
Lutz Bornmann and Rüdiger Mutz · 2015
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Pdffigures 2.0: Mining figures from research papers
Christopher Clark and Santosh Divvala · 2016
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Structural information and dynamical complexity of networks
Angsheng Li and Yicheng Pan · 2016
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Acemap: A novel approach towards displaying relationship among academic literatures
Zhaowei Tan, Changfeng Liu, Yuning Mao, Yunqi Guo, Jiaming Shen, and Xinbing Wang · 2016
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Latent tree models for hierarchical topic detection
Peixian Chen, Nevin L Zhang, Tengfei Liu, Leonard KM Poon, Zhourong Chen, and Farhan Khawar · 2017
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spaCy 2: Natural language understanding with Bloom embeddings, convolutional neural networks and incremental parsing
Matthew Honnibal and Ines Montani · 2017
Cited alongside, same era.
Crnn: a joint neural network for redundancy detection
Xinyu Fu, Eugene Ch’ng, Uwe Aickelin, and Simon See · 2017
Cited alongside, same era.
Bert: Pre-training of deep bidirectional transformers for language understanding
A deep learning classifier for sentence classification in biomedical and computer science abstracts
Sérgio Gonçalves, Paulo Cortez, and Sérgio Moro · 2020
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Publications Output: U.S. and International Comparisons
National Science Board, National Science Foundation · 2021
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Mrt: Tracing the evolution of scientific publications
Da Yin, Weng Lam Tam, Ming Ding, and Jie Tang · 2021
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Capturing relations between scientific papers: An abstractive model for related work section generation
Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Xiangliang Zhang, Dongyan Zhao, and Rui Yan · 2021
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Shao Zhang, Yuting Jia, Hui Xu, Dakuo Wang, Toby Jia-jun Li, Ying Wen, Xinbing Wang, and Chenghu Zhou · 2022
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alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
Cited alongside, same era.
biorxiv: the preprint server for biology
Richard Sever, Ted Roeder, Samantha Hindle, Linda Sussman, Kevin-John Black, Janet Argentine, Wayne Manos, and John R Inglis · 2019
Cited alongside, same era.
Detectron2
Yuxin Wu, Alexander Kirillov, Francisco Massa, Wan-Yen Lo, and Ross Girshick · 2019
Cited alongside, same era.
Tablebank: A benchmark dataset for table detection and recognition, 2019
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, and Zhoujun Li · 2019
Cited alongside, same era.
Sentence-bert: Sentence embeddings using siamese bert-networks
Nils Reimers and Iryna Gurevych · 2019
Cited alongside, same era.
Prone: Fast and scalable network representation learning
Jie Zhang, Yuxiao Dong, Yan Wang, Jie Tang, and Ming Ding · 2019
Cited alongside, same era.
Text summarization with pretrained encoders
Yang Liu and Mirella Lapata · 2019
Cited alongside, same era.
Shao Zhang, Yuting Jia, Hui Xu, Ying Wen, Dakuo Wang, and Xinbing Wang · 2022
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A review of yolo algorithm developments
Peiyuan Jiang, Daji Ergu, Fangyao Liu, Ying Cai, and Bo Ma · 2022
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Ideareader: A machine reading system for understanding the idea flow of scientific publications
Qi Li, Yuyang Ren, Xingli Wang, Luoyi Fu, Jiaxin Ding, Xinde Cao, Xinbing Wang, and Chenghu Zhou · 2022
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Dataexpo: A one-stop dataset service for open science research
Bin Lu, Lyuwen Wu, Lina Yang, Chenxing Sun, Wei Liu, Xiaoying Gan, Shiyu Liang, Luoyi Fu, Xinbing Wang, and Chenghu Zhou · 2023
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Geodeepshovel: A platform for building scientific database from geoscience literature with ai assistance
Shao Zhang, Hui Xu, Yuting Jia, Ying Wen, Dakuo Wang, Luoyi Fu, Xinbing Wang, and Chenghu Zhou · 2023
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Geoimagecut: A toolkit for image cut from geoscience literature
Zhixin Guo, Guanjie Zheng, Xinbing Wang, and Chenghu Zhou · 2023
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Towards controlled table-to-text generation with scientific reasoning
Zhixin Guo, Jianping Zhou, Jiexing Qi, Mingxuan Yan, Ziwei He, Guanjie Zheng, Zhouhan Lin, Xinbing Wang, and Chenghu Zhou · 2023
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Quantifying knowledge from the perspective of information structurization
Xinbing Wang, Huquan Kang, Luoyi Fu, Ling Yao, Jiaxin Ding, Jianghao Wang, Xiaoying Gan, Chenghu Zhou, and John E. Hopcroft · 2023
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https://ddescholar.acemap.info/
DDE Scholar · 2023
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Exploring and verbalizing academic ideas by concept co-occurrence
Yi Xu, Shuqian Sheng, Bo Xue, Luoyi Fu, Xinbing Wang, and Chenghu Zhou · 2023
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Vsan: A new visualization method for super-large-scale academic networks
Qi Li, Xingli Wang, Luoyi Fu, Xinde Cao, Xinbing Wang, Jing Zhang, and Chenghu Zhou · 2024
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