Michael Collins

20 papers and 882 indexed citations i.

About

Michael Collins is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Applied Mathematics. According to data from OpenAlex, Michael Collins has authored 20 papers receiving a total of 882 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 7 papers in Computational Theory and Mathematics and 3 papers in Applied Mathematics. Recurrent topics in Michael Collins’s work include Natural Language Processing Techniques (7 papers), Topic Modeling (6 papers) and Machine Learning and Algorithms (4 papers). Michael Collins is often cited by papers focused on Natural Language Processing Techniques (7 papers), Topic Modeling (6 papers) and Machine Learning and Algorithms (4 papers). Michael Collins collaborates with scholars based in United States, Germany and Israel. Michael Collins's co-authors include Robert E. Schapire, Yoram Singer, Luke Zettlemoyer, Sanjoy Dasgupta, Amir Globerson, Terry Koo, Xavier Carreras, Peter L. Bartlett, David McAllester and Shay B. Cohen and has published in prestigious journals such as Machine Learning, Journal of Machine Learning Research and Nonlinear Analysis.

In The Last Decade

Co-authorship network of co-authors of Michael Collins

This figure shows the co-authorship network connecting the top 25 collaborators of Michael Collins. A scholar is included among the top collaborators of Michael Collins based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Michael Collins. Michael Collins is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

Fields of papers citing papers by Michael Collins

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Michael Collins. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Michael Collins. The network helps show where Michael Collins may publish in the future.

Countries citing papers authored by Michael Collins

Since Specialization
Citations

This map shows the geographic impact of Michael Collins's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Michael Collins with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Collins more than expected).

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar’s output or impact.

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