Interactive Corpora Visualization for 60 Years of AI Research

Hendrik Strobelt, Benjamin Hoover
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, PMLR 176:278-282, 2022.

Abstract

Research in artificial intelligence (AI) has been around for over six decades. In that time, it has experienced rich growth, with on and off interest, as researchers tackle this problem from different angles using inspiration from various fields. However, it is difficult to see an overview of the journey that research in AI has taken in its lifespan. We created a visualization we call “60 Years of AI” that explores a (biased) selection of the most influential publications that have shaped the field. Our visualization shows similar works clustered together throughout time and allows users to input abstracts of new ideas to see where their ideas position in the landscape of the ever-growing field of AI.

Cite this Paper

BibTeX
@InProceedings{pmlr-v176-strobelt22a, title = {Interactive Corpora Visualization for 60 Years of AI Research}, author = {Strobelt, Hendrik and Hoover, Benjamin}, booktitle = {Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track}, pages = {278--282}, year = {2022}, editor = {Kiela, Douwe and Ciccone, Marco and Caputo, Barbara}, volume = {176}, series = {Proceedings of Machine Learning Research}, month = {06--14 Dec}, publisher = {PMLR}, pdf = {https://proceedings.mlr.press/v176/strobelt22a/strobelt22a.pdf}, url = {https://proceedings.mlr.press/v176/strobelt22a.html}, abstract = {Research in artificial intelligence (AI) has been around for over six decades. In that time, it has experienced rich growth, with on and off interest, as researchers tackle this problem from different angles using inspiration from various fields. However, it is difficult to see an overview of the journey that research in AI has taken in its lifespan. We created a visualization we call “60 Years of AI” that explores a (biased) selection of the most influential publications that have shaped the field. Our visualization shows similar works clustered together throughout time and allows users to input abstracts of new ideas to see where their ideas position in the landscape of the ever-growing field of AI.} }
Endnote
%0 Conference Paper %T Interactive Corpora Visualization for 60 Years of AI Research %A Hendrik Strobelt %A Benjamin Hoover %B Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track %C Proceedings of Machine Learning Research %D 2022 %E Douwe Kiela %E Marco Ciccone %E Barbara Caputo %F pmlr-v176-strobelt22a %I PMLR %P 278--282 %U https://proceedings.mlr.press/v176/strobelt22a.html %V 176 %X Research in artificial intelligence (AI) has been around for over six decades. In that time, it has experienced rich growth, with on and off interest, as researchers tackle this problem from different angles using inspiration from various fields. However, it is difficult to see an overview of the journey that research in AI has taken in its lifespan. We created a visualization we call “60 Years of AI” that explores a (biased) selection of the most influential publications that have shaped the field. Our visualization shows similar works clustered together throughout time and allows users to input abstracts of new ideas to see where their ideas position in the landscape of the ever-growing field of AI.
APA
Strobelt, H. & Hoover, B.. (2022). Interactive Corpora Visualization for 60 Years of AI Research. Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, in Proceedings of Machine Learning Research 176:278-282 Available from https://proceedings.mlr.press/v176/strobelt22a.html.

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