NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned

We review the EfficientQA competition from NeurIPS 2020. The competition focused on open-domain question answering (QA), where systems take natural language questions as input and return natural language answers. The aim of the competition was to build systems that can predict correct answers while also satisfying strict on-disk memory budgets. These memory budgets were designed to encourage contestants to explore the trade-off between storing retrieval corpora or the parameters of learned models. In this report, we describe the motivation and organization of the competition, review the best submissions, and analyze system predictions to inform a discussion of evaluation for open-domain QA

Volume 49 - Issue 03 - Friday, September 27, 2013

The Rose Thorn, Rose-Hulman\u27s independent student newspaper.https://scholar.rose-hulman.edu/rosethorn/2289/thumbnail.jp

Spartan Daily, November 14, 1972

Volume 60, Issue 36https://scholarworks.sjsu.edu/spartandaily/5671/thumbnail.jp

Volume XCIV, Number 13, January 24, 1975

WOS: 000187026500009Faunistic analysis of a total of 77 benthic samples collected in different biotopes and depths from northern Cyprus in 1997 and 1998 yielded 36 species and one subspecies of syllid polychaetes belonging to Autolytinae and Exogoninae, of which three species (Exogone (Parexogone) wolfi San Martin, 1991, Sphaerosyllis longipapillata Hartmann-Schroder, 1979 and Sphaerosyllis sp. 2) are new to the Mediterranean, seven species to the eastern Mediterranean, 23 species to the Levantine Sea and 32 species to the Cypriot coast. The morphological, biometrical and distributional features of each species as well as a checklist of species of Autolytinae and Exogoninae reported from the Levant coasts are provided

Spartan Daily, February 21, 1989

Volume 92, Issue 18https://scholarworks.sjsu.edu/spartandaily/7808/thumbnail.jp

ACUTA eNews August 1996, Vol. 25, No. 8

In This Issue Silver Anniversary Celebration 25 Years of Excellence President\u27s Message Chicago Presentations Inspire, Inform, and Entertain Executive Director DC at a Glance Record Number of Exhibitors in Chicago From ACUTA Headquarter

ACUTA eNews August 1996, Vol. 25, No. 8

In This Issue Silver Anniversary Celebration 25 Years of Excellence President\u27s Message Chicago Presentations Inspire, Inform, and Entertain Executive Director DC at a Glance Record Number of Exhibitors in Chicago From ACUTA Headquarter