Achievements
Across 36 top CS/AI venues
Badges that count research domains - Interdisciplinary Bridge, Renaissance Researcher - measure breadth of labelling, not interdisciplinary work: "Machine Learning", "Artificial Intelligence" and "Deep Learning" are siblings in the taxonomy, so one paper commonly sits in two or three. How classification works
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their achievement counts are combined. How identity is handled.
10+ papers co-authored with the same researcher at top venues
8,864 authors earned
3+ solo-authored papers, and most of this author's work is solo
90 authors earned
On a paper with a large author list at a top venue - Squad 20+, Legion 50+, Civilization 100+
11,597 authors earned
Paper using a keyword before the year it reached 20+ papers and tripled its prior average
67,812 authors earned
Author with the most papers tagged with a specific keyword
10,031 authors earned
Papers spanning 50+ distinct keywords
20,390 authors earned
Author of the earliest paper tagged with a keyword that went on to reach 25+ papers
11,474 authors earned
First to use 3+ keywords that each went on to reach 20+ papers in this corpus
2,333 authors earned
Published at the earliest edition of a venue in our dataset
20,961 authors earned
Papers at top CS/AI venues in a single year - Productive 5+, Prolific 10+, Absurd 20+
13,928 authors earned
Published at NeurIPS, ICML, and ICLR in the same year
2,797 authors earned
Years between first and last paper at top CS/AI venues - Sprint 5+, Half 10+, Full 15+, Ultra 20+
40,274 authors earned
First appears in this corpus within the last two indexed years and already has 5+ papers
628 authors earned
Consecutive years with a paper at a CS/AI venue - Bronze 5+, Silver 10+, Gold 15+, Diamond 20+
16,296 authors earned
Earliest paper in this corpus whose title contains one of 20 tracked terms
98 authors earned
Published a paper with a question mark in the title
16,957 authors earned
10+ papers in a single fine-grained research topic
4,836 authors earned
Author with the most papers in a top-level research domain
12 authors earned
A single paper classified across distinct research domains - Bronze 2+, Silver 3+, Gold 4+, Diamond 5+
160,083 authors earned
Papers spanning 5+ top-level research domains
14,520 authors earned
Papers covering 10+ distinct fine-grained topics (of several hundred)
58,535 authors earned
Author who shifted primary research domain across venues over time
9,539 authors earned
Author of the earliest paper classified under a research topic
1,646 authors earned
Paper in a research topic before that topic first reached 10 papers in a year
18,739 authors earned
Papers published across top CS/AI venues - Bronze 10+, Silver 50+, Gold 100+, Diamond 200+
21,330 authors earned
20+ papers at the same venue
1,835 authors earned
Distinct CS/AI venues published at - Bronze 2+, Silver 5+, Gold 10+, Diamond 20+
96,509 authors earned
Published at all Big 4 ML conferences: NeurIPS, ICML, ICLR, AAAI
4,864 authors earned