- Main point: Computer science conferences play a prominent role as a publication venue rather than just a meeting opportunity. However, they are facing issues such as bureaucratization and a focus on careerism that threaten their original purpose.
Key information:
- Conferences have been the first choice for new research publication for decades, and attempts to tweak selection mechanisms haven't changed the situation.
- The existing conference culture may not fully foster innovation as many contributions are considered banal. Some important papers were not published in traditional conferences.
- Bureaucratization of science is making conferences less relevant, with a global academic and industry business drawing in more money and participants.
- Conferences have shifted from reporting and discussing innovative ideas to a yearly exam and resume-building exercise for members, with the careerist goal dominating.
- Conferences have imposed rigid rules on bibliographic references and refereeing, looking for tiny deviations from the accepted standard.
- There is a problem with the dismissal of conceptual work without systematic quantitative studies, and the enforcement of a single dogma.
- PC members are often junior and ambitious academics, and the anonymity of refereeing leads to problems.
Important details:
- Examples like the original bitcoin paper and the "Attention is All You Need" paper show that traditional conferences may not be suitable for all important research.
- Specific rules in conference calls for papers, such as the requirement for author-year citations, have no connection to research quality.
- The dominance of the careerist approach leads to referees looking for reasons to reject papers rather than accepting them.
- The idea that innovation proceeds by departing from the standard is emphasized.
- Some suggestions to improve conferences include instilling a culture of accepting deficiencies and simplifying the call for papers.
- The responsibility for conference management should be in the hands of the most competent experts in the field.
- The spectacular revival of conferences after the Covid hiatus shows the need for them.
**粗体** _斜体_ [链接](http://example.com) `代码` - 列表 > 引用
。你还可以使用@
来通知其他用户。