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Efficient NLP methods - an up-to-date survey, to appear in TACL. We cover efficiency wrt: * Data * Model design * Pre-training * Fine-tuning * Inference & compression * Hardware utilization * Evaluation * Model selection This was a blast to co-produce! arxiv.org/abs/2209.00099

Will reviewers now ask "where's GPT4?" We propose a #BenderRule-like rule: That which is not open & reproducible* can't be a requisite baseline hackingsemantics.xyz/2023/closed-ba… w Niranjan Leon Derczynski ✍🏻 🌞🏠🌲 Jesse Dodge Alexander Koller Sasha Luccioni, PhD 🦋🌎✨🤗 Maarten Sap (he/him) Roy Schwartz Noah A. Smith Phil Strubell

There are many ways to contribute to advances in AI. It is useful to recognize the ways in which using closed AI systems doesn't help reasonably reproducible research. These are important considerations for both individual researchers and the community as a whole.

Woot! Go Mallesh!!

Check out this article in the most recent issue of #SBU Magazine, an in-depth profile on collaboration between Stony Brook University Dept. of Computer Science Associate Professors Aruna B, Xiaojun Bi, and Fusheng Wang on their current & future accessibility research projects. mag.stonybrook.edu/challenge-acce…

Awesome students doing awesome things. Do check out this paper on how to make smartphone interactions accessible. I am very excited for this line of research.

The CFP for ACM SIGCOMM CoNEXT 2024 is out! We're now running two deadlines per year, so take a look and consider submitting in December! conferences.sigcomm.org/co-next/2024/#… Ihsan Ayyub Qazi

1 million hours = 400 statisticians working full time for 1 year. R likely represents the work of 1000s of statisticians, many having contributed to R for their entire career. I'm not even factoring in millions of hours of field testing by the community.

Kudos to all the panelists at ACM S3 Workshop workshop during Mobicom'23 for sharing their experiences in grad school: Jon, Prerna Khanna, Raghav Subbaraman, Sayed Saad Afzal, Atul Bansal, Jayden Guan, and moderator Tanya Shreedhar

I know many people have noticed this already, but the Iceland Cricket twitter account is an absolute riot.

Submit to the Rising Stars Forum at MobiSys. Deadline is March 26th. This is the second time MobiSys is hosting this forum and is meant to bring together the next generation researchers and provide them with feedback on their thesis/research.

I am really proud of Prerna Khanna on her second paper on accessibility. Accessibility research is new to our lab and she is single handedly moving this research agenda forward.

#MobiSys2024 IoTDay started!

*Are you interested in being part of the IMC TPC* Alberto Dainotti @albertodainotti .bsky.social and I are chairing #IMC2025 and invite you to apply to be on the TPC. If you work in the area of Internet measurement and are interested in serving on the PC, please fill out this form : forms.gle/mCdp6d2kCCiqPw…

Woot!

The IMC 2025 CFP is out! IMC is moving to a two-deadline model: November and May. So the next deadline is 3 months away instead of 8 months away!!. Hope to see many of your papers (PS: please note that papers rejected from IMC 2024 cannot be submitted to the November deadline)

Congrats to Steven Skiena, Rami al-Rfou, and Bryan Perozzi on winning the KDD Test of Time Award! Learn how their #research paved the way for the graph neural networks that power your YouTube recommendations and friend suggestions: tinyurl.com/4wtxxwbe Stony Brook University @AI_SBU