Aaron Halfaker @halfak
I'm a principal applied scientist at Microsoft, a senior scientist at UMN and a Wikipedia volunteer. I study socio-technical dynamics to build better tech. halfaker.info Minnesota, US Joined October 2009-
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❤️This is a collaborative work with a wonderful team of co-authors @halfak, @Zirui_Cheng_, @jordynjkim, Meng-Hsin, @tongshuangwu, and my advisors @d19fe8 and @Haiyi_Zhu. Please check our paper for more details: arxiv.org/abs/2402.14147 (8/9)
Observations and speculations @WikiEducation speaker series “Wikipedia in a generative ai world” today @ragesoss @halfak @tnbob @harrisonstephen #jojodoodles
Some more discussion about what I mean by "Soon enough, every meeting is going to be an email." microsoft.com/en-us/worklab/…
"This meeting could have been an email." Soon enough, every meeting is going to be an email.
#Slide52: Too many meetings this week? Large language models can transform some of your synchronous meetings into async interactions. Listen to @halfak bring today's and yesterday's slides to life in <90 seconds: microsoft.com/en-us/research… aka.ms/nfw2022
It's currently pi-o-clock on May the 4th. :)
@ylongqi Hey folks! Come work with me and my team.
@yuvipanda @staeiou The wiki way (as it tends to be) is more efficient. If you don't work in secret, you can't get scooped! *Gasp! But what if they publish before you?* Anyone who claims originality because they were merely first to get something through peer review is a liar. Cite all sources!
@egonwillighagen @sumit_ast @nikola_banovic The hardest problem is gathering the data. We learn from how Wikipedian's flag issues with content while correcting it. In theory, we could train a model using student report correction data. Need old and new sentences with a note about what issue was corrected.
"Automatically Labeling Low Quality Content on Wikipedia by Leveraging Patterns in Editing Behavior" improves detection of sentences that need citations, NPOV, and clarifications. Work by @sumit_ast, Sabrina Tobar Thommel, @halfak, and @nikola_banovic was accepted to #CSCW2021.
One of my colleagues (@julia_kiseleva) is an organizer of the #igluContest, an open ML dataset competition for building agents that learn from natural language instruction. Check it out! iglu-contest.net
We are happy to announce that the submission system is up and running! So #igluContest has officially started: Architect Task: competitions.codalab.org/competitions/3… Builder Task: competitions.codalab.org/competitions/3… Please register and try it out! #NeurIPS2021
@DrYanWong Woah! Missed this. Thanks for pointing it out! I'm going to need to get that all back online.
Looking for a job that combines the benefits of industry and academic positions? Have we got an opening for you! The Microsoft Office of Applied Research is seeking researchers who will lead projects that advance the state-of-the-art and Microsoft’s products at the same time.
@memyselfandHCI @lorenterveen @jkonstan @DanKeefeMN Congrats Dr Smith! Amazing work!
This fantastic graphic summarizes a ton of useful information for cyclists.
We are happy to announce that the submission system is up and running! So #igluContest has officially started: Architect Task: competitions.codalab.org/competitions/3… Builder Task: competitions.codalab.org/competitions/3… Please register and try it out! #NeurIPS2021
"How do we align our AI systems to the kind of world we would want to live in?" I enjoyed read this nice view of Human-in-the-loop AI by @gewang hai.stanford.edu/blog/humans-lo… I'm looking for thoughts on design of AI-powered UX. Any other suggestions?
Getting up at 5AM was worth it to see some of my work with @staeiou show up in the @CSCW2020 celebration of systems research panel -- our work measuring labor hours in Wikipedia. stuartgeiger.com/cscw13-labor-h…
I'm setting up a Minneapolis bike tour live stream for #CSCW2020. A couple reflections: (1) Minneapolis is beautiful this time of the year and (2) GoPro's facilities for live streaming through a phone's hotspot is abysmal UX. Oof.
I just put together a 5 minute video about the participatory machine learning work I did with #ORES in @Wikipedia youtube.com/watch?v=IdC_pn…
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