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Xiao Ma Profile
Xiao Ma

@infoxiao

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research @googleai on responsible #ai . llm safety & reasoning. prev: @cornell_tech , @facebook @airbnb . views are mine. sh-i-ow. dr. 👩‍🎓

New York | Seattle
Joined August 2014
Don't wanna be here? Send us removal request.
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@infoxiao
Xiao Ma
2 months
Excited to share that ExploreLLM has been accepted to #chi2024 late breaking work with flying colors! We also hold a shiny new patent. And I should finally clean up the code and put it on github. Stay tuned...
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@infoxiao
Xiao Ma
2 years
I asked @JackHessing1 to ask DALL·E 2 by @OpenAI to generate @BALENCIAGA 2050 Fall Ready-To-Wear. Then I sewed it now walking in real life. What do you think??? Original: Me: #ai #fashion #dalle2 #dalle
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@infoxiao
Xiao Ma
10 months
Introducing 🤔 Thought Experiments prompting! ⛓️Chain-of-Thought is great but real world is messier than that, especially when answering challenging moral questions. We show self-posing and answering counterfactual questions allow LLM to improve. 1/n
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@infoxiao
Xiao Ma
1 year
one of the best data science tips I got till today is "count the rows" -- always count the rows my friends...
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@infoxiao
Xiao Ma
3 years
personal news! after two years working on search products, I'm coming back to research @GoogleAI . excited to work on projects at the intersection of #HCI and #AI again. anything new while I was gone?
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@infoxiao
Xiao Ma
3 months
I challenge you to generate an image of Chinese fried rice without any peas. It's just impossible.
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@infoxiao
Xiao Ma
3 years
I'm hosting a Research intern this summer at Google 🤩. Broadly the area is dialog understanding, particularly when users make mistakes. DM for details and send your contacts my way. ❤️🙏
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@infoxiao
Xiao Ma
5 years
Hey I did it! Dr Ma now.👩‍🎓🎓🎉 Thanks so much to my most brilliant and supportive committee ❤️ @informor @karen_ec_levy @SergeBelongie @jeffhancock If anything, I feel humbled. Couldn't have done it without all the mentors, collaborators, peers, friends and family. Thanks y'all!
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@infoxiao
Xiao Ma
1 year
Can I ask ChatGPT to write rebuttals for me now?
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@infoxiao
Xiao Ma
1 year
traditional company: people spend hours doing things manually that can be automated in 20min tech company: people spend hours automating things that can be done manually in 30min
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@infoxiao
Xiao Ma
1 year
A trend I see at #CHI23 is HCI researchers beginning to use LLMs to create synthetic user studies. E.g., While it is convenient, I do worry about the potential representational harms posed by such trend -- experiences of minorities being erased.
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@infoxiao
Xiao Ma
4 years
I started working full-time a month ago post-PhD. It's fun but I have this huge sense of loss of meaning in life (need few other tweets to unpack this feeling). But finishing the CHI reviews today made me feel still connected to the thinking, ideas, and people. Thank you #chi2020
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@infoxiao
Xiao Ma
8 months
Exciting news! My team is looking for someone with human computation x ML background to work on language model safety. Apply if you are excited about cutting edge research like RLHF & care deeply about responsible AI products. (feel free to rt and share)
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@infoxiao
Xiao Ma
2 years
What is that German word to describe the feeling when you look at any image now you want to ask first is this generated by Dalle
@hardmaru
hardmaru
2 years
“A photo of Totoro standing bravely in front of a large tank on the road” generated using #Dalle
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@infoxiao
Xiao Ma
10 months
Well don’t I have news for you @pmarca @benthompson . Our recent work shows moral reasoning is among the worst performing tasks for language models. I have countless examples showing how discussing moral scenarios goes horribly wrong.
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@infoxiao
Xiao Ma
2 years
When I try to explain prompt engineering to my parents. They are like - oh we basically did that to you.
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@infoxiao
Xiao Ma
5 years
I started NYC #Computational #Social #Science #Beer Sundays with a few close phd friends. DM me if you want to join the mailing list! We will do beer and nerdy conversations at a local spot in NYC (but mostly Brooklyn), one random Sunday (but mostly last) of the month.
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@infoxiao
Xiao Ma
4 years
hot take: remote working in the long-term will not shift power outside of silicon valley. instead, tightly-knit tech elites and vc inner circles will be even harder for someone without existing ties to enter. people are only hanging out in their backyards with strong ties.
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@infoxiao
Xiao Ma
5 months
very interesting that when one idea is shown to work, people quickly change ways of thinking and begin exploring so many other ideas. very exciting for this area of research!
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@infoxiao
Xiao Ma
4 years
Excited to share a tiny bit of what I spend my time thinking nowadays @Google : Challenges in Supporting Exploratory Search through Voice Assistants (My 1st Google paper w/ teammate Ariel Liu to Conversational User Interface workshop at @sig_chi .) #hci
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@infoxiao
Xiao Ma
3 years
Hot take: can we normalize being alone? Instead of just saying "take time off and spend time with family" - add on to it "or just spending time by yourself listening to music or whatever it it that you enjoy?" Family out of this country...
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@infoxiao
Xiao Ma
4 years
Thinking if doing one pilot episode of Computational Social Science podcast. On the topic of cities and wfh. Let me know if you are interested!
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@infoxiao
Xiao Ma
2 years
lol first thing @informor taught me
@CoraDvorkin
Cora Dvorkin
2 years
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@infoxiao
Xiao Ma
5 years
When HCI students go to industry we face great confusion to pick one hat out of UX researchers, designers, data scientist, engineers, research scientists. 🤷
@jeffbigham
hci.social/@jbigham
5 years
HCI is an interesting bridge discipline; never really accepted by CS as being a part of it, and yet never quite completely trusted by the core disciplines we bridge to… bridges are super important, but as a discipline destined to wander unanchored?
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@infoxiao
Xiao Ma
3 years
@andjaeun @DigitalEthics No. Even the Marie Kondo method doesn’t work. Does this book spark joy? Yes every single of them.
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@infoxiao
Xiao Ma
3 years
My new life motto is never write a paper that could have been a tweet.
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@infoxiao
Xiao Ma
11 months
A girl doesn't need flowers for Valentine's. A girl needs TPUs before paper deadlines 😂😂😂😂😂
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@infoxiao
Xiao Ma
1 year
I cannot shake this fear that people are going to build AI therapists with these language models. It would at first glance look good, probably even helpful at times. But things can go wrong despite our best efforts. And someone would get hurt, spiraling into a dark place.
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@infoxiao
Xiao Ma
4 years
I am overwhelmed and warmed by the responses. Hopefully, I can unpack this more: I suspect the feeling of loss is primarily due to losing one giant concrete goal. Life until now has (mostly) been a straight shot. But going forward is much messier and less defined.
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@infoxiao
Xiao Ma
4 years
I started working full-time a month ago post-PhD. It's fun but I have this huge sense of loss of meaning in life (need few other tweets to unpack this feeling). But finishing the CHI reviews today made me feel still connected to the thinking, ideas, and people. Thank you #chi2020
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@infoxiao
Xiao Ma
5 months
I noticed when I walked into the room and was shocked.
@srush_nlp
Sasha Rush
5 months
I attended a Google-hosted workshop today. Workshops like these are a great chance to spread their work. I enjoyed the talks immensely. However, for whatever reason, this was the gender breakdown. I'm posting because I think it's important that people know these statistics.
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@infoxiao
Xiao Ma
3 years
the number of interesting colleagues @Google I discover through @Twitter is utterly embarrassing given what our jobs are
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@infoxiao
Xiao Ma
2 years
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@infoxiao
Xiao Ma
5 months
How many parameters before we can use the name VLLM (very large) and ULLM (ultra-large)? I was an microelectronics major for undergrad and I chuckled when I learned Very-large-scale integration (VLSI) and Ultra Large-Scale Integration (ULSI). It is giving final-final-final.pdf
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@infoxiao
Xiao Ma
4 years
Found myself in a reflective mood and wrote something about choosing between UX, data science, design, and engineering as a HCI PhD student. Hope you find yours 🎩!
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@infoxiao
Xiao Ma
2 years
Repeat after me: technology cannot fix human problems.
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@infoxiao
Xiao Ma
3 years
mental health awareness month! well--I guess surviving the Chinese education system; grad school; being a women; immigrant; pandemic; yada yada the odds weren't on my side. this month I am trying to read more on mental health. recs? already got Kandel and Sapolsky on my list
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@infoxiao
Xiao Ma
2 years
thinking about my poor parents who sent me to so many english classes only to find me tweeting all lower caps and referring others as fren
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@infoxiao
Xiao Ma
2 years
Behind every crazy group of people there is a phd student trying to write a thesis about them.
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@infoxiao
Xiao Ma
8 months
Excited to share that I'm joining the board of @NationalSawdust , Williamsburg's pioneering performing arts venue! 🎉 Merging two of my greatest passions: #AI and #creativity , I look forward to bringing two communities closer together. Let me know if you want to come to a show!
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@infoxiao
Xiao Ma
5 years
What are some good ways to spend time between phd <-> full time job? (about 6 weeks). Some goals: - contribute to a community - leverages skills gained from PhD (research, data, writing, mentoring) - somewhere in Europe (Berlin maybe!) - if possible, art + tech related Leads <3
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@infoxiao
Xiao Ma
3 years
I guess I am into this whole nature thing now???
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@infoxiao
Xiao Ma
6 months
Ever since I was a little girl, this problem has bothered me when I prompted humans. "Hey teacher, who should be my role models?" It's always Bill Gates, Steve Jobs, Chairman Mao... Very proud to contribute to mitigating this problem for LLMs. A small step! More work to do.
@PreethiLahoti
Preethi Lahoti
6 months
Large language models (LLMs) have come a long way and solve many tasks. BUT diversity and inclusion in LLM generations is still an open challenge. 📢 New @emnlpmeeting paper on quantifying and improving people/culture diversity in LLMs: #EMNLP2023 1/n
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@infoxiao
Xiao Ma
5 years
obligatory "omg our paper got accepted to #chi2019 " tweet! thank you for being fabulous co-authors @jcccf @TheRealShankar @informor . stay tuned for details on "When Do People #Trust Their Social Groups?"
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@infoxiao
Xiao Ma
2 years
When I moved to the U.S. I noticed the world map looks different from the ones I was used to in China. In the Chinese version (left), the U.S. is squeezed to the right. In the English version, Europe is in the center (right). So I was curious to see how #dalle would do. 1/2
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@infoxiao
Xiao Ma
1 year
Literally how some of my best work was done.
@OdedRechavi
Oded Rechavi
1 year
The most productive part of every conference
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@infoxiao
Xiao Ma
2 years
pet peeve: assumed knowledge. when i ask a question and the other person responds with the phrasing implying the answer is obvious. it doesn't show brilliance. it shows arrogance.
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@infoxiao
Xiao Ma
3 years
parents (when I was a teenager): "stop sitting in front of the computer all day. you can't do this all your life." me (x days into wfh): "hold my beer."
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@infoxiao
Xiao Ma
3 years
I may have found the best bakery in Seattle.
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@infoxiao
Xiao Ma
2 years
Four years out of the PhD, every time I write, I realize, I indeed, write like @informor . Thanks for teaching me to write (and tweet).
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@infoxiao
Xiao Ma
2 years
academic vibe shift: when everyone moves on from analyzing twitter data to reddit.
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@infoxiao
Xiao Ma
5 years
In 2017 I was fascinated by Actor-Network Theory. I viewed algorithms as increasingly important force in digitally mediated exchanges in my study of trust. Thus born the idea and term "AI-Mediated Communication". Excited to unveil it with @maurice_pj leading team @chi2019 . #AIMC
@informor
Mor Naaman (@[email protected])
5 years
New paper alert, where we introduce the idea of “AI-Mediated Communication”, show how it matters in one context (Airbnb host profiles), and outline a research agenda for it. Want to learn about the Replicant Effect? Read this thread. #chi2019 #AIMC
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@infoxiao
Xiao Ma
1 year
No AI hot takes today just salted egg fried chicken 🐓
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@infoxiao
Xiao Ma
5 years
Advice to myself five years ago, always write your paper as "this work ..." rather than "this paper ...". The future dissertation-writing self will thank you. #⌘ + ⇧ + F
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@infoxiao
Xiao Ma
3 years
Instead of ASAP after this whole year we should all do things ACAP (as chill as possible).
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@infoxiao
Xiao Ma
9 months
Are you all seeing this???? #icml23
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@infoxiao
Xiao Ma
4 years
So @taywbrown and I wrote "AI-Mediated Exchange Theory" -a cross between human-AI interaction & sociology. We are stoked that it has been accepted to the Fair & Responsible AI Workshop @sig_chi .
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@infoxiao
Xiao Ma
3 years
Happy to report that i have found the perfect curry vermicelli bowl. They also make house red bell pepper szechuan peppercorn shrub.
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@infoxiao
Xiao Ma
5 years
Becoming a responsible adult day 1: - change passwords for important accounts (LastPass) - two-factor! - setting up a personal accounting system - eating vegetables instead of pastries for breakfast And let's be honest I don't see how this is going to last more than a week 😂🤦
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@infoxiao
Xiao Ma
2 years
you all do realize that there is a poor computational social science phd student somewhere now / in the future trying to write a thesis on the evolution of apes in nft right?
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@infoxiao
Xiao Ma
5 years
for $9.99 you can drink a cocktail with me in a speakeasy bar in Williamsburg (aka my home) and I'll tell you all the reasons New York is better than Pittsburg #experience . (cocktail included).
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@infoxiao
Xiao Ma
3 years
Reached the point where I pretend to be in galleries in meetings. March edition.
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@infoxiao
Xiao Ma
5 years
Congratulations to @maurice_pjk on first #chi2019 paper "AI-Mediated Communication: How the Perception that Profile Text was Written by AI Affects Trustworthiness"! Adding to the discussion on #trust and #ai ! Co-authors @meganrfrench @infoxiao @jeffhancock @informor . Stay tuned!
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@infoxiao
Xiao Ma
5 years
Student volunteers at #CSCW2018 finally see some sunshine! Thanks for the guests who stopped by today! And I could not ask for a more amazing co-chair @Zaga_daga . <3
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@infoxiao
Xiao Ma
4 years
After close to 6 years of living in the U.S., reading an email: So if "valuable" means valuable, then "invaluable" means... wait, also valuable???
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@infoxiao
Xiao Ma
3 years
Just a reminder for product teams at various companies to consider tuning down "one year ago" feature starting now. I have a hunch that the feature won't be fun starting in March.
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@infoxiao
Xiao Ma
3 years
The market has declared the end of the pandemic.
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@infoxiao
Xiao Ma
4 years
I volunteer to teach Pinyin so more people in this world can pronounce Chinese names correctly. All ages are welcomed. Adults are encouraged.
@aplusk
ashton kutcher
4 years
Home school tip: reach out to friends who don’t have kids and see if they can teach your kids 1 thing over video conference for 15-30 min😊
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@infoxiao
Xiao Ma
2 years
real footage of me writing any regex expression as a professional software engineer
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@infoxiao
Xiao Ma
5 years
Next stop -> #Google NYC 👩‍💻 I will be joining @Hillalli and Emma Wang's team under Geo. I hope to apply what I learned to build great products and flex my other muscles. But hope to stay connected w/ the computational social science research community in NYC. Nervous and excited!
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@infoxiao
Xiao Ma
4 years
So @duncanjwatts once said "For 20 years I thought my job was as a basic scientist. Publish papers and throw them over the wall for someone else to apply." I'm now on the other side of the wall. The design implication sections I've written in the past feel a little out of place.
@infoxiao
Xiao Ma
4 years
I started working full-time a month ago post-PhD. It's fun but I have this huge sense of loss of meaning in life (need few other tweets to unpack this feeling). But finishing the CHI reviews today made me feel still connected to the thinking, ideas, and people. Thank you #chi2020
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@infoxiao
Xiao Ma
4 years
[chatting with a VC on vacation waiting for our tacos] so what do you do an engineer of some sort I guess what do you work on search so you invent new algorithms to disrupt search? no. I just make incremental improvements to the system [VC unimpressed. end of convo.] oh well...
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@infoxiao
Xiao Ma
3 years
Privilege is people trusting you are capable by default, where a lot of us have to work so hard to prove it. And in the process, even risk doubting our own abilities ourselves.
@schemeprincess
Irene Zhang
3 years
SO MANY PEOPLE questioning: 1) if it is really my work, 2) if I really understand how it works, 3) if it actually works the way I say it does?
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@infoxiao
Xiao Ma
4 years
It's Friday and I don't have anything else to do 🍷!
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@infoxiao
Xiao Ma
5 years
When I started PhD, @jcccf 's clean slides and presentation style inspired me a lot. Can't believe we now worked on a talk together!! Tomorrow 11am at Carron 2, Decision Making, @jcccf will present our work on trust in Facebook groups. Lots of cool findings and graphs. #chi2019
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@infoxiao
Xiao Ma
4 years
I kept wondering who is messing with my standing desk's preset height. Today I finally realized it changes when I wear boots with heels v.s. sneakers🤦‍♀️
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@infoxiao
Xiao Ma
1 year
In 2017, @informor , @jeffhancock and myself studied what Airbnb hosts say in their profiles make them perceived trustworthy. We joked about AI making the profiles more convincing. And six years later, ChatGPT: slick tongued hospitality devil. 😈
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@infoxiao
Xiao Ma
4 years
Time confirmed for the COVID and misinformation focused CSS virtual happy hour: **Apr 30 Thur 7pm ET / 4pm PT.** Excited to have @katestarbird @natematias @informor and a few more on a mini-panel, followed by open discussions. RSVP capped at 50 ppl:
@infoxiao
Xiao Ma
4 years
NYC (virtual) Computational Social Science Happy Hour opens RSVP to everywhere in April: A special edition on #COVID19 and #misinformation . We will have @informor and others (if you volunteer) on a panel first, followed by open discussion. Exact time TBD
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@infoxiao
Xiao Ma
1 year
Please don’t have two MIT students finding the perfect wine for you with large language models and AI
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@infoxiao
Xiao Ma
6 months
Come work with us!
@abeirami
Ahmad Beirami
6 months
⚠️ #Internship2024 Alert⚠️ Are you a 𝐏𝐡𝐃 𝐬𝐭𝐮𝐝𝐞𝐧𝐭 excited about #ResponsibleAI in foundation models? Do you have experience training/evaluating them? Team members: @PreethiLahoti @infoxiao @ananthbshankar @sroy_subhrajit @aradsinha @YaoQinUCSD (RADML at @GoogleResearch )
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@infoxiao
Xiao Ma
2 years
Waking up to a nice surprise! #CIKM2022 We present a human-ML collaboration framework for video content reviews (hint: very challenging! #HCI + #AI ftw). Paper: Authors: Meghana Deodhar, @infoxiao (myself), Yixin Cai, Alex Koes, @alexbeutel , Jilin Chen
@eglu81
Gianluca Demartini
2 years
The best paper of the #cikm2022 workshop on human-in-the-loop data curation will be presented today at 3pm in Augusta F @cikm2022
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@infoxiao
Xiao Ma
2 years
Is there any tool that can generate text summaries of my availabilities based on calendar? A lot of times people ask please provide a few slots that work for you in email. It would make sense to just give access to my calendar, and generate: "free Wed 12-3pm PT; Fri 1-3pm PT"
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@infoxiao
Xiao Ma
2 years
In Chinese there is this politeness dance: 您贵姓 (what's your *distinguished* family name?) 免贵姓马(no need to be distinguished -- it's Ma) In English when I am on the phone, people ask "who do i have the pleasure speaking with" My Chinese-brain: "No pleasure. Just Me".
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@infoxiao
Xiao Ma
5 months
This was such a fun paper to write! There are some old-school AGI references if you could find them 🥚. The inspiration for me came from a potential hot take: if a lot of the innovation in the space is reduced to building LLM API wrappers, why don't we make better wrappers?
@Swarooprm7
Swaroop Mishra
5 months
Overwhelmed by endless chatbot text walls? 😵‍💫Can't personalize them enough? 🤔 Introducing ExploreLLM🤖! 🔥🚀 It goes Beyond Chatbots with 🧠 Structured Thoughts and 💁 Personalized Model Responses. ✨ Get ready for a new level of AI interaction! 🤩 Joint work with the…
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@infoxiao
Xiao Ma
6 months
It was fun to sit in some of the sessions @CODEConference on human+ai and observe how the business school folks think about these research problems vs cs or hci. A few thoughts: 🧵
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@infoxiao
Xiao Ma
2 years
Should I do CHI2022 in person?
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@infoxiao
Xiao Ma
1 year
Worst nightmare. I am also extremely nervous knowing people are building startups for mental health with ChatGPT.
@mark_riedl
Mark Riedl
1 year
Man dies by suicide after exchanges with chatbot
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@infoxiao
Xiao Ma
5 years
Stop by SV lounge (Holland II) to say hi to our wonderful student volunteers for #CSCW2018 . Special shout-out to Fannie Liu () at @cmuhcii who designed the (IMHO) the best SV-shirt ever (omg it's black <3). #cscw2018 #sv #studentvolunteer
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@infoxiao
Xiao Ma
6 years
Honored to be featured as PhD Candidate at @cornell_tech .
@cornell_tech
Cornell Tech
6 years
Get to know PhD Candidate Xiao Ma, what she's researching, and why she chose to come to Cornell Tech:
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@infoxiao
Xiao Ma
2 years
Beeeeest donut anywhere
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@infoxiao
Xiao Ma
5 years
In 2017, I founded the WiTNY Ambient Belonging Project. We source visual designs from @cornell_tech & @CUNY that highlight diversity; and install them on campus to encourage an ambient sense of belonging. This year @MANIfication led our 3rd installation. Winning designs (thread):
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@infoxiao
Xiao Ma
2 years
Not too bad of a view.
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@infoxiao
Xiao Ma
5 years
Are you among the influx of <hip> data science summer interns in NYC? Come join our NYC Computational Social Science happy hour this **Thursday, June 6th, 6pm**. In Manhattan for the first time! (Def an experimental setup to measure showup rates, especially UWS Columbia ppl.)
@taywbrown
Taylor W Brown
5 years
NYC mark your calendars! @infoxiao @george_berry & I are hosting June's Computational Social Science Happy Hour on Thurs, 06/06 @ 06p. Theme: "horror stories in data cleaning" ... so come ready to regale ; ) We're gonna be in Manhattan this time!
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@infoxiao
Xiao Ma
4 years
Congratulations!!! *AI-Mediated Interactions* are where my dissertation arrived at but never really fully flushed out. This AI-MC paper sets a really solid theoretical foundation for exciting research directions. I encourage all AI/HCI researchers and practitioners to read.
@informor
Mor Naaman (@[email protected])
4 years
*NEW PAPER* in which @jeffhancock @karen_ec_levy & I introduce AI-MC: AI's increasingly central role in human communication (from smart replies to deep fakes) and how this trend may impact our language *and* our interpersonal relations, including how we trust each other 1/
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@infoxiao
Xiao Ma
4 years
As an introvert (perfectly in disguise before) -- I am losing all the hard-acquired social skills and turning them all into snark on the Internet.
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@infoxiao
Xiao Ma
2 years
The best way to stop procrastinating on one task is to wait till another task you want to procrastinate on more to come in. Don't ask how I know.
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@infoxiao
Xiao Ma
6 years
Thoughtful keynote by @syardi on "What's missing when we rely on social media log data." Engagement (attention) and activity (clicks, likes, and comments) do not necessarily align. #ICWSM #icwsm2018
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@infoxiao
Xiao Ma
3 years
My own spin inspired by Crying in H Mart. A public ranked test seats arrangement mechanism in my Chinese high school still haunts me to this day -- Trapped in the First Test Room
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@infoxiao
Xiao Ma
3 years
👀
@brookeleblanc
Brooke LeBlanc
3 years
me rn
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