Applied Scientist at Amazon. Former PhD student at @uncnlp. She/her. Opinions are my own.
Joined April 2018
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Lisa Bauer retweeted
As many of you might already know, I had this dream to become a faculty. Unfortunately, that did not happen, so instead I decided to create my own lab kind of a thing.
I am trying to start working with some students (PhD, masters, undergrad are all welcome) and mentor them.
Lisa Bauer retweeted
I'll be presenting our work "Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains" at EMNLP 2024 (Findings)!
Paper: arxiv.org/abs/2410.08327
Was great to collaborate on this work with @stolenpyjak & team!
“Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains”
@stolenpyjak, @nupoor_gandhi, @madPulsAr,@lbauer119, Charith Peris, @anjalie_f
arxiv.org/abs/2410.08327
Lisa Bauer retweeted
🚨New preprint🚨
We propose FLIRT: Feedback Loop In-context Red Teaming that uses in-context learning in a feedback loop to red team a target model. FLIRT updates its in-context examples based on the output generated by the target model and feedback received from a classifier.
Lisa Bauer retweeted
🥳 🥳 I am honored to receive the 2022 @Google Ph.D. Fellowship in #NLProc! I want to take this opportunity to thank my advisor @mohitban47 for all his support and guidance, my labmates at @uncnlp @unccs, prior mentors (@mishumausam & internship advisors), and past collaborators.
A big congrats to 2022’s cohort of Google PhD Fellows, who are part of our program that recognizes and supports graduate students doing exceptional research in computer science and related fields. Read more about the experience from three alums ↓ goo.gle/3CR3AXf
Lisa Bauer retweeted
🎉🎓Congrats to awesome new+old graduates: PhDs @lbauer119 @khsquared @jayleicn @easonnie (+@haotan5 who graduated last yr w. @ramakanth1729, but was able to join us at @unccs this summer) & undergrad @EvaHuyn! Was fun to attend in-person hooding + celebration + photo sessions😀
Lisa Bauer retweeted
🎉Excited to call for applications to ACL Year-Round Mentorship 2022! Welcome all #NLProc students worldwide to apply as mentees mentorship.aclweb.org
*We are inspired by mentoring sessions at @aclmeeting @emnlpmeeting @naaclmeeting and try to extend it to all year round🥰! /1
Lisa Bauer retweeted
Checking out the @OpenAI #dalle2 system card & seeing examples of homogenous people? Check out the project me & others did years ago to exactly address the issue. We even use the same "construction workers" as an example 🥰 (Fig 1)
arxiv.org/abs/2002.03256
github.com/openai/dalle-2-pr…
ALT 2x5 table with images of construction workers. Each one is white. Above says, "Prompt: A builder; Data: April 6, 2022"
Lisa Bauer retweeted
Glad to be part of this red teaming effort & help evaluate potential risks & limitations of powerful text-to-image generation models such as DALLE-2 — check out this detailed “system card”: github.com/openai/dalle-2-pr…
cc. @AbhayZala7 @mohitban47 @Miles_Brundage @_lamaahmad @jmhessel
Excited to share something my colleagues and I have been working on for a while!
Image generation is now at a really amazing (/scary) level of capability + flexibility, so we worked with a bunch of relevant experts to characterize related risks: github.com/openai/dalle-2-pr…
Lisa Bauer retweeted
📢7th ACL mentoring session: How to become a professor📢
⏲️April 6, 17-18 UTC / 1-2pm EST⏲️
Mentors:
▶️Yezhou Yang (Arizona State University) @Yezhou_Yang
▶️Kiran Garimella (Rutgers University) @gvrkiran
▶️Laura Burdick (University of Michigan)
See you soon!
Lisa Bauer retweeted
Happy and honored to receive the 2022 Apple Scholar in AI/ML PhD Fellowship! Big thanks to my advisor @mohitban47 for all the support & mentorship. This award is not possible without the help from my labmates at @uncnlp, collaborators, & mentors, from whom I learned a great deal!
Congrats to PhD student @YichenJiang9, recipient of the 2022 @Apple Scholars in AI/ML PhD fellowship for innovative research in natural language processing. Recognized as an emerging leader in the field, he joins a prestigious group of 15 fellows worldwide
machinelearning.apple.com/up…
Lisa Bauer retweeted
I am very honored to receive a @Bloomberg Data Science Ph.D. Fellowship!
Many thanks to my advisor @mohitban47 for all the support and guidance I received. I’d also like to thank all my labmates @uncnlp, collaborators, and mentors for their help all along!
Congratulations to @unccs' @byryuer (from @mohitban47's @uncnlp Lab) on being named one of the 2021-2022 @Bloomberg #DataScience Ph.D. Fellows!
Learn more about her research focus and the other Fellows in the current cohort: bloom.bg/3egPnWd
#AI #ML #NLProc
Excited to share our new work: "Analyzing the Limits of Self-Supervision in Handling Bias in Language"!
(diagnosis, identification, extraction, rephrasing)
Paper: amazon.science/publications/…
w. karthik_g @gspandana yangliu @mohitban47 @dilekhakkanitur
(@amazonscience @uncnlp)
We find that LMs are capable of performing these tasks to widely varying degrees for different types of bias. We observe internal model biases & tasks with high description sensitivity, tasks where descriptions are not useful, and tasks that models struggle on.
Lisa Bauer retweeted
It’s an honor to get selected for Forbes 30 under 30 (Science). #ForbesUnder30 #BatterylessComputing
forbes.com/30-under-30/2022/…
Lisa Bauer retweeted
Congratulations to @PeterBHase (PhD student in @uncnlp group) on receiving the prestigious @GoogleAI PhD Fellowship for his work in #NLProc and #XAI #AIsafety
Article: cs.unc.edu/news-article/hase…
@UNCResearch @unccollege @UNC
Lisa Bauer retweeted
Incredibly honored to be recognized on the 2022
@Forbes 30 under 30 list in Science!
✨*HUGE* thanks to my collaborators and mentors,
@mulix, @anas_ant, @gneubig
✨More about my recent work: shrutirij.github.io/ocr-el/
@ForbesUnder30 #ForbesUnder30
forbes.com/30-under-30/2022/…