Gabriel Stanovsky @GabiStanovsky
Assistant Professor at @CseHuji gabrielstanovsky.github.io Joined August 2012-
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.@ReviewAcl Can't we just do away with this confusing intermediary (3) score for meta-reviews? Instead just have a 4 scale AE rating: 1,2,4,5 What's the diff between "major" (3) and "significant" (2) revisions anyway? It only leads to inconsistency between AEs IMO
🧠🤖 Does learning in the brain inherently require plasticity? In our latest paper we question this assumption, by leveraging insights into how LLMs "learn". Check out this thread for more details! biorxiv.org/content/10.110… w/ @YuvalShalev1 @GabiStanovsky @GoldsteinYAriel
🚀 Excited to share our latest paper about the sensitivity of LLMs to prompts! arxiv.org/abs/2401.00595 Our work may partly explain why some models seem less accurate than their formal evaluation may suggest. 🧐 @guymkaplan, @malk_dan, @DrorRotem, @HyadataLab, @GabiStanovsky
Do you want the best model? Sure, but the best for trying it once or the best after prompt engineering It is not the same one ☹️ On the sensitivity of LLMs to prompts: arxiv.org/abs/2401.00595 @moranmiz @gkpln3 Dan Malkin @DrorRotem @HyadataLab @GabiStanovsky
Before diving into details, I feel obligated to acknowledge the October 7th terror attack in Israel and subsequent events. This tragedy has deeply affected authors, our friends and families. Please consider supporting researchers from the region during these hard times. 2/4
I’m glad to announce our paper on gender bias in subword tokenization will appear in @aaclmeeting (Session 3A 10:30 local time on Saturday). With Bar Eluz, @GabiStanovsky and David Mareček. Unfortunately, we are not able to present in person this year. 1/4 arxiv.org/pdf/2309.12491…
הקיבוץ שבו נולדתי וגדלתי ״חוגג״ 73 שנים, לראשונה מאז היווסדו בהעדר הרוב המוחלט של תושביו.
הקיבוץ שבו נולדתי וגדלתי ״חוגג״ 73 שנים, לראשונה מאז היווסדו בהעדר הרוב המוחלט של תושביו.
Opening monologue by @DanyCushmaro on Israel’s Channel 12 News on Friday night #bringthemhome #ReleaseTheHostages
19 days my friend @Avigdorii is waiting for is little girl to come back home 💔 12 years old Noam was kidnapped by Hamas with her 3 years old cousin Yahel We are running out of time Bring them home now!
The past week revealed that there are people in my academic community that think that if someone came into my house, and murdered me and my family, that would justifiable in the name of resistance. Am I supposed to just go to conferences and chat about LLM limitations like this?
גאה בועד ראשי האוניברסיטאות ובתגובה הנחרצת. האקדמיה היא אחד המקומות המרכזיים בהם נפגשים יהודים וערבים בישראל, ואני גאה באוירה המכבדת והמכילה. גם אם יש מי שמתבטאים בצורה לא ראויה, כולנו מנסים לתת לזה מענה מתאים, במסגרת החוק, רגיש במידת הצורך וללא רדיפות.
גאה בועד ראשי האוניברסיטאות ובתגובה הנחרצת. האקדמיה היא אחד המקומות המרכזיים בהם נפגשים יהודים וערבים בישראל, ואני גאה באוירה המכבדת והמכילה. גם אם יש מי שמתבטאים בצורה לא ראויה, כולנו מנסים לתת לזה מענה מתאים, במסגרת החוק, רגיש במידת הצורך וללא רדיפות.
1 out of 4 in Kibbutz Nir Oz. Many of the others tortured, raped, slaughtered, burnt alive. Please raise your voice and demand the immediate release of the hostages that were kidnapped from their homes. These are CRIMES AGAINST HUMANITY #bringthemhome
On Wednesday, I'll travel to Israel to stand in solidarity in the face of Hamas's brutal terrorist attack. I'll then travel to Jordan to address dire humanitarian needs, meet with leaders, and make clear that Hamas does not stand for Palestinians' right to self-determination.
We found out today that Hamas livestreamed holding my husband’s relatives prisoner after they had murdered their 18 year old daughter. They filmed the family’s fear and terror. The shock and grief. And they broadcast it. I don’t know how to comprehend this.
@emilymbender Emily, your silence since this tweet is troubling. I think your intentions are good and I don't think you condone the Hamas, but I find the lack of condemnation troubling. You're in a position of power as soon-to-be ACL president. 1/
(((ل()(ل() 'yoav))).. @yoavgo
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(((ل()(ل() 'yoav))).. @yoavgo
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Ofir Press 🖋 @OfirPress
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Akari Asai @ ICLR2024.. @AkariAsai
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633 Followers 61 Following Full professor at @ruhrunibochum + @RCTrustworthy | Leading the TrustHLT group | Ex @TUDarmstadt @unipb | Playing the bass | He/him/his
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מסעדת חליל -.. @rak_khalil
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Some good news that I'm excited to share today: I've received an NSF CAREER award! This award will support my group's research on robust, fair, and culturally aware commonsense reasoning in natural language. Feeling grateful to my students & the many people who have supported me!
👏 Congrats to @rachelrudinger for receiving an @NSF CAREER award for her work on 'Robust, Fair, and Culturally Aware Commonsense Reasoning in Natural Language.' Looking forward to seeing how this research shapes the future! Read more: go.umd.edu/Rudinger-NSF-C…
Join us online for the May 13–14 for a star-studded #NSF-sponsored workshop: New Horizons in Language Science: Large Language Models, Language Structure, and the Cognitive & Neural Basis of Language! Interdisciplinary talks & discussion on three themes: 1/ newhorizonsinlanguagescience.github.io
@GabiStanovsky @MatanLevi1 אני מסכים, וזה לא מה שאני חושב על המרצה למרות התאקל הספציפי הזה וזו אחת הסיבות שנעלתי את החשבון. לא ציפיתי שמשהו כזה יתפוצץ ויגיע לפסים אישיים יותר כלפיו. אולי עדיף שכבר אמחק את השרשור וזהו
We can simultaneously control the grammatical gender of the output and get a higher translation accuracy with LLaMa-2-70B. But how does it perform for gender bias? We followed @GabiStanovsky et al.'s (2019) methodology and found comparable results for NLLB vs LLaMa. 🧵(4/n)
🚨 Updated preprint 🚨 We have expanded our previous work on "Gender-specific Machine Translation with Large Language Models" to include more powerful LLM baselines (LLaMa-1-7B ➡️ LLaMa-2-70B) and a more challenging experimental setting (no similar in-context examples). 🧵(1/n)
🚨 New preprint 🚨 Can we use LLMs to generate more than one translation when there's gender ambiguity? We try it in "Gender-specific MT with LLMs", our new paper with Pierre Andrews, Pontus Stenetorp, @artetxem and @costajussamarta. arxiv.org/abs/2309.03175 🧵(1/n)
@GabiStanovsky @ivanhabernal @alon_jacovi @ReviewAcl I like this in principle, but paper assignments are imperfect so there will be cases where the AE genuinely doesn't feel like they can take a stand (*cough* most of my assignments in this latest round).
@gerasimoss @LChoshen @GabiStanovsky @alon_jacovi @ReviewAcl In an ideal world, yes. Reality is much more blurred. Once I read editor's summary - "There's nothing concrete they could revise in this paper to make it in, so it's a reject". Brutal but sometimes necessary.
@LChoshen @ivanhabernal @GabiStanovsky @alon_jacovi @ReviewAcl agreed. 2 points mainly: 1) in current form difference between 2-3 is not clear. a 4-point scale will push MR to take a stance (either you like a paper or not) 2) if a MR gives a 2 or 3 (aka requiring major+ revisions), that should come with a list of actionable revisions
@GabiStanovsky @alon_jacovi @ReviewAcl Well, the form is pushing you to write strengths and weaknesses. So maybe we should just ditch it and let the AC write a single-field meta review. BTW: I took a stand and the authors started whining that I do not "average" the reviews... 🤦♂️
@GabiStanovsky @ReviewAcl +1, a problem I noticed with some meta reviews was also summarizing both the strengths and weaknesses of the reviews generally, when they should ideally be taking a stand (for example, copying over the few weaknesses from a set of glowing reviews gives a misleading impression)
Struggling to sift through endless tables and lengthy webpages for useful information? 👉Checkout our paper “Schema-Driven Information Extraction from Heterogeneous Tables” to see how LLMs are revolutionizing this process! 🔗arXiv: arxiv.org/abs/2305.14336 @ICatGT @mlatgt
So proud of my brilliant spouse @vibhuti_ramach !!!
Congrats to Vibhuti Ramachandran, @UCIrvine global & international studies, who's received the @AIISIndia Joseph W. Elder Prize in the Indian Social Sciences for her forthcoming book, “Immoral Traffic”: An Ethnography of Law, NGOs, & the Governance of Prostitution (@CUPAcademic)!
In our recent #ARR submission, one of the reviews was GPT generated. The SACs were notified. Then, the meta reviewer cited the GPT review as a reason to reject. The cited claims are so absurd it’s clear the meta reviewer didn’t even read the abstract. A new kind of science…
🧠🤖 Does learning in the brain inherently require plasticity? In our latest paper we question this assumption, by leveraging insights into how LLMs "learn". Check out this thread for more details! biorxiv.org/content/10.110… w/ @YuvalShalev1 @GabiStanovsky @GoldsteinYAriel
Hamas murdered 16-year-old Rotem's parents in their home as they shielded their son with their bodies. Rotem, who heard the men laughing as they shot his mother and father, was injured by the bullets and spent more than seven hours hiding with their bodies. His parents,…
Some impressions of being an AC for the first time: 1) reviewers are bad at distinguishing weaknesses from suggestions and clarification questions; 2) many authors provide new experiments, even though they shouldn't ; 3) MORE EXPERIMENTS NEEDED; 4) almost nobody reads guidelines
#NLProc community: What do y'all do when a reviewer literally copies your "Limitations" text and pastes it under "Weaknesses"? I don't see any reviewing guidelines that disallow this? aclrollingreview.org/reviewertutori…
@GabiStanovsky אני חושבת שכן. מודעות זה תנאי מקדים למה שאנחנו כבני אנוש תופסים כהבנה.
@GabiStanovsky עם זאת את הדיון הפילוסופי הזה לא נפתור בטוויטר 🤣
Do brain representations of language depend on whether the inputs are pixels or sounds? Our @CommsBio paper studies this question from the perspective of language timescales. We find that representations are highly similar between modalities! rdcu.be/dACh5 1/8
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