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Jaydeep Borkar Profile
Jaydeep Borkar

@JaydeepBorkar

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visiting researcher @AIatMeta šŸ¦™ & phd-ing @KhouryCollege; organizer @trustworthy_ml prev @MITIBMLab. studying language models & safety.

Manhattan, NYC
Joined October 2017
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@JaydeepBorkar
Jaydeep Borkar
6 months
What happens if we fine-tune an LLM on more PII? We find that PII that wasn’t previously extracted gets extracted after fine-tuning on *other* PII. This could have implications for earlier seen data (e.g. during post-training or further fine-tuning). 🧵.
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@JaydeepBorkar
Jaydeep Borkar
23 days
RT @niloofar_mire: We bypassed Veo3's copyright guardrails for music-video generation w phonetically similar gibberish lyrics!. ā€œmom’s spag….
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@JaydeepBorkar
Jaydeep Borkar
1 month
RT @l2m2_workshop: L2M2 will be tomorrow at VIC, room 1.31-32! We hope you will join us for a day of invited talks, orals, and posters on L….
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@JaydeepBorkar
Jaydeep Borkar
1 month
RT @lasha_nlp: Super thrilled that HALoGEN, our study of LLM hallucinations and their potential origins in training data, received an Outst….
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@JaydeepBorkar
Jaydeep Borkar
1 month
RT @lasha_nlp: āœˆļø I'm in Vienna for #ACL2025NLP! . Would love to meet and chat about training data, factuality, transparency, doing a PhD i….
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@JaydeepBorkar
Jaydeep Borkar
1 month
RT @johntzwei: If you're interested in law/policy topics at #ACL2025NLP, on copyright or more, please reach out! Would be happy to chat wit….
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@JaydeepBorkar
Jaydeep Borkar
1 month
Presenting this today at #ACL2025! Stop by if you’re interested in chatting about memorization and privacy! :) . Hall X5 Board #209 10:30-12.Hall X4 Board #259 16-17:30
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@JaydeepBorkar
Jaydeep Borkar
6 months
What happens if we fine-tune an LLM on more PII? We find that PII that wasn’t previously extracted gets extracted after fine-tuning on *other* PII. This could have implications for earlier seen data (e.g. during post-training or further fine-tuning). 🧵.
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@JaydeepBorkar
Jaydeep Borkar
1 month
RT @l2m2_workshop: L2M2 is happening this Friday in Vienna at @aclmeeting #ACL2025NLP! We look forward to the gathering of memorization re….
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@JaydeepBorkar
Jaydeep Borkar
1 month
RT @niloofar_mire: I’m gonna be recruiting students thru both @LTIatCMU (NLP) and @CMU_EPP (Engineering and Public Policy) for fall 2026!….
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@JaydeepBorkar
Jaydeep Borkar
2 months
RT @JaydeepBorkar: What happens if we fine-tune an LLM on more PII? We find that PII that wasn’t previously extracted gets extracted after….
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@JaydeepBorkar
Jaydeep Borkar
2 months
Excited to be attending ACL in Vienna next week! I’ll be co-presenting a poster with @niloofar_mire on our recent PII memorization work on July 29 16:00-17:30 Session 10 Hall 4/5 (& at @l2m2_workshop)! . If you would like to chat memorization/privacy/safety/, please reach out :).
@JaydeepBorkar
Jaydeep Borkar
6 months
What happens if we fine-tune an LLM on more PII? We find that PII that wasn’t previously extracted gets extracted after fine-tuning on *other* PII. This could have implications for earlier seen data (e.g. during post-training or further fine-tuning). 🧵.
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@JaydeepBorkar
Jaydeep Borkar
2 months
always very grateful for all my incredibly kind collaborators/advisors/research friends i get to talk and work with! especially if you’re someone just entering the field, these kinds of interactions can really shape how you see things & how you feel about yourself!.
@thegautamkamath
Gautam Kamath
2 months
There are many great researchers out there. But the ones that really stand out to me are the ones who are also kind, even when they don't need to be.
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@JaydeepBorkar
Jaydeep Borkar
2 months
RT @kamalikac: For those in London (unfortunately I am not :)).
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@JaydeepBorkar
Jaydeep Borkar
2 months
RT @johntzwei: Are you a researcher, trying to build a small GPU cluster? Did you already build one, and it sucks?. I manage USC NLP’s GPU….
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@JaydeepBorkar
Jaydeep Borkar
2 months
RT @LoubnaBenAllal1: Introducing SmolLM3: a strong, smol reasoner!. > SoTA 3B model.> dual mode reasoning (think/no_think).> long context,….
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@JaydeepBorkar
Jaydeep Borkar
2 months
some really cool @icmlconf trustworthy ml papers here!.
@trustworthy_ml
Trustworthy ML Initiative (TrustML)
2 months
@icmlconf is around the corner! Are you presenting any papers or hot takes in Trustworthy ML? Share your work in this thread and we’ll retweet! šŸš€.
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@JaydeepBorkar
Jaydeep Borkar
2 months
now a part of @Meta superintelligence labs! exciting times!.
@JaydeepBorkar
Jaydeep Borkar
4 months
Very excited to be joining @AIatMeta GenAI as a Visiting Researcher starting this June in New York City!šŸ—½ I’ll be continuing my work on studying memorization and safety in language models. If you’re in NYC and would like to hang out, please message me :)
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@JaydeepBorkar
Jaydeep Borkar
2 months
RT @niloofar_mire: šŸŖ„We made a 1B Llama BEAT GPT-4o by. making it MORE private?!. LoCoMo results:.šŸ”“GPT-4o: 80.6% .šŸ”1B Llama + GPT-4o (priv….
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@JaydeepBorkar
Jaydeep Borkar
3 months
RT @BlancheMinerva: Two years in the making, we finally have 8 TB of openly licensed data with document-level metadata for authorship attri….
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