Swapnil
@SwapnilDreams10
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Sr. AI Scientist @Intuit | NLP Researcher
CA
Joined March 2015
RT @dnd_journal: Vol.14 No.1: Automatic Essay Scoring Systems Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses,….
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Big thanks to @someshsingh22,@YamanKSingla,@KbalajiTweets,@cchangyou,@RatnRajiv for the opportunity, and for making the process super enjoyable and educative!.
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Really exciting news! My first research work accepted to #AAAI2022 on data-free adversaries. We successfully attack and fool SOTA NLP models on a myriad of tasks like Sentiment Classification and Language Inference. And the best part, no actual data needed, just the model!.
No need for data to craft adversaries anymore! 🧐 Check our paper "MINIMAL: Mining Models for Data Free Universal Adversarial Triggers" @RealAAAI #AAAI2022. Extremely grateful for the 4 accept reviews as this will be my first A* publication in #NLProc!.
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RT @arXiv_Daily: AES Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses.by Yaman Kumar Si….
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RT @arXiv_Daily: MINIMAL: Mining Models for Data Free Universal Adversarial Triggers.by Swapnil Parekh et al. inclu….
deepai.org
09/25/21 - It is well known that natural language models are vulnerable to adversarial attacks, which are mostly input-specific in nature. Re...
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Our new work w @YamanKSingla and @midasIIITD on novel training data-free NLP adversarial triggers which are dangerous phrases which can flip model predictions for all inputs of a particular class! Additionally they transfer well across architectures and datasets.
MINIMAL: Mining Models for Data Free Universal Adversarial Triggers.by Swapnil Parekh et al. including @RatnRajiv.#Computation #Language.
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RT @YamanKSingla: Here we show algorithm for mining universal adversaries from just models w/o any requirement of data. So for universal ad….
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RT @RatnRajiv: Unable to register my startup with #startupindia. It's more than two weeks since I am getting "CIN verification Service is n….
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RT @YamanKSingla: Read about how essay scoring models treat essays as "word-soups". Selecting just 30% words of a human-written essay scor….
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RT @ianozsvald: I also donated to Ray Donnelly's cancer campaign. He's done a lot on Anaconda, MSYS2 (Windows) and loads more. If you've be….
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RT @garyvee: I’m very proud of this work- I hope it brings you a lot of value. I’ve shared a ton here, please share….
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Registered for #hacksummit2018 - the world's largest #blockchain event. Learn & help charities @hack_summit
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RT @randal_olson: Some of the most important work you'll do as a data scientist is captured in this comic. #DataScience. comic h/t @Calvinn….
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RT @romainserman: Looks like a ICO-funded startup that does AI-powered crypto that runs on the blockchain with a native protocol token usin….
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RT @EmilWallner: I’m thrilled to share my latest deep learning project: Turning a design mockup into code. 💻 🤖. 1) Give the trained neural….
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RT @NeerajKA: December so far: . - CryptoKitties clogs Ethereum.- Bitcoin price rally.- Litecoin price rally .- SEC / Munchees ICO .- Bitco….
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