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#91 What does beauty mean to you?
Saturday, November 26, 2022 Yet to come across a person who is allergic to beauty. With that being said, what is beauty according to you? There’s no…
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Yatharth Arora
[BONUS] LARGE LANGUAGE MODELS ARE HUMAN-LEVEL PROMPT ENGINEERS
Paper link: https://arxiv.org/pdf/2211.01910.pdf Brief Summary In the last few posts, we have seen how prompt engineering has become a thing and how the…
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Yatharth Arora
#135 When Speed meets Science!
Saturday, November 25 Last week, my heart did a little somersault along with a billion others when India lost the Cricket World Cup to Australia…
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Yatharth Arora
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#77 The Passion Pad has a new address!
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#87 Mind your own business!
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#100 Finding the limit...
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#109 Perhaps avoiding a left turn saves lives!
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#95 "... the only choice you have to make is to whether consider it as a fee or a fine?"
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[BONUS] Rephrase & Respond: Let Large Language Models Ask Better Questions for Themselves
Paper link: https://arxiv.org/pdf/2311.04205.pdf Brief Summary So far we have seen (using Cot, Plan&Solve) that the quality of a prompt, such as a…
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Yatharth Arora
#134 The solution to Pollution is ....... Pollution?
Saturday, November 18 Given the lack of progress in emission reductions, one scientific method that often pops up as a solution is to block a portion of…
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Yatharth Arora
[BONUS] The Reversal Curse: LLMs trained on A=B fail to learn B=A
Paper link: https://arxiv.org/pdf/2309.12288.pdf Brief Summary LLMs fail to generalize the data they have been trained on. For instance, if a model is…
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Yatharth Arora
#133 ZUCKED!
Saturday, November 11 Last week I finished reading the book “Zucked: Waking Up to the Facebook Catastrophe” by Roger McNamee, a venture capitalist and…
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Yatharth Arora
[BONUS] Plan & Solve Prompting: Improving Zero Shot Chain Of Thought reasoning by Large Language Models
Paper link: https://arxiv.org/pdf/2305.04091.pdf Last week when we discussed Cot prompting strategy, we also discussed about zero shot CoT technique…
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Yatharth Arora
#132 Discovering Joy: An intrinsic motivation
Saturday, November 04 Having a sibling is a special thing. I can't help but feel sympathy for those who grew up in solitude. It makes me wonder about…
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Yatharth Arora
[BONUS] Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Paper link: https://arxiv.org/pdf/2305.15507.pdf Brief Summary Chain of thought as a way to improve the scope of what LLMs can do. What is chain of…
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Yatharth Arora
#131 The Power of Music: Making Me Run That Extra Mile
Saturday, October 28 Last night I was wondering how important of a role music plays throughout the day. Tried to pen down some lines with the help of…
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Yatharth Arora
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[BONUS] The Larger They Are, The Harder They Fail
Paper link: https://arxiv.org/pdf/2305.15507.pdf Brief Summary LLMs are being used in code generation nowadays, but the question is how well these LLMs…
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Yatharth Arora
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