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Elevating Standards in Clinical Data Management Through Process Excellence
Lakshmi Priya Darshini Pulavarthi has revolutionized clinical data management by standardizing database lock procedures, improving quality, reducing errors, and enhancing compliance. Her strategic lea...
Pioneering Data Infrastructure for Next-Generation AI: Shilesh Karunakaran's Impact on Generative AI
Shilesh Karunakaran has revolutionized enterprise AI infrastructure by leading data engineering efforts that enhance performance, compliance, and governance. His work has cut user friction, boosted cu...
Related Work: Scaling Laws and Hopfield Models in LLM Research
Table of Links Abstract and 1 Introduction 2 Related Work 3 Model and 3.1 Associative memories 3.2 Transformer blocks 4 A New Energy Function 4.1 The layered structure 5 Cross-Entropy Loss 6 Emp...
Researchers Push Vision-Language Models to Grapple with Metaphors, Idioms, and Sarcasm
:::info Authors: (1) Arkadiy Saakyan, Columbia University ([email protected]); (2) Shreyas Kulkarni, Columbia University; (3) Tuhin Chakrabarty, Columbia University; (4) Smaranda Muresan, Colu...
AI Still Can’t Explain a Joke—or a Metaphor—Like a Human Can
:::info Authors: (1) Arkadiy Saakyan, Columbia University ([email protected]); (2) Shreyas Kulkarni, Columbia University; (3) Tuhin Chakrabarty, Columbia University; (4) Smaranda Muresan, Colu...
Can AI Explain a Joke? Not Quite — But It’s Learning Fast
:::info Authors: (1) Arkadiy Saakyan, Columbia University ([email protected]); (2) Shreyas Kulkarni, Columbia University; (3) Tuhin Chakrabarty, Columbia University; (4) Smaranda Muresan, Colu...
Researchers Combine GPT-4 and Human Experts to Train AI on Visual Figurative Reasoning
:::info Authors: (1) Arkadiy Saakyan, Columbia University ([email protected]); (2) Shreyas Kulkarni, Columbia University; (3) Tuhin Chakrabarty, Columbia University; (4) Smaranda Muresan, Colu...
New Dataset Challenges AI to Explain the Humor and Sarcasm It ‘Sees’ and ‘Reads’
:::info Authors: (1) Arkadiy Saakyan, Columbia University ([email protected]); (2) Shreyas Kulkarni, Columbia University; (3) Tuhin Chakrabarty, Columbia University; (4) Smaranda Muresan, Colu...
Can AI Understand a Joke? New Dataset Tests Bots on Metaphors, Sarcasm, and Humor
:::info Authors: (1) Arkadiy Saakyan, Columbia University ([email protected]); (2) Shreyas Kulkarni, Columbia Un...
Theoretical Framework: Transformer Memorization & Performance Dynamics
Table of Links Abstract and 1 Introduction 2 Related Work 3 Model and 3.1 Associative memories 3.2 Transformer blocks 4 ...
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