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05/24/2023
Estimating Large Language Model Capabilities without Labeled Test Data
Large Language Models (LLMs) have exhibited an impressive ability to per...
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11/28/2022
CoNAL: Anticipating Outliers with Large Language Models
In many task settings, text classification models are likely to encounte...
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10/20/2022
Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem
In deep metric learning, the Triplet Loss has emerged as a popular metho...
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05/19/2022
Automated Crossword Solving
We present the Berkeley Crossword Solver, a state-of-the-art approach fo...
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04/13/2021